From 0f0a96d8d0c12160e56fef3ab53cb20363cee63f Mon Sep 17 00:00:00 2001 From: Mark Daoust Date: Wed, 16 Oct 2024 13:20:19 -0700 Subject: [PATCH 1/7] fixes 563 Change-Id: Ifb9743822c744845aac4deea9963a0c6e6389362 --- docs/build_docs.py | 30 ++++++++++++++++++++++++++++-- 1 file changed, 28 insertions(+), 2 deletions(-) diff --git a/docs/build_docs.py b/docs/build_docs.py index 012cd3441..a81269cad 100644 --- a/docs/build_docs.py +++ b/docs/build_docs.py @@ -22,13 +22,11 @@ $> python build_docs.py """ -import os import pathlib import re import textwrap import typing - from absl import app from absl import flags @@ -48,6 +46,7 @@ from tensorflow_docs.api_generator import generate_lib from tensorflow_docs.api_generator import public_api +from tensorflow_docs.api_generator import parser import yaml @@ -74,6 +73,33 @@ "where to find the project code", ) +parser.ITEMS_TEMPLATE = textwrap.dedent( + """\ + + + + {name}{anchor} + + + + + {description} + + + """ +) + +parser.TEXT_TEMPLATE = textwrap.dedent( + """\ + + + + {text} + + + """ +) + def gen_api_docs(): """Generates api docs for the generative-ai package.""" From e18279573106f03a4302e3210bcc1e09b255de6a Mon Sep 17 00:00:00 2001 From: Mark Daoust Date: Wed, 16 Oct 2024 13:25:45 -0700 Subject: [PATCH 2/7] Refresh docs for v0.8.3 Change-Id: I7536e809b9a1b8f26fc970a42c83000b0d607793 --- docs/api/google/generativeai.md | 24 +- docs/api/google/generativeai/ChatSession.md | 32 + .../google/generativeai/GenerativeModel.md | 64 +- docs/api/google/generativeai/_api_cache.json | 2779 ++++++++++------- docs/api/google/generativeai/_toc.yaml | 74 +- docs/api/google/generativeai/all_symbols.md | 36 +- docs/api/google/generativeai/api_report.pb | Bin 49595 -> 54075 bytes docs/api/google/generativeai/caching.md | 54 + .../generativeai/caching/CachedContent.md | 460 +++ .../get_default_cache_client.md} | 17 +- docs/api/google/generativeai/chat.md | 198 -- docs/api/google/generativeai/chat_async.md | 198 -- docs/api/google/generativeai/configure.md | 14 +- .../generativeai/count_message_tokens.md | 41 - .../google/generativeai/count_text_tokens.md | 37 - 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delete mode 100644 docs/api/google/generativeai/chat.md delete mode 100644 docs/api/google/generativeai/chat_async.md delete mode 100644 docs/api/google/generativeai/count_message_tokens.md delete mode 100644 docs/api/google/generativeai/count_text_tokens.md delete mode 100644 docs/api/google/generativeai/generate_embeddings.md delete mode 100644 docs/api/google/generativeai/generate_text.md create mode 100644 docs/api/google/generativeai/protos/DynamicRetrievalConfig.md create mode 100644 docs/api/google/generativeai/protos/DynamicRetrievalConfig/Mode.md create mode 100644 docs/api/google/generativeai/protos/GoogleSearchRetrieval.md create mode 100644 docs/api/google/generativeai/protos/GroundingChunk.md create mode 100644 docs/api/google/generativeai/protos/GroundingChunk/Web.md create mode 100644 docs/api/google/generativeai/protos/GroundingMetadata.md create mode 100644 docs/api/google/generativeai/protos/GroundingSupport.md create mode 100644 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docs/api/google/generativeai/types/MessageDict.md delete mode 100644 docs/api/google/generativeai/types/MessageOptions.md delete mode 100644 docs/api/google/generativeai/types/MessagePromptDict.md delete mode 100644 docs/api/google/generativeai/types/MessagePromptOptions.md delete mode 100644 docs/api/google/generativeai/types/MessagesOptions.md delete mode 100644 docs/api/google/generativeai/types/ResponseDict.md diff --git a/docs/api/google/generativeai.md b/docs/api/google/generativeai.md index 23ee47866..fb5d3f46a 100644 --- a/docs/api/google/generativeai.md +++ b/docs/api/google/generativeai.md @@ -52,6 +52,8 @@ See the [python quickstart](https://ai.google.dev/tutorials/python_quickstart) f ## Modules +[`caching`](../google/generativeai/caching.md) module + [`protos`](../google/generativeai/protos.md) module: This module provides low level access to the ProtoBuffer "Message" classes used by the API. [`types`](../google/generativeai/types.md) module: A collection of type definitions used throughout the library. @@ -66,16 +68,8 @@ See the [python quickstart](https://ai.google.dev/tutorials/python_quickstart) f ## Functions -[`chat(...)`](../google/generativeai/chat.md): Calls the API to initiate a chat with a model using provided parameters - -[`chat_async(...)`](../google/generativeai/chat_async.md): Calls the API to initiate a chat with a model using provided parameters - [`configure(...)`](../google/generativeai/configure.md): Captures default client configuration. -[`count_message_tokens(...)`](../google/generativeai/count_message_tokens.md): Calls the API to calculate the number of tokens used in the prompt. - -[`count_text_tokens(...)`](../google/generativeai/count_text_tokens.md): Calls the API to count the number of tokens in the text prompt. - [`create_tuned_model(...)`](../google/generativeai/create_tuned_model.md): Calls the API to initiate a tuning process that optimizes a model for specific data, returning an operation object to track and manage the tuning progress. [`delete_file(...)`](../google/generativeai/delete_file.md): Calls the API to permanently delete a specified file using a supported file service. @@ -86,10 +80,6 @@ See the [python quickstart](https://ai.google.dev/tutorials/python_quickstart) f [`embed_content_async(...)`](../google/generativeai/embed_content_async.md): Calls the API to create async embeddings for content passed in. -[`generate_embeddings(...)`](../google/generativeai/generate_embeddings.md): Calls the API to create an embedding for the text passed in. - -[`generate_text(...)`](../google/generativeai/generate_text.md): Calls the API to generate text based on the provided prompt. - [`get_base_model(...)`](../google/generativeai/get_base_model.md): Calls the API to fetch a base model by name. [`get_file(...)`](../google/generativeai/get_file.md): Calls the API to retrieve a specified file using a supported file service. @@ -121,17 +111,25 @@ See the [python quickstart](https://ai.google.dev/tutorials/python_quickstart) f + __version__ + -`'0.7.2'` + +`'0.8.3'` + + annotations + + Instance of `__future__._Feature` + diff --git a/docs/api/google/generativeai/ChatSession.md b/docs/api/google/generativeai/ChatSession.md index 3898a2ef1..6ae1b0e9d 100644 --- a/docs/api/google/generativeai/ChatSession.md +++ b/docs/api/google/generativeai/ChatSession.md @@ -58,17 +58,25 @@ This `ChatSession` object collects the messages sent and received, in its + `model` + + The model to use in the chat. + + `history` + + A chat history to initialize the object with. + @@ -84,17 +92,25 @@ A chat history to initialize the object with. + `history` + + The chat history. + + `last` + + returns the last received `genai.GenerateContentResponse` + @@ -167,31 +183,47 @@ Like + `content` + + The message contents. + + `generation_config` + + Overrides for the model's generation config. + + `safety_settings` + + Overrides for the model's safety settings. + + `stream` + + If True, yield response chunks as they are generated. + diff --git a/docs/api/google/generativeai/GenerativeModel.md b/docs/api/google/generativeai/GenerativeModel.md index 9b9e7ff6f..70277602e 100644 --- a/docs/api/google/generativeai/GenerativeModel.md +++ b/docs/api/google/generativeai/GenerativeModel.md @@ -31,7 +31,7 @@ The `genai.GenerativeModel` class wraps default parameters for calls to google.generativeai.GenerativeModel( - model_name: str = 'gemini-pro', + model_name: str = 'gemini-1.5-flash-002', safety_settings: (safety_types.SafetySettingOptions | None) = None, generation_config: (generation_types.GenerationConfigType | None) = None, tools: (content_types.FunctionLibraryType | None) = None, @@ -93,26 +93,38 @@ To list the compatible model names use: + `model_name` + + The name of the model to query. To list compatible models use + + `safety_settings` + + Sets the default safety filters. This controls which content is blocked by the api before being returned. + + `generation_config` + + A `genai.GenerationConfig` setting the default generation parameters to use. + @@ -128,17 +140,25 @@ use. + `cached_content` + + + + `model_name` + + + @@ -209,24 +229,36 @@ Creates a model with `cached_content` as model's context. + `cached_content` + + context for the model. + + `generation_config` + + Overrides for the model's generation config. + + `safety_settings` + + Overrides for the model's safety settings. + @@ -239,7 +271,9 @@ Overrides for the model's safety settings. Returns + `GenerativeModel` object with `cached_content` as its context. + @@ -323,45 +357,69 @@ But note that an `Iterable[protos.Part]` is taken as the parts of a single messa + `contents` + + The contents serving as the model's prompt. + + `generation_config` + + Overrides for the model's generation config. + + `safety_settings` + + Overrides for the model's safety settings. + + `stream` + + If True, yield response chunks as they are generated. + + `tools` + + `protos.Tools` more info coming soon. + + `request_options` + + Options for the request. + @@ -415,10 +473,14 @@ Returns a `genai.ChatSession` attached to this model. + `history` + + An iterable of protos.Content objects, or equivalents to initialize the session. + diff --git a/docs/api/google/generativeai/_api_cache.json b/docs/api/google/generativeai/_api_cache.json index a1d446e53..518937a44 100644 --- a/docs/api/google/generativeai/_api_cache.json +++ b/docs/api/google/generativeai/_api_cache.json @@ -1,149 +1,154 @@ { "duplicate_of": { - "google.generativeai.ChatSession.__eq__": "google.generativeai.types.AsyncGenerateContentResponse.__eq__", - "google.generativeai.ChatSession.__ge__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ge__", - "google.generativeai.ChatSession.__gt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__gt__", - "google.generativeai.ChatSession.__le__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__le__", - "google.generativeai.ChatSession.__lt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__lt__", - "google.generativeai.ChatSession.__ne__": "google.generativeai.types.AsyncGenerateContentResponse.__ne__", - "google.generativeai.ChatSession.__new__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__new__", + "google.generativeai.ChatSession.__eq__": "google.generativeai.caching.CachedContent.__eq__", + "google.generativeai.ChatSession.__ge__": 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"google.generativeai.protos.CachedContent.__le__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__le__", - "google.generativeai.protos.CachedContent.__lt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__lt__", + "google.generativeai.protos.CachedContent.__le__": "google.generativeai.caching.CachedContent.__le__", + "google.generativeai.protos.CachedContent.__lt__": "google.generativeai.caching.CachedContent.__lt__", "google.generativeai.protos.CachedContent.__ne__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ne__", - "google.generativeai.protos.CachedContent.__new__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__new__", + "google.generativeai.protos.CachedContent.__new__": "google.generativeai.caching.CachedContent.__new__", "google.generativeai.protos.Candidate.__eq__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__eq__", - "google.generativeai.protos.Candidate.__ge__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ge__", - "google.generativeai.protos.Candidate.__gt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__gt__", + "google.generativeai.protos.Candidate.__ge__": "google.generativeai.caching.CachedContent.__ge__", + "google.generativeai.protos.Candidate.__gt__": "google.generativeai.caching.CachedContent.__gt__", "google.generativeai.protos.Candidate.__init__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__init__", - "google.generativeai.protos.Candidate.__le__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__le__", - "google.generativeai.protos.Candidate.__lt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__lt__", + "google.generativeai.protos.Candidate.__le__": "google.generativeai.caching.CachedContent.__le__", + "google.generativeai.protos.Candidate.__lt__": "google.generativeai.caching.CachedContent.__lt__", "google.generativeai.protos.Candidate.__ne__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ne__", - "google.generativeai.protos.Candidate.__new__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__new__", + "google.generativeai.protos.Candidate.__new__": "google.generativeai.caching.CachedContent.__new__", "google.generativeai.protos.Chunk.State.__abs__": "google.generativeai.protos.Candidate.FinishReason.__abs__", "google.generativeai.protos.Chunk.State.__add__": "google.generativeai.protos.Candidate.FinishReason.__add__", "google.generativeai.protos.Chunk.State.__and__": "google.generativeai.protos.Candidate.FinishReason.__and__", @@ -187,49 +192,50 @@ "google.generativeai.protos.Chunk.State.conjugate": "google.generativeai.protos.Candidate.FinishReason.conjugate", "google.generativeai.protos.Chunk.State.denominator": "google.generativeai.protos.Candidate.FinishReason.denominator", "google.generativeai.protos.Chunk.State.imag": "google.generativeai.protos.Candidate.FinishReason.imag", + "google.generativeai.protos.Chunk.State.is_integer": "google.generativeai.protos.Candidate.FinishReason.is_integer", "google.generativeai.protos.Chunk.State.numerator": "google.generativeai.protos.Candidate.FinishReason.numerator", "google.generativeai.protos.Chunk.State.real": "google.generativeai.protos.Candidate.FinishReason.real", "google.generativeai.protos.Chunk.State.to_bytes": "google.generativeai.protos.Candidate.FinishReason.to_bytes", "google.generativeai.protos.Chunk.__eq__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__eq__", - "google.generativeai.protos.Chunk.__ge__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ge__", - "google.generativeai.protos.Chunk.__gt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__gt__", + "google.generativeai.protos.Chunk.__ge__": "google.generativeai.caching.CachedContent.__ge__", + "google.generativeai.protos.Chunk.__gt__": "google.generativeai.caching.CachedContent.__gt__", "google.generativeai.protos.Chunk.__init__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__init__", - "google.generativeai.protos.Chunk.__le__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__le__", - "google.generativeai.protos.Chunk.__lt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__lt__", + "google.generativeai.protos.Chunk.__le__": "google.generativeai.caching.CachedContent.__le__", + "google.generativeai.protos.Chunk.__lt__": "google.generativeai.caching.CachedContent.__lt__", "google.generativeai.protos.Chunk.__ne__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ne__", - "google.generativeai.protos.Chunk.__new__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__new__", + "google.generativeai.protos.Chunk.__new__": "google.generativeai.caching.CachedContent.__new__", "google.generativeai.protos.ChunkData.__eq__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__eq__", - "google.generativeai.protos.ChunkData.__ge__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ge__", - "google.generativeai.protos.ChunkData.__gt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__gt__", + "google.generativeai.protos.ChunkData.__ge__": "google.generativeai.caching.CachedContent.__ge__", + "google.generativeai.protos.ChunkData.__gt__": "google.generativeai.caching.CachedContent.__gt__", "google.generativeai.protos.ChunkData.__init__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__init__", - "google.generativeai.protos.ChunkData.__le__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__le__", - "google.generativeai.protos.ChunkData.__lt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__lt__", + "google.generativeai.protos.ChunkData.__le__": "google.generativeai.caching.CachedContent.__le__", + "google.generativeai.protos.ChunkData.__lt__": "google.generativeai.caching.CachedContent.__lt__", "google.generativeai.protos.ChunkData.__ne__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ne__", - "google.generativeai.protos.ChunkData.__new__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__new__", + "google.generativeai.protos.ChunkData.__new__": "google.generativeai.caching.CachedContent.__new__", "google.generativeai.protos.CitationMetadata.__eq__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__eq__", - "google.generativeai.protos.CitationMetadata.__ge__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ge__", - "google.generativeai.protos.CitationMetadata.__gt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__gt__", + "google.generativeai.protos.CitationMetadata.__ge__": "google.generativeai.caching.CachedContent.__ge__", + "google.generativeai.protos.CitationMetadata.__gt__": "google.generativeai.caching.CachedContent.__gt__", "google.generativeai.protos.CitationMetadata.__init__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__init__", - "google.generativeai.protos.CitationMetadata.__le__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__le__", - "google.generativeai.protos.CitationMetadata.__lt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__lt__", + "google.generativeai.protos.CitationMetadata.__le__": "google.generativeai.caching.CachedContent.__le__", + "google.generativeai.protos.CitationMetadata.__lt__": "google.generativeai.caching.CachedContent.__lt__", "google.generativeai.protos.CitationMetadata.__ne__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ne__", - "google.generativeai.protos.CitationMetadata.__new__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__new__", + "google.generativeai.protos.CitationMetadata.__new__": "google.generativeai.caching.CachedContent.__new__", "google.generativeai.protos.CitationSource.__eq__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__eq__", - "google.generativeai.protos.CitationSource.__ge__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ge__", - "google.generativeai.protos.CitationSource.__gt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__gt__", + "google.generativeai.protos.CitationSource.__ge__": "google.generativeai.caching.CachedContent.__ge__", + "google.generativeai.protos.CitationSource.__gt__": "google.generativeai.caching.CachedContent.__gt__", "google.generativeai.protos.CitationSource.__init__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__init__", - "google.generativeai.protos.CitationSource.__le__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__le__", - "google.generativeai.protos.CitationSource.__lt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__lt__", + "google.generativeai.protos.CitationSource.__le__": "google.generativeai.caching.CachedContent.__le__", + "google.generativeai.protos.CitationSource.__lt__": "google.generativeai.caching.CachedContent.__lt__", "google.generativeai.protos.CitationSource.__ne__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ne__", - "google.generativeai.protos.CitationSource.__new__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__new__", + "google.generativeai.protos.CitationSource.__new__": "google.generativeai.caching.CachedContent.__new__", "google.generativeai.protos.CodeExecution.__eq__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__eq__", - "google.generativeai.protos.CodeExecution.__ge__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ge__", - "google.generativeai.protos.CodeExecution.__gt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__gt__", + "google.generativeai.protos.CodeExecution.__ge__": "google.generativeai.caching.CachedContent.__ge__", + "google.generativeai.protos.CodeExecution.__gt__": "google.generativeai.caching.CachedContent.__gt__", "google.generativeai.protos.CodeExecution.__init__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__init__", - "google.generativeai.protos.CodeExecution.__le__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__le__", - "google.generativeai.protos.CodeExecution.__lt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__lt__", + "google.generativeai.protos.CodeExecution.__le__": "google.generativeai.caching.CachedContent.__le__", + "google.generativeai.protos.CodeExecution.__lt__": "google.generativeai.caching.CachedContent.__lt__", "google.generativeai.protos.CodeExecution.__ne__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ne__", - "google.generativeai.protos.CodeExecution.__new__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__new__", + "google.generativeai.protos.CodeExecution.__new__": "google.generativeai.caching.CachedContent.__new__", "google.generativeai.protos.CodeExecutionResult.Outcome.__abs__": "google.generativeai.protos.Candidate.FinishReason.__abs__", "google.generativeai.protos.CodeExecutionResult.Outcome.__add__": "google.generativeai.protos.Candidate.FinishReason.__add__", "google.generativeai.protos.CodeExecutionResult.Outcome.__and__": "google.generativeai.protos.Candidate.FinishReason.__and__", @@ -273,17 +279,18 @@ "google.generativeai.protos.CodeExecutionResult.Outcome.conjugate": "google.generativeai.protos.Candidate.FinishReason.conjugate", "google.generativeai.protos.CodeExecutionResult.Outcome.denominator": "google.generativeai.protos.Candidate.FinishReason.denominator", "google.generativeai.protos.CodeExecutionResult.Outcome.imag": "google.generativeai.protos.Candidate.FinishReason.imag", + "google.generativeai.protos.CodeExecutionResult.Outcome.is_integer": "google.generativeai.protos.Candidate.FinishReason.is_integer", "google.generativeai.protos.CodeExecutionResult.Outcome.numerator": "google.generativeai.protos.Candidate.FinishReason.numerator", "google.generativeai.protos.CodeExecutionResult.Outcome.real": "google.generativeai.protos.Candidate.FinishReason.real", "google.generativeai.protos.CodeExecutionResult.Outcome.to_bytes": "google.generativeai.protos.Candidate.FinishReason.to_bytes", "google.generativeai.protos.CodeExecutionResult.__eq__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__eq__", - "google.generativeai.protos.CodeExecutionResult.__ge__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ge__", - "google.generativeai.protos.CodeExecutionResult.__gt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__gt__", + "google.generativeai.protos.CodeExecutionResult.__ge__": "google.generativeai.caching.CachedContent.__ge__", + "google.generativeai.protos.CodeExecutionResult.__gt__": "google.generativeai.caching.CachedContent.__gt__", "google.generativeai.protos.CodeExecutionResult.__init__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__init__", - "google.generativeai.protos.CodeExecutionResult.__le__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__le__", - "google.generativeai.protos.CodeExecutionResult.__lt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__lt__", + "google.generativeai.protos.CodeExecutionResult.__le__": "google.generativeai.caching.CachedContent.__le__", + "google.generativeai.protos.CodeExecutionResult.__lt__": "google.generativeai.caching.CachedContent.__lt__", "google.generativeai.protos.CodeExecutionResult.__ne__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ne__", - "google.generativeai.protos.CodeExecutionResult.__new__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__new__", + "google.generativeai.protos.CodeExecutionResult.__new__": "google.generativeai.caching.CachedContent.__new__", "google.generativeai.protos.Condition.Operator.__abs__": "google.generativeai.protos.Candidate.FinishReason.__abs__", "google.generativeai.protos.Condition.Operator.__add__": "google.generativeai.protos.Candidate.FinishReason.__add__", "google.generativeai.protos.Condition.Operator.__and__": "google.generativeai.protos.Candidate.FinishReason.__and__", @@ -327,33 +334,34 @@ "google.generativeai.protos.Condition.Operator.conjugate": "google.generativeai.protos.Candidate.FinishReason.conjugate", "google.generativeai.protos.Condition.Operator.denominator": "google.generativeai.protos.Candidate.FinishReason.denominator", "google.generativeai.protos.Condition.Operator.imag": "google.generativeai.protos.Candidate.FinishReason.imag", + "google.generativeai.protos.Condition.Operator.is_integer": "google.generativeai.protos.Candidate.FinishReason.is_integer", "google.generativeai.protos.Condition.Operator.numerator": "google.generativeai.protos.Candidate.FinishReason.numerator", "google.generativeai.protos.Condition.Operator.real": "google.generativeai.protos.Candidate.FinishReason.real", "google.generativeai.protos.Condition.Operator.to_bytes": "google.generativeai.protos.Candidate.FinishReason.to_bytes", "google.generativeai.protos.Condition.__eq__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__eq__", - "google.generativeai.protos.Condition.__ge__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ge__", - "google.generativeai.protos.Condition.__gt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__gt__", + "google.generativeai.protos.Condition.__ge__": "google.generativeai.caching.CachedContent.__ge__", + "google.generativeai.protos.Condition.__gt__": "google.generativeai.caching.CachedContent.__gt__", "google.generativeai.protos.Condition.__init__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__init__", - "google.generativeai.protos.Condition.__le__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__le__", - "google.generativeai.protos.Condition.__lt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__lt__", + "google.generativeai.protos.Condition.__le__": "google.generativeai.caching.CachedContent.__le__", + "google.generativeai.protos.Condition.__lt__": "google.generativeai.caching.CachedContent.__lt__", "google.generativeai.protos.Condition.__ne__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ne__", - "google.generativeai.protos.Condition.__new__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__new__", + "google.generativeai.protos.Condition.__new__": "google.generativeai.caching.CachedContent.__new__", "google.generativeai.protos.Content.__eq__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__eq__", - "google.generativeai.protos.Content.__ge__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ge__", - "google.generativeai.protos.Content.__gt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__gt__", + "google.generativeai.protos.Content.__ge__": "google.generativeai.caching.CachedContent.__ge__", + "google.generativeai.protos.Content.__gt__": "google.generativeai.caching.CachedContent.__gt__", "google.generativeai.protos.Content.__init__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__init__", - "google.generativeai.protos.Content.__le__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__le__", - "google.generativeai.protos.Content.__lt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__lt__", + "google.generativeai.protos.Content.__le__": "google.generativeai.caching.CachedContent.__le__", + "google.generativeai.protos.Content.__lt__": "google.generativeai.caching.CachedContent.__lt__", "google.generativeai.protos.Content.__ne__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ne__", - "google.generativeai.protos.Content.__new__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__new__", + "google.generativeai.protos.Content.__new__": "google.generativeai.caching.CachedContent.__new__", "google.generativeai.protos.ContentEmbedding.__eq__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__eq__", - "google.generativeai.protos.ContentEmbedding.__ge__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ge__", - "google.generativeai.protos.ContentEmbedding.__gt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__gt__", + "google.generativeai.protos.ContentEmbedding.__ge__": "google.generativeai.caching.CachedContent.__ge__", + "google.generativeai.protos.ContentEmbedding.__gt__": "google.generativeai.caching.CachedContent.__gt__", "google.generativeai.protos.ContentEmbedding.__init__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__init__", - "google.generativeai.protos.ContentEmbedding.__le__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__le__", - "google.generativeai.protos.ContentEmbedding.__lt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__lt__", + "google.generativeai.protos.ContentEmbedding.__le__": "google.generativeai.caching.CachedContent.__le__", + "google.generativeai.protos.ContentEmbedding.__lt__": "google.generativeai.caching.CachedContent.__lt__", "google.generativeai.protos.ContentEmbedding.__ne__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ne__", - "google.generativeai.protos.ContentEmbedding.__new__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__new__", + "google.generativeai.protos.ContentEmbedding.__new__": "google.generativeai.caching.CachedContent.__new__", "google.generativeai.protos.ContentFilter.BlockedReason": "google.generativeai.types.BlockedReason", "google.generativeai.protos.ContentFilter.BlockedReason.__abs__": "google.generativeai.protos.Candidate.FinishReason.__abs__", "google.generativeai.protos.ContentFilter.BlockedReason.__add__": "google.generativeai.protos.Candidate.FinishReason.__add__", @@ -398,273 +406,329 @@ "google.generativeai.protos.ContentFilter.BlockedReason.conjugate": "google.generativeai.protos.Candidate.FinishReason.conjugate", "google.generativeai.protos.ContentFilter.BlockedReason.denominator": "google.generativeai.protos.Candidate.FinishReason.denominator", "google.generativeai.protos.ContentFilter.BlockedReason.imag": "google.generativeai.protos.Candidate.FinishReason.imag", + "google.generativeai.protos.ContentFilter.BlockedReason.is_integer": "google.generativeai.protos.Candidate.FinishReason.is_integer", "google.generativeai.protos.ContentFilter.BlockedReason.numerator": "google.generativeai.protos.Candidate.FinishReason.numerator", "google.generativeai.protos.ContentFilter.BlockedReason.real": "google.generativeai.protos.Candidate.FinishReason.real", "google.generativeai.protos.ContentFilter.BlockedReason.to_bytes": "google.generativeai.protos.Candidate.FinishReason.to_bytes", "google.generativeai.protos.ContentFilter.__eq__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__eq__", - "google.generativeai.protos.ContentFilter.__ge__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ge__", - "google.generativeai.protos.ContentFilter.__gt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__gt__", + "google.generativeai.protos.ContentFilter.__ge__": "google.generativeai.caching.CachedContent.__ge__", + "google.generativeai.protos.ContentFilter.__gt__": "google.generativeai.caching.CachedContent.__gt__", "google.generativeai.protos.ContentFilter.__init__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__init__", - "google.generativeai.protos.ContentFilter.__le__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__le__", - "google.generativeai.protos.ContentFilter.__lt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__lt__", + "google.generativeai.protos.ContentFilter.__le__": "google.generativeai.caching.CachedContent.__le__", + "google.generativeai.protos.ContentFilter.__lt__": 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"google.generativeai.protos.EmbedTextRequest.__lt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__lt__", + "google.generativeai.protos.EmbedTextRequest.__le__": "google.generativeai.caching.CachedContent.__le__", + "google.generativeai.protos.EmbedTextRequest.__lt__": "google.generativeai.caching.CachedContent.__lt__", "google.generativeai.protos.EmbedTextRequest.__ne__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ne__", - "google.generativeai.protos.EmbedTextRequest.__new__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__new__", + "google.generativeai.protos.EmbedTextRequest.__new__": "google.generativeai.caching.CachedContent.__new__", "google.generativeai.protos.EmbedTextResponse.__eq__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__eq__", - "google.generativeai.protos.EmbedTextResponse.__ge__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ge__", - "google.generativeai.protos.EmbedTextResponse.__gt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__gt__", + "google.generativeai.protos.EmbedTextResponse.__ge__": "google.generativeai.caching.CachedContent.__ge__", + "google.generativeai.protos.EmbedTextResponse.__gt__": "google.generativeai.caching.CachedContent.__gt__", "google.generativeai.protos.EmbedTextResponse.__init__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__init__", - "google.generativeai.protos.EmbedTextResponse.__le__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__le__", - "google.generativeai.protos.EmbedTextResponse.__lt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__lt__", + "google.generativeai.protos.EmbedTextResponse.__le__": "google.generativeai.caching.CachedContent.__le__", + "google.generativeai.protos.EmbedTextResponse.__lt__": "google.generativeai.caching.CachedContent.__lt__", 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"google.generativeai.protos.AttributionSourceId.GroundingPassageId.__init__", - "google.generativeai.protos.Embedding.__le__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__le__", - "google.generativeai.protos.Embedding.__lt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__lt__", + "google.generativeai.protos.Embedding.__le__": "google.generativeai.caching.CachedContent.__le__", + "google.generativeai.protos.Embedding.__lt__": "google.generativeai.caching.CachedContent.__lt__", "google.generativeai.protos.Embedding.__ne__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ne__", - "google.generativeai.protos.Embedding.__new__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__new__", + "google.generativeai.protos.Embedding.__new__": "google.generativeai.caching.CachedContent.__new__", "google.generativeai.protos.Example.__eq__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__eq__", - "google.generativeai.protos.Example.__ge__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ge__", - "google.generativeai.protos.Example.__gt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__gt__", + "google.generativeai.protos.Example.__ge__": "google.generativeai.caching.CachedContent.__ge__", + "google.generativeai.protos.Example.__gt__": "google.generativeai.caching.CachedContent.__gt__", "google.generativeai.protos.Example.__init__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__init__", - "google.generativeai.protos.Example.__le__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__le__", - "google.generativeai.protos.Example.__lt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__lt__", + "google.generativeai.protos.Example.__le__": "google.generativeai.caching.CachedContent.__le__", + "google.generativeai.protos.Example.__lt__": "google.generativeai.caching.CachedContent.__lt__", "google.generativeai.protos.Example.__ne__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ne__", - "google.generativeai.protos.Example.__new__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__new__", + "google.generativeai.protos.Example.__new__": "google.generativeai.caching.CachedContent.__new__", "google.generativeai.protos.ExecutableCode.Language.__abs__": "google.generativeai.protos.Candidate.FinishReason.__abs__", "google.generativeai.protos.ExecutableCode.Language.__add__": "google.generativeai.protos.Candidate.FinishReason.__add__", "google.generativeai.protos.ExecutableCode.Language.__and__": "google.generativeai.protos.Candidate.FinishReason.__and__", @@ -708,17 +772,18 @@ "google.generativeai.protos.ExecutableCode.Language.conjugate": "google.generativeai.protos.Candidate.FinishReason.conjugate", "google.generativeai.protos.ExecutableCode.Language.denominator": "google.generativeai.protos.Candidate.FinishReason.denominator", "google.generativeai.protos.ExecutableCode.Language.imag": "google.generativeai.protos.Candidate.FinishReason.imag", + "google.generativeai.protos.ExecutableCode.Language.is_integer": "google.generativeai.protos.Candidate.FinishReason.is_integer", "google.generativeai.protos.ExecutableCode.Language.numerator": "google.generativeai.protos.Candidate.FinishReason.numerator", "google.generativeai.protos.ExecutableCode.Language.real": "google.generativeai.protos.Candidate.FinishReason.real", "google.generativeai.protos.ExecutableCode.Language.to_bytes": "google.generativeai.protos.Candidate.FinishReason.to_bytes", "google.generativeai.protos.ExecutableCode.__eq__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__eq__", - "google.generativeai.protos.ExecutableCode.__ge__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ge__", - "google.generativeai.protos.ExecutableCode.__gt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__gt__", + "google.generativeai.protos.ExecutableCode.__ge__": "google.generativeai.caching.CachedContent.__ge__", + "google.generativeai.protos.ExecutableCode.__gt__": "google.generativeai.caching.CachedContent.__gt__", "google.generativeai.protos.ExecutableCode.__init__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__init__", - "google.generativeai.protos.ExecutableCode.__le__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__le__", - "google.generativeai.protos.ExecutableCode.__lt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__lt__", + "google.generativeai.protos.ExecutableCode.__le__": "google.generativeai.caching.CachedContent.__le__", + "google.generativeai.protos.ExecutableCode.__lt__": "google.generativeai.caching.CachedContent.__lt__", "google.generativeai.protos.ExecutableCode.__ne__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ne__", - "google.generativeai.protos.ExecutableCode.__new__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__new__", + "google.generativeai.protos.ExecutableCode.__new__": "google.generativeai.caching.CachedContent.__new__", "google.generativeai.protos.File.State.__abs__": "google.generativeai.protos.Candidate.FinishReason.__abs__", "google.generativeai.protos.File.State.__add__": "google.generativeai.protos.Candidate.FinishReason.__add__", "google.generativeai.protos.File.State.__and__": "google.generativeai.protos.Candidate.FinishReason.__and__", @@ -762,33 +827,34 @@ "google.generativeai.protos.File.State.conjugate": "google.generativeai.protos.Candidate.FinishReason.conjugate", "google.generativeai.protos.File.State.denominator": "google.generativeai.protos.Candidate.FinishReason.denominator", "google.generativeai.protos.File.State.imag": "google.generativeai.protos.Candidate.FinishReason.imag", + "google.generativeai.protos.File.State.is_integer": "google.generativeai.protos.Candidate.FinishReason.is_integer", "google.generativeai.protos.File.State.numerator": "google.generativeai.protos.Candidate.FinishReason.numerator", "google.generativeai.protos.File.State.real": "google.generativeai.protos.Candidate.FinishReason.real", "google.generativeai.protos.File.State.to_bytes": "google.generativeai.protos.Candidate.FinishReason.to_bytes", "google.generativeai.protos.File.__eq__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__eq__", - "google.generativeai.protos.File.__ge__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ge__", - "google.generativeai.protos.File.__gt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__gt__", + "google.generativeai.protos.File.__ge__": "google.generativeai.caching.CachedContent.__ge__", + "google.generativeai.protos.File.__gt__": "google.generativeai.caching.CachedContent.__gt__", "google.generativeai.protos.File.__init__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__init__", - "google.generativeai.protos.File.__le__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__le__", - "google.generativeai.protos.File.__lt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__lt__", + "google.generativeai.protos.File.__le__": "google.generativeai.caching.CachedContent.__le__", + "google.generativeai.protos.File.__lt__": "google.generativeai.caching.CachedContent.__lt__", "google.generativeai.protos.File.__ne__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ne__", - "google.generativeai.protos.File.__new__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__new__", + "google.generativeai.protos.File.__new__": "google.generativeai.caching.CachedContent.__new__", "google.generativeai.protos.FileData.__eq__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__eq__", - "google.generativeai.protos.FileData.__ge__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ge__", - "google.generativeai.protos.FileData.__gt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__gt__", + "google.generativeai.protos.FileData.__ge__": "google.generativeai.caching.CachedContent.__ge__", + "google.generativeai.protos.FileData.__gt__": "google.generativeai.caching.CachedContent.__gt__", "google.generativeai.protos.FileData.__init__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__init__", - "google.generativeai.protos.FileData.__le__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__le__", - "google.generativeai.protos.FileData.__lt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__lt__", + "google.generativeai.protos.FileData.__le__": "google.generativeai.caching.CachedContent.__le__", + "google.generativeai.protos.FileData.__lt__": "google.generativeai.caching.CachedContent.__lt__", "google.generativeai.protos.FileData.__ne__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ne__", - "google.generativeai.protos.FileData.__new__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__new__", + "google.generativeai.protos.FileData.__new__": "google.generativeai.caching.CachedContent.__new__", "google.generativeai.protos.FunctionCall.__eq__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__eq__", - "google.generativeai.protos.FunctionCall.__ge__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ge__", - "google.generativeai.protos.FunctionCall.__gt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__gt__", + "google.generativeai.protos.FunctionCall.__ge__": "google.generativeai.caching.CachedContent.__ge__", + "google.generativeai.protos.FunctionCall.__gt__": "google.generativeai.caching.CachedContent.__gt__", "google.generativeai.protos.FunctionCall.__init__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__init__", - "google.generativeai.protos.FunctionCall.__le__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__le__", - "google.generativeai.protos.FunctionCall.__lt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__lt__", + "google.generativeai.protos.FunctionCall.__le__": "google.generativeai.caching.CachedContent.__le__", + "google.generativeai.protos.FunctionCall.__lt__": "google.generativeai.caching.CachedContent.__lt__", "google.generativeai.protos.FunctionCall.__ne__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ne__", - "google.generativeai.protos.FunctionCall.__new__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__new__", + "google.generativeai.protos.FunctionCall.__new__": "google.generativeai.caching.CachedContent.__new__", "google.generativeai.protos.FunctionCallingConfig.Mode.__abs__": "google.generativeai.protos.Candidate.FinishReason.__abs__", "google.generativeai.protos.FunctionCallingConfig.Mode.__add__": "google.generativeai.protos.Candidate.FinishReason.__add__", "google.generativeai.protos.FunctionCallingConfig.Mode.__and__": "google.generativeai.protos.Candidate.FinishReason.__and__", @@ -832,33 +898,34 @@ "google.generativeai.protos.FunctionCallingConfig.Mode.conjugate": "google.generativeai.protos.Candidate.FinishReason.conjugate", "google.generativeai.protos.FunctionCallingConfig.Mode.denominator": "google.generativeai.protos.Candidate.FinishReason.denominator", "google.generativeai.protos.FunctionCallingConfig.Mode.imag": "google.generativeai.protos.Candidate.FinishReason.imag", + "google.generativeai.protos.FunctionCallingConfig.Mode.is_integer": "google.generativeai.protos.Candidate.FinishReason.is_integer", "google.generativeai.protos.FunctionCallingConfig.Mode.numerator": "google.generativeai.protos.Candidate.FinishReason.numerator", "google.generativeai.protos.FunctionCallingConfig.Mode.real": "google.generativeai.protos.Candidate.FinishReason.real", "google.generativeai.protos.FunctionCallingConfig.Mode.to_bytes": "google.generativeai.protos.Candidate.FinishReason.to_bytes", "google.generativeai.protos.FunctionCallingConfig.__eq__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__eq__", - "google.generativeai.protos.FunctionCallingConfig.__ge__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ge__", - "google.generativeai.protos.FunctionCallingConfig.__gt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__gt__", + "google.generativeai.protos.FunctionCallingConfig.__ge__": "google.generativeai.caching.CachedContent.__ge__", + "google.generativeai.protos.FunctionCallingConfig.__gt__": "google.generativeai.caching.CachedContent.__gt__", "google.generativeai.protos.FunctionCallingConfig.__init__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__init__", - "google.generativeai.protos.FunctionCallingConfig.__le__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__le__", - "google.generativeai.protos.FunctionCallingConfig.__lt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__lt__", + "google.generativeai.protos.FunctionCallingConfig.__le__": "google.generativeai.caching.CachedContent.__le__", + "google.generativeai.protos.FunctionCallingConfig.__lt__": "google.generativeai.caching.CachedContent.__lt__", "google.generativeai.protos.FunctionCallingConfig.__ne__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ne__", - "google.generativeai.protos.FunctionCallingConfig.__new__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__new__", + "google.generativeai.protos.FunctionCallingConfig.__new__": "google.generativeai.caching.CachedContent.__new__", "google.generativeai.protos.FunctionDeclaration.__eq__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__eq__", - "google.generativeai.protos.FunctionDeclaration.__ge__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ge__", - "google.generativeai.protos.FunctionDeclaration.__gt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__gt__", + "google.generativeai.protos.FunctionDeclaration.__ge__": "google.generativeai.caching.CachedContent.__ge__", + "google.generativeai.protos.FunctionDeclaration.__gt__": "google.generativeai.caching.CachedContent.__gt__", "google.generativeai.protos.FunctionDeclaration.__init__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__init__", - "google.generativeai.protos.FunctionDeclaration.__le__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__le__", - "google.generativeai.protos.FunctionDeclaration.__lt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__lt__", + "google.generativeai.protos.FunctionDeclaration.__le__": "google.generativeai.caching.CachedContent.__le__", + "google.generativeai.protos.FunctionDeclaration.__lt__": "google.generativeai.caching.CachedContent.__lt__", "google.generativeai.protos.FunctionDeclaration.__ne__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ne__", - "google.generativeai.protos.FunctionDeclaration.__new__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__new__", + "google.generativeai.protos.FunctionDeclaration.__new__": "google.generativeai.caching.CachedContent.__new__", "google.generativeai.protos.FunctionResponse.__eq__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__eq__", - "google.generativeai.protos.FunctionResponse.__ge__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ge__", - "google.generativeai.protos.FunctionResponse.__gt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__gt__", + "google.generativeai.protos.FunctionResponse.__ge__": "google.generativeai.caching.CachedContent.__ge__", + "google.generativeai.protos.FunctionResponse.__gt__": "google.generativeai.caching.CachedContent.__gt__", "google.generativeai.protos.FunctionResponse.__init__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__init__", - "google.generativeai.protos.FunctionResponse.__le__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__le__", - "google.generativeai.protos.FunctionResponse.__lt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__lt__", + "google.generativeai.protos.FunctionResponse.__le__": "google.generativeai.caching.CachedContent.__le__", + "google.generativeai.protos.FunctionResponse.__lt__": "google.generativeai.caching.CachedContent.__lt__", "google.generativeai.protos.FunctionResponse.__ne__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ne__", - "google.generativeai.protos.FunctionResponse.__new__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__new__", + "google.generativeai.protos.FunctionResponse.__new__": "google.generativeai.caching.CachedContent.__new__", "google.generativeai.protos.GenerateAnswerRequest.AnswerStyle.__abs__": "google.generativeai.protos.Candidate.FinishReason.__abs__", "google.generativeai.protos.GenerateAnswerRequest.AnswerStyle.__add__": "google.generativeai.protos.Candidate.FinishReason.__add__", "google.generativeai.protos.GenerateAnswerRequest.AnswerStyle.__and__": "google.generativeai.protos.Candidate.FinishReason.__and__", @@ -902,17 +969,18 @@ "google.generativeai.protos.GenerateAnswerRequest.AnswerStyle.conjugate": "google.generativeai.protos.Candidate.FinishReason.conjugate", "google.generativeai.protos.GenerateAnswerRequest.AnswerStyle.denominator": "google.generativeai.protos.Candidate.FinishReason.denominator", "google.generativeai.protos.GenerateAnswerRequest.AnswerStyle.imag": "google.generativeai.protos.Candidate.FinishReason.imag", + "google.generativeai.protos.GenerateAnswerRequest.AnswerStyle.is_integer": "google.generativeai.protos.Candidate.FinishReason.is_integer", "google.generativeai.protos.GenerateAnswerRequest.AnswerStyle.numerator": "google.generativeai.protos.Candidate.FinishReason.numerator", "google.generativeai.protos.GenerateAnswerRequest.AnswerStyle.real": "google.generativeai.protos.Candidate.FinishReason.real", 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"google.generativeai.protos.AttributionSourceId.GroundingPassageId.__new__", + "google.generativeai.protos.SafetyFeedback.__new__": "google.generativeai.caching.CachedContent.__new__", "google.generativeai.protos.SafetyRating.HarmProbability": "google.generativeai.types.HarmProbability", "google.generativeai.protos.SafetyRating.HarmProbability.__abs__": "google.generativeai.protos.Candidate.FinishReason.__abs__", "google.generativeai.protos.SafetyRating.HarmProbability.__add__": "google.generativeai.protos.Candidate.FinishReason.__add__", @@ -1595,17 +1756,18 @@ "google.generativeai.protos.SafetyRating.HarmProbability.conjugate": "google.generativeai.protos.Candidate.FinishReason.conjugate", "google.generativeai.protos.SafetyRating.HarmProbability.denominator": "google.generativeai.protos.Candidate.FinishReason.denominator", "google.generativeai.protos.SafetyRating.HarmProbability.imag": "google.generativeai.protos.Candidate.FinishReason.imag", + "google.generativeai.protos.SafetyRating.HarmProbability.is_integer": "google.generativeai.protos.Candidate.FinishReason.is_integer", "google.generativeai.protos.SafetyRating.HarmProbability.numerator": "google.generativeai.protos.Candidate.FinishReason.numerator", "google.generativeai.protos.SafetyRating.HarmProbability.real": "google.generativeai.protos.Candidate.FinishReason.real", "google.generativeai.protos.SafetyRating.HarmProbability.to_bytes": "google.generativeai.protos.Candidate.FinishReason.to_bytes", "google.generativeai.protos.SafetyRating.__eq__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__eq__", - "google.generativeai.protos.SafetyRating.__ge__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ge__", - "google.generativeai.protos.SafetyRating.__gt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__gt__", + "google.generativeai.protos.SafetyRating.__ge__": "google.generativeai.caching.CachedContent.__ge__", + "google.generativeai.protos.SafetyRating.__gt__": "google.generativeai.caching.CachedContent.__gt__", "google.generativeai.protos.SafetyRating.__init__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__init__", - "google.generativeai.protos.SafetyRating.__le__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__le__", - "google.generativeai.protos.SafetyRating.__lt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__lt__", + "google.generativeai.protos.SafetyRating.__le__": "google.generativeai.caching.CachedContent.__le__", + "google.generativeai.protos.SafetyRating.__lt__": "google.generativeai.caching.CachedContent.__lt__", "google.generativeai.protos.SafetyRating.__ne__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ne__", - "google.generativeai.protos.SafetyRating.__new__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__new__", + "google.generativeai.protos.SafetyRating.__new__": "google.generativeai.caching.CachedContent.__new__", "google.generativeai.protos.SafetySetting.HarmBlockThreshold": "google.generativeai.types.HarmBlockThreshold", "google.generativeai.protos.SafetySetting.HarmBlockThreshold.__abs__": "google.generativeai.protos.Candidate.FinishReason.__abs__", "google.generativeai.protos.SafetySetting.HarmBlockThreshold.__add__": "google.generativeai.protos.Candidate.FinishReason.__add__", @@ -1650,49 +1812,66 @@ "google.generativeai.protos.SafetySetting.HarmBlockThreshold.conjugate": "google.generativeai.protos.Candidate.FinishReason.conjugate", "google.generativeai.protos.SafetySetting.HarmBlockThreshold.denominator": "google.generativeai.protos.Candidate.FinishReason.denominator", "google.generativeai.protos.SafetySetting.HarmBlockThreshold.imag": "google.generativeai.protos.Candidate.FinishReason.imag", + "google.generativeai.protos.SafetySetting.HarmBlockThreshold.is_integer": "google.generativeai.protos.Candidate.FinishReason.is_integer", "google.generativeai.protos.SafetySetting.HarmBlockThreshold.numerator": "google.generativeai.protos.Candidate.FinishReason.numerator", "google.generativeai.protos.SafetySetting.HarmBlockThreshold.real": "google.generativeai.protos.Candidate.FinishReason.real", "google.generativeai.protos.SafetySetting.HarmBlockThreshold.to_bytes": "google.generativeai.protos.Candidate.FinishReason.to_bytes", "google.generativeai.protos.SafetySetting.__eq__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__eq__", - "google.generativeai.protos.SafetySetting.__ge__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ge__", - "google.generativeai.protos.SafetySetting.__gt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__gt__", + "google.generativeai.protos.SafetySetting.__ge__": 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"google.generativeai.protos.StringList.__eq__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__eq__", - "google.generativeai.protos.StringList.__ge__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ge__", - "google.generativeai.protos.StringList.__gt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__gt__", + "google.generativeai.protos.StringList.__ge__": "google.generativeai.caching.CachedContent.__ge__", + "google.generativeai.protos.StringList.__gt__": "google.generativeai.caching.CachedContent.__gt__", "google.generativeai.protos.StringList.__init__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__init__", - "google.generativeai.protos.StringList.__le__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__le__", - "google.generativeai.protos.StringList.__lt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__lt__", + "google.generativeai.protos.StringList.__le__": "google.generativeai.caching.CachedContent.__le__", + "google.generativeai.protos.StringList.__lt__": "google.generativeai.caching.CachedContent.__lt__", "google.generativeai.protos.StringList.__ne__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ne__", - "google.generativeai.protos.StringList.__new__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__new__", + "google.generativeai.protos.StringList.__new__": "google.generativeai.caching.CachedContent.__new__", "google.generativeai.protos.TaskType.__abs__": "google.generativeai.protos.Candidate.FinishReason.__abs__", "google.generativeai.protos.TaskType.__add__": "google.generativeai.protos.Candidate.FinishReason.__add__", "google.generativeai.protos.TaskType.__and__": "google.generativeai.protos.Candidate.FinishReason.__and__", @@ -1736,57 +1915,58 @@ "google.generativeai.protos.TaskType.conjugate": "google.generativeai.protos.Candidate.FinishReason.conjugate", "google.generativeai.protos.TaskType.denominator": "google.generativeai.protos.Candidate.FinishReason.denominator", "google.generativeai.protos.TaskType.imag": "google.generativeai.protos.Candidate.FinishReason.imag", + "google.generativeai.protos.TaskType.is_integer": "google.generativeai.protos.Candidate.FinishReason.is_integer", "google.generativeai.protos.TaskType.numerator": "google.generativeai.protos.Candidate.FinishReason.numerator", "google.generativeai.protos.TaskType.real": "google.generativeai.protos.Candidate.FinishReason.real", "google.generativeai.protos.TaskType.to_bytes": "google.generativeai.protos.Candidate.FinishReason.to_bytes", "google.generativeai.protos.TextCompletion.__eq__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__eq__", - "google.generativeai.protos.TextCompletion.__ge__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ge__", - "google.generativeai.protos.TextCompletion.__gt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__gt__", + "google.generativeai.protos.TextCompletion.__ge__": "google.generativeai.caching.CachedContent.__ge__", + "google.generativeai.protos.TextCompletion.__gt__": "google.generativeai.caching.CachedContent.__gt__", "google.generativeai.protos.TextCompletion.__init__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__init__", - "google.generativeai.protos.TextCompletion.__le__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__le__", - "google.generativeai.protos.TextCompletion.__lt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__lt__", + "google.generativeai.protos.TextCompletion.__le__": "google.generativeai.caching.CachedContent.__le__", + "google.generativeai.protos.TextCompletion.__lt__": "google.generativeai.caching.CachedContent.__lt__", "google.generativeai.protos.TextCompletion.__ne__": 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"google.generativeai.protos.VideoMetadata.__gt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__gt__", + "google.generativeai.protos.VideoMetadata.__ge__": "google.generativeai.caching.CachedContent.__ge__", + "google.generativeai.protos.VideoMetadata.__gt__": "google.generativeai.caching.CachedContent.__gt__", "google.generativeai.protos.VideoMetadata.__init__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__init__", - "google.generativeai.protos.VideoMetadata.__le__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__le__", - "google.generativeai.protos.VideoMetadata.__lt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__lt__", + "google.generativeai.protos.VideoMetadata.__le__": "google.generativeai.caching.CachedContent.__le__", + "google.generativeai.protos.VideoMetadata.__lt__": "google.generativeai.caching.CachedContent.__lt__", "google.generativeai.protos.VideoMetadata.__ne__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ne__", - "google.generativeai.protos.VideoMetadata.__new__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__new__", - "google.generativeai.types.AsyncGenerateContentResponse.__ge__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ge__", - "google.generativeai.types.AsyncGenerateContentResponse.__gt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__gt__", - "google.generativeai.types.AsyncGenerateContentResponse.__le__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__le__", - "google.generativeai.types.AsyncGenerateContentResponse.__lt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__lt__", - "google.generativeai.types.AsyncGenerateContentResponse.__new__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__new__", - "google.generativeai.types.AuthorError.__eq__": "google.generativeai.types.AsyncGenerateContentResponse.__eq__", - "google.generativeai.types.AuthorError.__ge__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ge__", - "google.generativeai.types.AuthorError.__gt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__gt__", - "google.generativeai.types.AuthorError.__le__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__le__", - "google.generativeai.types.AuthorError.__lt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__lt__", - "google.generativeai.types.AuthorError.__ne__": "google.generativeai.types.AsyncGenerateContentResponse.__ne__", - "google.generativeai.types.BlockedPromptException.__eq__": "google.generativeai.types.AsyncGenerateContentResponse.__eq__", - "google.generativeai.types.BlockedPromptException.__ge__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ge__", - "google.generativeai.types.BlockedPromptException.__gt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__gt__", - "google.generativeai.types.BlockedPromptException.__init__": "google.generativeai.types.AuthorError.__init__", - "google.generativeai.types.BlockedPromptException.__le__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__le__", - "google.generativeai.types.BlockedPromptException.__lt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__lt__", - "google.generativeai.types.BlockedPromptException.__ne__": "google.generativeai.types.AsyncGenerateContentResponse.__ne__", - "google.generativeai.types.BlockedPromptException.__new__": "google.generativeai.types.AuthorError.__new__", - "google.generativeai.types.BlockedPromptException.add_note": "google.generativeai.types.AuthorError.add_note", - "google.generativeai.types.BlockedPromptException.args": "google.generativeai.types.AuthorError.args", - "google.generativeai.types.BlockedPromptException.with_traceback": "google.generativeai.types.AuthorError.with_traceback", + "google.generativeai.protos.VideoMetadata.__new__": "google.generativeai.caching.CachedContent.__new__", + "google.generativeai.types.AsyncGenerateContentResponse.__eq__": "google.generativeai.caching.CachedContent.__eq__", + "google.generativeai.types.AsyncGenerateContentResponse.__ge__": "google.generativeai.caching.CachedContent.__ge__", + "google.generativeai.types.AsyncGenerateContentResponse.__gt__": "google.generativeai.caching.CachedContent.__gt__", + "google.generativeai.types.AsyncGenerateContentResponse.__le__": "google.generativeai.caching.CachedContent.__le__", + "google.generativeai.types.AsyncGenerateContentResponse.__lt__": "google.generativeai.caching.CachedContent.__lt__", + "google.generativeai.types.AsyncGenerateContentResponse.__ne__": "google.generativeai.caching.CachedContent.__ne__", + "google.generativeai.types.AsyncGenerateContentResponse.__new__": "google.generativeai.caching.CachedContent.__new__", + "google.generativeai.types.BlockedPromptException.__eq__": "google.generativeai.caching.CachedContent.__eq__", + "google.generativeai.types.BlockedPromptException.__ge__": "google.generativeai.caching.CachedContent.__ge__", + "google.generativeai.types.BlockedPromptException.__gt__": "google.generativeai.caching.CachedContent.__gt__", + "google.generativeai.types.BlockedPromptException.__le__": "google.generativeai.caching.CachedContent.__le__", + "google.generativeai.types.BlockedPromptException.__lt__": "google.generativeai.caching.CachedContent.__lt__", + "google.generativeai.types.BlockedPromptException.__ne__": "google.generativeai.caching.CachedContent.__ne__", "google.generativeai.types.BlockedReason.__abs__": "google.generativeai.protos.Candidate.FinishReason.__abs__", "google.generativeai.types.BlockedReason.__add__": "google.generativeai.protos.Candidate.FinishReason.__add__", "google.generativeai.types.BlockedReason.__and__": "google.generativeai.protos.Candidate.FinishReason.__and__", @@ -2054,38 +2227,33 @@ "google.generativeai.types.BlockedReason.denominator": "google.generativeai.protos.Candidate.FinishReason.denominator", "google.generativeai.types.BlockedReason.from_bytes": "google.generativeai.protos.ContentFilter.BlockedReason.from_bytes", "google.generativeai.types.BlockedReason.imag": "google.generativeai.protos.Candidate.FinishReason.imag", + "google.generativeai.types.BlockedReason.is_integer": "google.generativeai.protos.Candidate.FinishReason.is_integer", "google.generativeai.types.BlockedReason.numerator": "google.generativeai.protos.Candidate.FinishReason.numerator", "google.generativeai.types.BlockedReason.real": "google.generativeai.protos.Candidate.FinishReason.real", "google.generativeai.types.BlockedReason.to_bytes": "google.generativeai.protos.Candidate.FinishReason.to_bytes", - "google.generativeai.types.BrokenResponseError.__eq__": "google.generativeai.types.AsyncGenerateContentResponse.__eq__", - "google.generativeai.types.BrokenResponseError.__ge__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ge__", - "google.generativeai.types.BrokenResponseError.__gt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__gt__", - "google.generativeai.types.BrokenResponseError.__init__": "google.generativeai.types.AuthorError.__init__", - "google.generativeai.types.BrokenResponseError.__le__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__le__", - "google.generativeai.types.BrokenResponseError.__lt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__lt__", - "google.generativeai.types.BrokenResponseError.__ne__": "google.generativeai.types.AsyncGenerateContentResponse.__ne__", - "google.generativeai.types.BrokenResponseError.__new__": "google.generativeai.types.AuthorError.__new__", - "google.generativeai.types.BrokenResponseError.add_note": "google.generativeai.types.AuthorError.add_note", - "google.generativeai.types.BrokenResponseError.args": "google.generativeai.types.AuthorError.args", - "google.generativeai.types.BrokenResponseError.with_traceback": "google.generativeai.types.AuthorError.with_traceback", - "google.generativeai.types.CallableFunctionDeclaration.__eq__": "google.generativeai.types.AsyncGenerateContentResponse.__eq__", - "google.generativeai.types.CallableFunctionDeclaration.__ge__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ge__", - "google.generativeai.types.CallableFunctionDeclaration.__gt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__gt__", - "google.generativeai.types.CallableFunctionDeclaration.__le__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__le__", - "google.generativeai.types.CallableFunctionDeclaration.__lt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__lt__", - "google.generativeai.types.CallableFunctionDeclaration.__ne__": "google.generativeai.types.AsyncGenerateContentResponse.__ne__", - "google.generativeai.types.CallableFunctionDeclaration.__new__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__new__", + "google.generativeai.types.BrokenResponseError.__eq__": "google.generativeai.caching.CachedContent.__eq__", + "google.generativeai.types.BrokenResponseError.__ge__": "google.generativeai.caching.CachedContent.__ge__", + "google.generativeai.types.BrokenResponseError.__gt__": "google.generativeai.caching.CachedContent.__gt__", + "google.generativeai.types.BrokenResponseError.__init__": "google.generativeai.types.BlockedPromptException.__init__", + "google.generativeai.types.BrokenResponseError.__le__": "google.generativeai.caching.CachedContent.__le__", + "google.generativeai.types.BrokenResponseError.__lt__": "google.generativeai.caching.CachedContent.__lt__", + "google.generativeai.types.BrokenResponseError.__ne__": "google.generativeai.caching.CachedContent.__ne__", + "google.generativeai.types.BrokenResponseError.__new__": "google.generativeai.types.BlockedPromptException.__new__", + "google.generativeai.types.BrokenResponseError.add_note": "google.generativeai.types.BlockedPromptException.add_note", + "google.generativeai.types.BrokenResponseError.args": "google.generativeai.types.BlockedPromptException.args", + "google.generativeai.types.BrokenResponseError.with_traceback": "google.generativeai.types.BlockedPromptException.with_traceback", + "google.generativeai.types.CallableFunctionDeclaration.__eq__": "google.generativeai.caching.CachedContent.__eq__", + "google.generativeai.types.CallableFunctionDeclaration.__ge__": "google.generativeai.caching.CachedContent.__ge__", + "google.generativeai.types.CallableFunctionDeclaration.__gt__": "google.generativeai.caching.CachedContent.__gt__", + "google.generativeai.types.CallableFunctionDeclaration.__le__": "google.generativeai.caching.CachedContent.__le__", + "google.generativeai.types.CallableFunctionDeclaration.__lt__": "google.generativeai.caching.CachedContent.__lt__", + "google.generativeai.types.CallableFunctionDeclaration.__ne__": "google.generativeai.caching.CachedContent.__ne__", + "google.generativeai.types.CallableFunctionDeclaration.__new__": "google.generativeai.caching.CachedContent.__new__", "google.generativeai.types.CallableFunctionDeclaration.description": "google.generativeai.types.FunctionDeclaration.description", "google.generativeai.types.CallableFunctionDeclaration.from_function": "google.generativeai.types.FunctionDeclaration.from_function", "google.generativeai.types.CallableFunctionDeclaration.name": "google.generativeai.types.FunctionDeclaration.name", "google.generativeai.types.CallableFunctionDeclaration.parameters": "google.generativeai.types.FunctionDeclaration.parameters", "google.generativeai.types.CallableFunctionDeclaration.to_proto": "google.generativeai.types.FunctionDeclaration.to_proto", - "google.generativeai.types.ChatResponse.__ge__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ge__", - "google.generativeai.types.ChatResponse.__gt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__gt__", - "google.generativeai.types.ChatResponse.__le__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__le__", - "google.generativeai.types.ChatResponse.__lt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__lt__", - "google.generativeai.types.ChatResponse.__ne__": "google.generativeai.types.AsyncGenerateContentResponse.__ne__", - "google.generativeai.types.ChatResponse.__new__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__new__", "google.generativeai.types.CitationMetadataDict.__contains__": "google.generativeai.types.BlobDict.__contains__", "google.generativeai.types.CitationMetadataDict.__eq__": "google.generativeai.types.BlobDict.__eq__", "google.generativeai.types.CitationMetadataDict.__ge__": "google.generativeai.types.BlobDict.__ge__", @@ -2134,13 +2302,6 @@ "google.generativeai.types.CitationSourceDict.setdefault": "google.generativeai.types.BlobDict.setdefault", "google.generativeai.types.CitationSourceDict.update": "google.generativeai.types.BlobDict.update", "google.generativeai.types.CitationSourceDict.values": "google.generativeai.types.BlobDict.values", - "google.generativeai.types.Completion.__ge__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ge__", - "google.generativeai.types.Completion.__gt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__gt__", - "google.generativeai.types.Completion.__init__": "google.generativeai.types.ChatResponse.__init__", - "google.generativeai.types.Completion.__le__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__le__", - "google.generativeai.types.Completion.__lt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__lt__", - "google.generativeai.types.Completion.__ne__": "google.generativeai.types.AsyncGenerateContentResponse.__ne__", - "google.generativeai.types.Completion.__new__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__new__", "google.generativeai.types.ContentDict.__contains__": "google.generativeai.types.BlobDict.__contains__", "google.generativeai.types.ContentDict.__eq__": "google.generativeai.types.BlobDict.__eq__", "google.generativeai.types.ContentDict.__ge__": "google.generativeai.types.BlobDict.__ge__", @@ -2189,37 +2350,13 @@ "google.generativeai.types.ContentFilterDict.setdefault": "google.generativeai.types.BlobDict.setdefault", "google.generativeai.types.ContentFilterDict.update": "google.generativeai.types.BlobDict.update", "google.generativeai.types.ContentFilterDict.values": "google.generativeai.types.BlobDict.values", - "google.generativeai.types.ExampleDict.__contains__": "google.generativeai.types.BlobDict.__contains__", - "google.generativeai.types.ExampleDict.__eq__": "google.generativeai.types.BlobDict.__eq__", - "google.generativeai.types.ExampleDict.__ge__": "google.generativeai.types.BlobDict.__ge__", - "google.generativeai.types.ExampleDict.__getitem__": "google.generativeai.types.BlobDict.__getitem__", - "google.generativeai.types.ExampleDict.__gt__": "google.generativeai.types.BlobDict.__gt__", - "google.generativeai.types.ExampleDict.__init__": "google.generativeai.types.BlobDict.__init__", - "google.generativeai.types.ExampleDict.__iter__": "google.generativeai.types.BlobDict.__iter__", - "google.generativeai.types.ExampleDict.__le__": "google.generativeai.types.BlobDict.__le__", - "google.generativeai.types.ExampleDict.__len__": "google.generativeai.types.BlobDict.__len__", - "google.generativeai.types.ExampleDict.__lt__": "google.generativeai.types.BlobDict.__lt__", - "google.generativeai.types.ExampleDict.__ne__": "google.generativeai.types.BlobDict.__ne__", - "google.generativeai.types.ExampleDict.__new__": "google.generativeai.types.BlobDict.__new__", - "google.generativeai.types.ExampleDict.__or__": "google.generativeai.types.BlobDict.__or__", - "google.generativeai.types.ExampleDict.__ror__": "google.generativeai.types.BlobDict.__ror__", - "google.generativeai.types.ExampleDict.clear": "google.generativeai.types.BlobDict.clear", - "google.generativeai.types.ExampleDict.copy": "google.generativeai.types.BlobDict.copy", - "google.generativeai.types.ExampleDict.get": "google.generativeai.types.BlobDict.get", - "google.generativeai.types.ExampleDict.items": "google.generativeai.types.BlobDict.items", - "google.generativeai.types.ExampleDict.keys": "google.generativeai.types.BlobDict.keys", - "google.generativeai.types.ExampleDict.pop": "google.generativeai.types.BlobDict.pop", - "google.generativeai.types.ExampleDict.popitem": "google.generativeai.types.BlobDict.popitem", - "google.generativeai.types.ExampleDict.setdefault": "google.generativeai.types.BlobDict.setdefault", - "google.generativeai.types.ExampleDict.update": "google.generativeai.types.BlobDict.update", - "google.generativeai.types.ExampleDict.values": "google.generativeai.types.BlobDict.values", - "google.generativeai.types.File.__eq__": "google.generativeai.types.AsyncGenerateContentResponse.__eq__", - "google.generativeai.types.File.__ge__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ge__", - "google.generativeai.types.File.__gt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__gt__", - "google.generativeai.types.File.__le__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__le__", - "google.generativeai.types.File.__lt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__lt__", - "google.generativeai.types.File.__ne__": "google.generativeai.types.AsyncGenerateContentResponse.__ne__", - "google.generativeai.types.File.__new__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__new__", + "google.generativeai.types.File.__eq__": "google.generativeai.caching.CachedContent.__eq__", + "google.generativeai.types.File.__ge__": "google.generativeai.caching.CachedContent.__ge__", + "google.generativeai.types.File.__gt__": "google.generativeai.caching.CachedContent.__gt__", + "google.generativeai.types.File.__le__": "google.generativeai.caching.CachedContent.__le__", + "google.generativeai.types.File.__lt__": "google.generativeai.caching.CachedContent.__lt__", + "google.generativeai.types.File.__ne__": "google.generativeai.caching.CachedContent.__ne__", + "google.generativeai.types.File.__new__": "google.generativeai.caching.CachedContent.__new__", "google.generativeai.types.FileDataDict.__contains__": "google.generativeai.types.BlobDict.__contains__", "google.generativeai.types.FileDataDict.__eq__": "google.generativeai.types.BlobDict.__eq__", "google.generativeai.types.FileDataDict.__ge__": "google.generativeai.types.BlobDict.__ge__", @@ -2244,40 +2381,40 @@ "google.generativeai.types.FileDataDict.setdefault": "google.generativeai.types.BlobDict.setdefault", "google.generativeai.types.FileDataDict.update": "google.generativeai.types.BlobDict.update", "google.generativeai.types.FileDataDict.values": "google.generativeai.types.BlobDict.values", - "google.generativeai.types.FunctionDeclaration.__eq__": "google.generativeai.types.AsyncGenerateContentResponse.__eq__", - "google.generativeai.types.FunctionDeclaration.__ge__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ge__", - "google.generativeai.types.FunctionDeclaration.__gt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__gt__", - "google.generativeai.types.FunctionDeclaration.__le__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__le__", - "google.generativeai.types.FunctionDeclaration.__lt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__lt__", - "google.generativeai.types.FunctionDeclaration.__ne__": "google.generativeai.types.AsyncGenerateContentResponse.__ne__", - "google.generativeai.types.FunctionDeclaration.__new__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__new__", - "google.generativeai.types.FunctionLibrary.__eq__": "google.generativeai.types.AsyncGenerateContentResponse.__eq__", - "google.generativeai.types.FunctionLibrary.__ge__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ge__", - "google.generativeai.types.FunctionLibrary.__gt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__gt__", - "google.generativeai.types.FunctionLibrary.__le__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__le__", - "google.generativeai.types.FunctionLibrary.__lt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__lt__", - "google.generativeai.types.FunctionLibrary.__ne__": "google.generativeai.types.AsyncGenerateContentResponse.__ne__", - "google.generativeai.types.FunctionLibrary.__new__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__new__", - "google.generativeai.types.GenerateContentResponse.__eq__": "google.generativeai.types.AsyncGenerateContentResponse.__eq__", - "google.generativeai.types.GenerateContentResponse.__ge__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ge__", - "google.generativeai.types.GenerateContentResponse.__gt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__gt__", + "google.generativeai.types.FunctionDeclaration.__eq__": "google.generativeai.caching.CachedContent.__eq__", + "google.generativeai.types.FunctionDeclaration.__ge__": "google.generativeai.caching.CachedContent.__ge__", + "google.generativeai.types.FunctionDeclaration.__gt__": "google.generativeai.caching.CachedContent.__gt__", + "google.generativeai.types.FunctionDeclaration.__le__": "google.generativeai.caching.CachedContent.__le__", + "google.generativeai.types.FunctionDeclaration.__lt__": "google.generativeai.caching.CachedContent.__lt__", + "google.generativeai.types.FunctionDeclaration.__ne__": "google.generativeai.caching.CachedContent.__ne__", + "google.generativeai.types.FunctionDeclaration.__new__": "google.generativeai.caching.CachedContent.__new__", + "google.generativeai.types.FunctionLibrary.__eq__": "google.generativeai.caching.CachedContent.__eq__", + "google.generativeai.types.FunctionLibrary.__ge__": "google.generativeai.caching.CachedContent.__ge__", + "google.generativeai.types.FunctionLibrary.__gt__": "google.generativeai.caching.CachedContent.__gt__", + "google.generativeai.types.FunctionLibrary.__le__": "google.generativeai.caching.CachedContent.__le__", + "google.generativeai.types.FunctionLibrary.__lt__": "google.generativeai.caching.CachedContent.__lt__", + "google.generativeai.types.FunctionLibrary.__ne__": "google.generativeai.caching.CachedContent.__ne__", + "google.generativeai.types.FunctionLibrary.__new__": "google.generativeai.caching.CachedContent.__new__", + "google.generativeai.types.GenerateContentResponse.__eq__": "google.generativeai.caching.CachedContent.__eq__", + "google.generativeai.types.GenerateContentResponse.__ge__": "google.generativeai.caching.CachedContent.__ge__", + "google.generativeai.types.GenerateContentResponse.__gt__": "google.generativeai.caching.CachedContent.__gt__", "google.generativeai.types.GenerateContentResponse.__init__": "google.generativeai.types.AsyncGenerateContentResponse.__init__", - "google.generativeai.types.GenerateContentResponse.__le__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__le__", - "google.generativeai.types.GenerateContentResponse.__lt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__lt__", - "google.generativeai.types.GenerateContentResponse.__ne__": "google.generativeai.types.AsyncGenerateContentResponse.__ne__", - "google.generativeai.types.GenerateContentResponse.__new__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__new__", + "google.generativeai.types.GenerateContentResponse.__le__": "google.generativeai.caching.CachedContent.__le__", + "google.generativeai.types.GenerateContentResponse.__lt__": "google.generativeai.caching.CachedContent.__lt__", + "google.generativeai.types.GenerateContentResponse.__ne__": "google.generativeai.caching.CachedContent.__ne__", + "google.generativeai.types.GenerateContentResponse.__new__": "google.generativeai.caching.CachedContent.__new__", "google.generativeai.types.GenerateContentResponse.candidates": "google.generativeai.types.AsyncGenerateContentResponse.candidates", "google.generativeai.types.GenerateContentResponse.parts": "google.generativeai.types.AsyncGenerateContentResponse.parts", "google.generativeai.types.GenerateContentResponse.prompt_feedback": "google.generativeai.types.AsyncGenerateContentResponse.prompt_feedback", "google.generativeai.types.GenerateContentResponse.text": "google.generativeai.types.AsyncGenerateContentResponse.text", "google.generativeai.types.GenerateContentResponse.to_dict": "google.generativeai.types.AsyncGenerateContentResponse.to_dict", "google.generativeai.types.GenerateContentResponse.usage_metadata": "google.generativeai.types.AsyncGenerateContentResponse.usage_metadata", - "google.generativeai.types.GenerationConfig.__ge__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ge__", - "google.generativeai.types.GenerationConfig.__gt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__gt__", - "google.generativeai.types.GenerationConfig.__le__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__le__", - "google.generativeai.types.GenerationConfig.__lt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__lt__", - "google.generativeai.types.GenerationConfig.__ne__": "google.generativeai.types.AsyncGenerateContentResponse.__ne__", - "google.generativeai.types.GenerationConfig.__new__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__new__", + "google.generativeai.types.GenerationConfig.__ge__": "google.generativeai.caching.CachedContent.__ge__", + "google.generativeai.types.GenerationConfig.__gt__": "google.generativeai.caching.CachedContent.__gt__", + "google.generativeai.types.GenerationConfig.__le__": "google.generativeai.caching.CachedContent.__le__", + "google.generativeai.types.GenerationConfig.__lt__": "google.generativeai.caching.CachedContent.__lt__", + "google.generativeai.types.GenerationConfig.__ne__": "google.generativeai.caching.CachedContent.__ne__", + "google.generativeai.types.GenerationConfig.__new__": "google.generativeai.caching.CachedContent.__new__", "google.generativeai.types.GenerationConfigDict.__contains__": "google.generativeai.types.BlobDict.__contains__", "google.generativeai.types.GenerationConfigDict.__eq__": "google.generativeai.types.BlobDict.__eq__", "google.generativeai.types.GenerationConfigDict.__ge__": "google.generativeai.types.BlobDict.__ge__", @@ -2350,6 +2487,7 @@ "google.generativeai.types.HarmBlockThreshold.denominator": "google.generativeai.protos.Candidate.FinishReason.denominator", "google.generativeai.types.HarmBlockThreshold.from_bytes": "google.generativeai.protos.SafetySetting.HarmBlockThreshold.from_bytes", "google.generativeai.types.HarmBlockThreshold.imag": "google.generativeai.protos.Candidate.FinishReason.imag", + "google.generativeai.types.HarmBlockThreshold.is_integer": "google.generativeai.protos.Candidate.FinishReason.is_integer", "google.generativeai.types.HarmBlockThreshold.numerator": "google.generativeai.protos.Candidate.FinishReason.numerator", "google.generativeai.types.HarmBlockThreshold.real": "google.generativeai.protos.Candidate.FinishReason.real", "google.generativeai.types.HarmBlockThreshold.to_bytes": "google.generativeai.protos.Candidate.FinishReason.to_bytes", @@ -2396,6 +2534,7 @@ "google.generativeai.types.HarmCategory.conjugate": "google.generativeai.protos.Candidate.FinishReason.conjugate", "google.generativeai.types.HarmCategory.denominator": "google.generativeai.protos.Candidate.FinishReason.denominator", "google.generativeai.types.HarmCategory.imag": "google.generativeai.protos.Candidate.FinishReason.imag", + "google.generativeai.types.HarmCategory.is_integer": "google.generativeai.protos.Candidate.FinishReason.is_integer", "google.generativeai.types.HarmCategory.numerator": "google.generativeai.protos.Candidate.FinishReason.numerator", "google.generativeai.types.HarmCategory.real": "google.generativeai.protos.Candidate.FinishReason.real", "google.generativeai.types.HarmCategory.to_bytes": "google.generativeai.protos.Candidate.FinishReason.to_bytes", @@ -2447,74 +2586,27 @@ "google.generativeai.types.HarmProbability.denominator": "google.generativeai.protos.Candidate.FinishReason.denominator", "google.generativeai.types.HarmProbability.from_bytes": "google.generativeai.protos.SafetyRating.HarmProbability.from_bytes", "google.generativeai.types.HarmProbability.imag": "google.generativeai.protos.Candidate.FinishReason.imag", + "google.generativeai.types.HarmProbability.is_integer": "google.generativeai.protos.Candidate.FinishReason.is_integer", "google.generativeai.types.HarmProbability.numerator": "google.generativeai.protos.Candidate.FinishReason.numerator", "google.generativeai.types.HarmProbability.real": "google.generativeai.protos.Candidate.FinishReason.real", "google.generativeai.types.HarmProbability.to_bytes": "google.generativeai.protos.Candidate.FinishReason.to_bytes", - "google.generativeai.types.IncompleteIterationError.__eq__": "google.generativeai.types.AsyncGenerateContentResponse.__eq__", - "google.generativeai.types.IncompleteIterationError.__ge__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ge__", - "google.generativeai.types.IncompleteIterationError.__gt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__gt__", - "google.generativeai.types.IncompleteIterationError.__init__": "google.generativeai.types.AuthorError.__init__", - "google.generativeai.types.IncompleteIterationError.__le__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__le__", - "google.generativeai.types.IncompleteIterationError.__lt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__lt__", - "google.generativeai.types.IncompleteIterationError.__ne__": "google.generativeai.types.AsyncGenerateContentResponse.__ne__", - "google.generativeai.types.IncompleteIterationError.__new__": "google.generativeai.types.AuthorError.__new__", - "google.generativeai.types.IncompleteIterationError.add_note": "google.generativeai.types.AuthorError.add_note", - "google.generativeai.types.IncompleteIterationError.args": "google.generativeai.types.AuthorError.args", - "google.generativeai.types.IncompleteIterationError.with_traceback": "google.generativeai.types.AuthorError.with_traceback", - "google.generativeai.types.MessageDict.__contains__": "google.generativeai.types.BlobDict.__contains__", - "google.generativeai.types.MessageDict.__eq__": "google.generativeai.types.BlobDict.__eq__", - "google.generativeai.types.MessageDict.__ge__": "google.generativeai.types.BlobDict.__ge__", - "google.generativeai.types.MessageDict.__getitem__": "google.generativeai.types.BlobDict.__getitem__", - "google.generativeai.types.MessageDict.__gt__": "google.generativeai.types.BlobDict.__gt__", - "google.generativeai.types.MessageDict.__init__": "google.generativeai.types.BlobDict.__init__", - "google.generativeai.types.MessageDict.__iter__": "google.generativeai.types.BlobDict.__iter__", - "google.generativeai.types.MessageDict.__le__": "google.generativeai.types.BlobDict.__le__", - "google.generativeai.types.MessageDict.__len__": "google.generativeai.types.BlobDict.__len__", - "google.generativeai.types.MessageDict.__lt__": "google.generativeai.types.BlobDict.__lt__", - "google.generativeai.types.MessageDict.__ne__": "google.generativeai.types.BlobDict.__ne__", - "google.generativeai.types.MessageDict.__new__": "google.generativeai.types.BlobDict.__new__", - "google.generativeai.types.MessageDict.__or__": "google.generativeai.types.BlobDict.__or__", - "google.generativeai.types.MessageDict.__ror__": "google.generativeai.types.BlobDict.__ror__", - "google.generativeai.types.MessageDict.clear": "google.generativeai.types.BlobDict.clear", - "google.generativeai.types.MessageDict.copy": "google.generativeai.types.BlobDict.copy", - "google.generativeai.types.MessageDict.get": "google.generativeai.types.BlobDict.get", - "google.generativeai.types.MessageDict.items": "google.generativeai.types.BlobDict.items", - "google.generativeai.types.MessageDict.keys": "google.generativeai.types.BlobDict.keys", - "google.generativeai.types.MessageDict.pop": "google.generativeai.types.BlobDict.pop", - "google.generativeai.types.MessageDict.popitem": "google.generativeai.types.BlobDict.popitem", - "google.generativeai.types.MessageDict.setdefault": "google.generativeai.types.BlobDict.setdefault", - "google.generativeai.types.MessageDict.update": "google.generativeai.types.BlobDict.update", - "google.generativeai.types.MessageDict.values": "google.generativeai.types.BlobDict.values", - "google.generativeai.types.MessagePromptDict.__contains__": "google.generativeai.types.BlobDict.__contains__", - "google.generativeai.types.MessagePromptDict.__eq__": "google.generativeai.types.BlobDict.__eq__", - "google.generativeai.types.MessagePromptDict.__ge__": "google.generativeai.types.BlobDict.__ge__", - "google.generativeai.types.MessagePromptDict.__getitem__": "google.generativeai.types.BlobDict.__getitem__", - "google.generativeai.types.MessagePromptDict.__gt__": "google.generativeai.types.BlobDict.__gt__", - "google.generativeai.types.MessagePromptDict.__init__": "google.generativeai.types.BlobDict.__init__", - "google.generativeai.types.MessagePromptDict.__iter__": "google.generativeai.types.BlobDict.__iter__", - "google.generativeai.types.MessagePromptDict.__le__": "google.generativeai.types.BlobDict.__le__", - "google.generativeai.types.MessagePromptDict.__len__": "google.generativeai.types.BlobDict.__len__", - "google.generativeai.types.MessagePromptDict.__lt__": "google.generativeai.types.BlobDict.__lt__", - "google.generativeai.types.MessagePromptDict.__ne__": "google.generativeai.types.BlobDict.__ne__", - "google.generativeai.types.MessagePromptDict.__new__": "google.generativeai.types.BlobDict.__new__", - "google.generativeai.types.MessagePromptDict.__or__": "google.generativeai.types.BlobDict.__or__", - "google.generativeai.types.MessagePromptDict.__ror__": "google.generativeai.types.BlobDict.__ror__", - "google.generativeai.types.MessagePromptDict.clear": "google.generativeai.types.BlobDict.clear", - "google.generativeai.types.MessagePromptDict.copy": "google.generativeai.types.BlobDict.copy", - "google.generativeai.types.MessagePromptDict.get": "google.generativeai.types.BlobDict.get", - "google.generativeai.types.MessagePromptDict.items": "google.generativeai.types.BlobDict.items", - "google.generativeai.types.MessagePromptDict.keys": "google.generativeai.types.BlobDict.keys", - "google.generativeai.types.MessagePromptDict.pop": "google.generativeai.types.BlobDict.pop", - "google.generativeai.types.MessagePromptDict.popitem": "google.generativeai.types.BlobDict.popitem", - "google.generativeai.types.MessagePromptDict.setdefault": "google.generativeai.types.BlobDict.setdefault", - "google.generativeai.types.MessagePromptDict.update": "google.generativeai.types.BlobDict.update", - "google.generativeai.types.MessagePromptDict.values": "google.generativeai.types.BlobDict.values", - "google.generativeai.types.Model.__ge__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ge__", - "google.generativeai.types.Model.__gt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__gt__", - "google.generativeai.types.Model.__le__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__le__", - "google.generativeai.types.Model.__lt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__lt__", - "google.generativeai.types.Model.__ne__": "google.generativeai.types.AsyncGenerateContentResponse.__ne__", - "google.generativeai.types.Model.__new__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__new__", + "google.generativeai.types.IncompleteIterationError.__eq__": "google.generativeai.caching.CachedContent.__eq__", + "google.generativeai.types.IncompleteIterationError.__ge__": "google.generativeai.caching.CachedContent.__ge__", + "google.generativeai.types.IncompleteIterationError.__gt__": "google.generativeai.caching.CachedContent.__gt__", + "google.generativeai.types.IncompleteIterationError.__init__": "google.generativeai.types.BlockedPromptException.__init__", + "google.generativeai.types.IncompleteIterationError.__le__": "google.generativeai.caching.CachedContent.__le__", + "google.generativeai.types.IncompleteIterationError.__lt__": "google.generativeai.caching.CachedContent.__lt__", + "google.generativeai.types.IncompleteIterationError.__ne__": "google.generativeai.caching.CachedContent.__ne__", + "google.generativeai.types.IncompleteIterationError.__new__": "google.generativeai.types.BlockedPromptException.__new__", + "google.generativeai.types.IncompleteIterationError.add_note": "google.generativeai.types.BlockedPromptException.add_note", + "google.generativeai.types.IncompleteIterationError.args": "google.generativeai.types.BlockedPromptException.args", + "google.generativeai.types.IncompleteIterationError.with_traceback": "google.generativeai.types.BlockedPromptException.with_traceback", + "google.generativeai.types.Model.__ge__": "google.generativeai.caching.CachedContent.__ge__", + "google.generativeai.types.Model.__gt__": "google.generativeai.caching.CachedContent.__gt__", + "google.generativeai.types.Model.__le__": "google.generativeai.caching.CachedContent.__le__", + "google.generativeai.types.Model.__lt__": "google.generativeai.caching.CachedContent.__lt__", + "google.generativeai.types.Model.__ne__": "google.generativeai.caching.CachedContent.__ne__", + "google.generativeai.types.Model.__new__": "google.generativeai.caching.CachedContent.__new__", "google.generativeai.types.ModelNameOptions": "google.generativeai.types.AnyModelNameOptions", "google.generativeai.types.PartDict.__contains__": "google.generativeai.types.BlobDict.__contains__", "google.generativeai.types.PartDict.__eq__": "google.generativeai.types.BlobDict.__eq__", @@ -2540,49 +2632,25 @@ "google.generativeai.types.PartDict.setdefault": "google.generativeai.types.BlobDict.setdefault", "google.generativeai.types.PartDict.update": "google.generativeai.types.BlobDict.update", "google.generativeai.types.PartDict.values": "google.generativeai.types.BlobDict.values", - "google.generativeai.types.Permission.__ge__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ge__", - "google.generativeai.types.Permission.__gt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__gt__", - "google.generativeai.types.Permission.__le__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__le__", - "google.generativeai.types.Permission.__lt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__lt__", - "google.generativeai.types.Permission.__ne__": "google.generativeai.types.AsyncGenerateContentResponse.__ne__", - "google.generativeai.types.Permission.__new__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__new__", - "google.generativeai.types.Permissions.__eq__": "google.generativeai.types.AsyncGenerateContentResponse.__eq__", - "google.generativeai.types.Permissions.__ge__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ge__", - "google.generativeai.types.Permissions.__gt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__gt__", - "google.generativeai.types.Permissions.__le__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__le__", - "google.generativeai.types.Permissions.__lt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__lt__", - "google.generativeai.types.Permissions.__ne__": "google.generativeai.types.AsyncGenerateContentResponse.__ne__", - "google.generativeai.types.Permissions.__new__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__new__", - "google.generativeai.types.RequestOptions.__ge__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ge__", - "google.generativeai.types.RequestOptions.__gt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__gt__", - "google.generativeai.types.RequestOptions.__le__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__le__", - "google.generativeai.types.RequestOptions.__lt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__lt__", - "google.generativeai.types.RequestOptions.__ne__": "google.generativeai.types.AsyncGenerateContentResponse.__ne__", - "google.generativeai.types.RequestOptions.__new__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__new__", - "google.generativeai.types.ResponseDict.__contains__": "google.generativeai.types.BlobDict.__contains__", - "google.generativeai.types.ResponseDict.__eq__": "google.generativeai.types.BlobDict.__eq__", - "google.generativeai.types.ResponseDict.__ge__": "google.generativeai.types.BlobDict.__ge__", - "google.generativeai.types.ResponseDict.__getitem__": "google.generativeai.types.BlobDict.__getitem__", - "google.generativeai.types.ResponseDict.__gt__": "google.generativeai.types.BlobDict.__gt__", - "google.generativeai.types.ResponseDict.__init__": "google.generativeai.types.BlobDict.__init__", - "google.generativeai.types.ResponseDict.__iter__": "google.generativeai.types.BlobDict.__iter__", - "google.generativeai.types.ResponseDict.__le__": "google.generativeai.types.BlobDict.__le__", - "google.generativeai.types.ResponseDict.__len__": "google.generativeai.types.BlobDict.__len__", - "google.generativeai.types.ResponseDict.__lt__": "google.generativeai.types.BlobDict.__lt__", - "google.generativeai.types.ResponseDict.__ne__": "google.generativeai.types.BlobDict.__ne__", - "google.generativeai.types.ResponseDict.__new__": "google.generativeai.types.BlobDict.__new__", - "google.generativeai.types.ResponseDict.__or__": "google.generativeai.types.BlobDict.__or__", - "google.generativeai.types.ResponseDict.__ror__": "google.generativeai.types.BlobDict.__ror__", - "google.generativeai.types.ResponseDict.clear": "google.generativeai.types.BlobDict.clear", - "google.generativeai.types.ResponseDict.copy": "google.generativeai.types.BlobDict.copy", - "google.generativeai.types.ResponseDict.get": "google.generativeai.types.BlobDict.get", - "google.generativeai.types.ResponseDict.items": "google.generativeai.types.BlobDict.items", - "google.generativeai.types.ResponseDict.keys": "google.generativeai.types.BlobDict.keys", - "google.generativeai.types.ResponseDict.pop": "google.generativeai.types.BlobDict.pop", - "google.generativeai.types.ResponseDict.popitem": "google.generativeai.types.BlobDict.popitem", - "google.generativeai.types.ResponseDict.setdefault": "google.generativeai.types.BlobDict.setdefault", - "google.generativeai.types.ResponseDict.update": "google.generativeai.types.BlobDict.update", - "google.generativeai.types.ResponseDict.values": "google.generativeai.types.BlobDict.values", + "google.generativeai.types.Permission.__ge__": "google.generativeai.caching.CachedContent.__ge__", + "google.generativeai.types.Permission.__gt__": "google.generativeai.caching.CachedContent.__gt__", + "google.generativeai.types.Permission.__le__": "google.generativeai.caching.CachedContent.__le__", + "google.generativeai.types.Permission.__lt__": "google.generativeai.caching.CachedContent.__lt__", + "google.generativeai.types.Permission.__ne__": "google.generativeai.caching.CachedContent.__ne__", + "google.generativeai.types.Permission.__new__": "google.generativeai.caching.CachedContent.__new__", + "google.generativeai.types.Permissions.__eq__": "google.generativeai.caching.CachedContent.__eq__", + "google.generativeai.types.Permissions.__ge__": "google.generativeai.caching.CachedContent.__ge__", + "google.generativeai.types.Permissions.__gt__": "google.generativeai.caching.CachedContent.__gt__", + "google.generativeai.types.Permissions.__le__": "google.generativeai.caching.CachedContent.__le__", + "google.generativeai.types.Permissions.__lt__": "google.generativeai.caching.CachedContent.__lt__", + "google.generativeai.types.Permissions.__ne__": "google.generativeai.caching.CachedContent.__ne__", + "google.generativeai.types.Permissions.__new__": "google.generativeai.caching.CachedContent.__new__", + "google.generativeai.types.RequestOptions.__ge__": "google.generativeai.caching.CachedContent.__ge__", + "google.generativeai.types.RequestOptions.__gt__": "google.generativeai.caching.CachedContent.__gt__", + "google.generativeai.types.RequestOptions.__le__": "google.generativeai.caching.CachedContent.__le__", + "google.generativeai.types.RequestOptions.__lt__": "google.generativeai.caching.CachedContent.__lt__", + "google.generativeai.types.RequestOptions.__ne__": "google.generativeai.caching.CachedContent.__ne__", + "google.generativeai.types.RequestOptions.__new__": "google.generativeai.caching.CachedContent.__new__", "google.generativeai.types.SafetyFeedbackDict.__contains__": "google.generativeai.types.BlobDict.__contains__", "google.generativeai.types.SafetyFeedbackDict.__eq__": "google.generativeai.types.BlobDict.__eq__", "google.generativeai.types.SafetyFeedbackDict.__ge__": "google.generativeai.types.BlobDict.__ge__", @@ -2655,24 +2723,24 @@ "google.generativeai.types.SafetySettingDict.setdefault": "google.generativeai.types.BlobDict.setdefault", "google.generativeai.types.SafetySettingDict.update": "google.generativeai.types.BlobDict.update", "google.generativeai.types.SafetySettingDict.values": "google.generativeai.types.BlobDict.values", - "google.generativeai.types.StopCandidateException.__eq__": "google.generativeai.types.AsyncGenerateContentResponse.__eq__", - "google.generativeai.types.StopCandidateException.__ge__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ge__", - "google.generativeai.types.StopCandidateException.__gt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__gt__", - "google.generativeai.types.StopCandidateException.__init__": "google.generativeai.types.AuthorError.__init__", - "google.generativeai.types.StopCandidateException.__le__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__le__", - "google.generativeai.types.StopCandidateException.__lt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__lt__", - "google.generativeai.types.StopCandidateException.__ne__": "google.generativeai.types.AsyncGenerateContentResponse.__ne__", - "google.generativeai.types.StopCandidateException.__new__": "google.generativeai.types.AuthorError.__new__", - "google.generativeai.types.StopCandidateException.add_note": "google.generativeai.types.AuthorError.add_note", - "google.generativeai.types.StopCandidateException.args": "google.generativeai.types.AuthorError.args", - "google.generativeai.types.StopCandidateException.with_traceback": "google.generativeai.types.AuthorError.with_traceback", - "google.generativeai.types.Tool.__eq__": "google.generativeai.types.AsyncGenerateContentResponse.__eq__", - "google.generativeai.types.Tool.__ge__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ge__", - "google.generativeai.types.Tool.__gt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__gt__", - "google.generativeai.types.Tool.__le__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__le__", - "google.generativeai.types.Tool.__lt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__lt__", - "google.generativeai.types.Tool.__ne__": "google.generativeai.types.AsyncGenerateContentResponse.__ne__", - "google.generativeai.types.Tool.__new__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__new__", + "google.generativeai.types.StopCandidateException.__eq__": "google.generativeai.caching.CachedContent.__eq__", + "google.generativeai.types.StopCandidateException.__ge__": "google.generativeai.caching.CachedContent.__ge__", + "google.generativeai.types.StopCandidateException.__gt__": "google.generativeai.caching.CachedContent.__gt__", + "google.generativeai.types.StopCandidateException.__init__": "google.generativeai.types.BlockedPromptException.__init__", + "google.generativeai.types.StopCandidateException.__le__": "google.generativeai.caching.CachedContent.__le__", + "google.generativeai.types.StopCandidateException.__lt__": "google.generativeai.caching.CachedContent.__lt__", + "google.generativeai.types.StopCandidateException.__ne__": "google.generativeai.caching.CachedContent.__ne__", + "google.generativeai.types.StopCandidateException.__new__": "google.generativeai.types.BlockedPromptException.__new__", + "google.generativeai.types.StopCandidateException.add_note": "google.generativeai.types.BlockedPromptException.add_note", + "google.generativeai.types.StopCandidateException.args": "google.generativeai.types.BlockedPromptException.args", + "google.generativeai.types.StopCandidateException.with_traceback": "google.generativeai.types.BlockedPromptException.with_traceback", + "google.generativeai.types.Tool.__eq__": "google.generativeai.caching.CachedContent.__eq__", + "google.generativeai.types.Tool.__ge__": "google.generativeai.caching.CachedContent.__ge__", + "google.generativeai.types.Tool.__gt__": "google.generativeai.caching.CachedContent.__gt__", + "google.generativeai.types.Tool.__le__": "google.generativeai.caching.CachedContent.__le__", + "google.generativeai.types.Tool.__lt__": "google.generativeai.caching.CachedContent.__lt__", + "google.generativeai.types.Tool.__ne__": "google.generativeai.caching.CachedContent.__ne__", + "google.generativeai.types.Tool.__new__": "google.generativeai.caching.CachedContent.__new__", "google.generativeai.types.ToolDict.__contains__": "google.generativeai.types.BlobDict.__contains__", "google.generativeai.types.ToolDict.__eq__": "google.generativeai.types.BlobDict.__eq__", "google.generativeai.types.ToolDict.__ge__": "google.generativeai.types.BlobDict.__ge__", @@ -2697,12 +2765,12 @@ "google.generativeai.types.ToolDict.setdefault": "google.generativeai.types.BlobDict.setdefault", "google.generativeai.types.ToolDict.update": "google.generativeai.types.BlobDict.update", "google.generativeai.types.ToolDict.values": "google.generativeai.types.BlobDict.values", - "google.generativeai.types.TunedModel.__ge__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__ge__", - "google.generativeai.types.TunedModel.__gt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__gt__", - "google.generativeai.types.TunedModel.__le__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__le__", - "google.generativeai.types.TunedModel.__lt__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__lt__", - "google.generativeai.types.TunedModel.__ne__": "google.generativeai.types.AsyncGenerateContentResponse.__ne__", - "google.generativeai.types.TunedModel.__new__": "google.generativeai.protos.AttributionSourceId.GroundingPassageId.__new__", + "google.generativeai.types.TunedModel.__ge__": "google.generativeai.caching.CachedContent.__ge__", + "google.generativeai.types.TunedModel.__gt__": "google.generativeai.caching.CachedContent.__gt__", + "google.generativeai.types.TunedModel.__le__": "google.generativeai.caching.CachedContent.__le__", + "google.generativeai.types.TunedModel.__lt__": "google.generativeai.caching.CachedContent.__lt__", + "google.generativeai.types.TunedModel.__ne__": "google.generativeai.caching.CachedContent.__ne__", + "google.generativeai.types.TunedModel.__new__": "google.generativeai.caching.CachedContent.__new__", "google.generativeai.types.TunedModelState.__abs__": "google.generativeai.protos.Candidate.FinishReason.__abs__", "google.generativeai.types.TunedModelState.__add__": "google.generativeai.protos.Candidate.FinishReason.__add__", "google.generativeai.types.TunedModelState.__and__": "google.generativeai.protos.Candidate.FinishReason.__and__", @@ -2751,9 +2819,11 @@ "google.generativeai.types.TunedModelState.denominator": "google.generativeai.protos.Candidate.FinishReason.denominator", "google.generativeai.types.TunedModelState.from_bytes": "google.generativeai.protos.TunedModel.State.from_bytes", "google.generativeai.types.TunedModelState.imag": "google.generativeai.protos.Candidate.FinishReason.imag", + "google.generativeai.types.TunedModelState.is_integer": "google.generativeai.protos.Candidate.FinishReason.is_integer", "google.generativeai.types.TunedModelState.numerator": "google.generativeai.protos.Candidate.FinishReason.numerator", "google.generativeai.types.TunedModelState.real": "google.generativeai.protos.Candidate.FinishReason.real", - "google.generativeai.types.TunedModelState.to_bytes": "google.generativeai.protos.Candidate.FinishReason.to_bytes" + "google.generativeai.types.TunedModelState.to_bytes": "google.generativeai.protos.Candidate.FinishReason.to_bytes", + "google.generativeai.types.annotations": "google.generativeai.caching.annotations" }, "is_fragment": { "google.generativeai": false, @@ -2781,9 +2851,14 @@ "google.generativeai.GenerationConfig.__ne__": true, "google.generativeai.GenerationConfig.__new__": true, "google.generativeai.GenerationConfig.candidate_count": true, + "google.generativeai.GenerationConfig.frequency_penalty": true, + "google.generativeai.GenerationConfig.logprobs": true, "google.generativeai.GenerationConfig.max_output_tokens": true, + "google.generativeai.GenerationConfig.presence_penalty": true, + "google.generativeai.GenerationConfig.response_logprobs": true, "google.generativeai.GenerationConfig.response_mime_type": true, "google.generativeai.GenerationConfig.response_schema": true, + "google.generativeai.GenerationConfig.seed": true, "google.generativeai.GenerationConfig.stop_sequences": true, "google.generativeai.GenerationConfig.temperature": true, "google.generativeai.GenerationConfig.top_k": true, @@ -2807,18 +2882,36 @@ "google.generativeai.GenerativeModel.start_chat": true, "google.generativeai.__version__": true, "google.generativeai.annotations": true, - "google.generativeai.chat": false, - "google.generativeai.chat_async": false, + "google.generativeai.caching": false, + "google.generativeai.caching.CachedContent": false, + "google.generativeai.caching.CachedContent.__eq__": true, + "google.generativeai.caching.CachedContent.__ge__": true, + "google.generativeai.caching.CachedContent.__gt__": true, + "google.generativeai.caching.CachedContent.__init__": true, + "google.generativeai.caching.CachedContent.__le__": true, + "google.generativeai.caching.CachedContent.__lt__": true, + "google.generativeai.caching.CachedContent.__ne__": true, + "google.generativeai.caching.CachedContent.__new__": true, + "google.generativeai.caching.CachedContent.create": true, + "google.generativeai.caching.CachedContent.create_time": true, + "google.generativeai.caching.CachedContent.delete": true, + "google.generativeai.caching.CachedContent.display_name": true, + "google.generativeai.caching.CachedContent.expire_time": true, + "google.generativeai.caching.CachedContent.get": true, + "google.generativeai.caching.CachedContent.list": true, + "google.generativeai.caching.CachedContent.model": true, + "google.generativeai.caching.CachedContent.name": true, + "google.generativeai.caching.CachedContent.update": true, + "google.generativeai.caching.CachedContent.update_time": true, + "google.generativeai.caching.CachedContent.usage_metadata": true, + "google.generativeai.caching.annotations": true, + "google.generativeai.caching.get_default_cache_client": false, "google.generativeai.configure": false, - "google.generativeai.count_message_tokens": false, - "google.generativeai.count_text_tokens": false, "google.generativeai.create_tuned_model": false, "google.generativeai.delete_file": false, "google.generativeai.delete_tuned_model": false, "google.generativeai.embed_content": false, "google.generativeai.embed_content_async": false, - "google.generativeai.generate_embeddings": false, - "google.generativeai.generate_text": false, "google.generativeai.get_base_model": false, "google.generativeai.get_file": false, "google.generativeai.get_model": false, @@ -3182,11 +3275,16 @@ "google.generativeai.protos.CachedContent.wrap": true, "google.generativeai.protos.Candidate": false, "google.generativeai.protos.Candidate.FinishReason": false, + "google.generativeai.protos.Candidate.FinishReason.BLOCKLIST": true, "google.generativeai.protos.Candidate.FinishReason.FINISH_REASON_UNSPECIFIED": true, + "google.generativeai.protos.Candidate.FinishReason.LANGUAGE": true, + "google.generativeai.protos.Candidate.FinishReason.MALFORMED_FUNCTION_CALL": true, "google.generativeai.protos.Candidate.FinishReason.MAX_TOKENS": true, "google.generativeai.protos.Candidate.FinishReason.OTHER": true, + "google.generativeai.protos.Candidate.FinishReason.PROHIBITED_CONTENT": true, "google.generativeai.protos.Candidate.FinishReason.RECITATION": true, "google.generativeai.protos.Candidate.FinishReason.SAFETY": true, + "google.generativeai.protos.Candidate.FinishReason.SPII": true, "google.generativeai.protos.Candidate.FinishReason.STOP": true, "google.generativeai.protos.Candidate.FinishReason.__abs__": true, "google.generativeai.protos.Candidate.FinishReason.__add__": true, @@ -3236,6 +3334,7 @@ "google.generativeai.protos.Candidate.FinishReason.denominator": true, "google.generativeai.protos.Candidate.FinishReason.from_bytes": true, "google.generativeai.protos.Candidate.FinishReason.imag": true, + "google.generativeai.protos.Candidate.FinishReason.is_integer": true, "google.generativeai.protos.Candidate.FinishReason.numerator": true, "google.generativeai.protos.Candidate.FinishReason.real": true, "google.generativeai.protos.Candidate.FinishReason.to_bytes": true, @@ -3250,6 +3349,7 @@ "google.generativeai.protos.Candidate.__new__": true, "google.generativeai.protos.Candidate.__or__": true, "google.generativeai.protos.Candidate.__ror__": true, + "google.generativeai.protos.Candidate.avg_logprobs": true, "google.generativeai.protos.Candidate.citation_metadata": true, "google.generativeai.protos.Candidate.content": true, "google.generativeai.protos.Candidate.copy_from": true, @@ -3257,7 +3357,9 @@ "google.generativeai.protos.Candidate.finish_reason": true, "google.generativeai.protos.Candidate.from_json": true, "google.generativeai.protos.Candidate.grounding_attributions": true, + "google.generativeai.protos.Candidate.grounding_metadata": true, "google.generativeai.protos.Candidate.index": true, + "google.generativeai.protos.Candidate.logprobs_result": true, "google.generativeai.protos.Candidate.mro": true, "google.generativeai.protos.Candidate.pb": true, "google.generativeai.protos.Candidate.safety_ratings": true, @@ -3320,6 +3422,7 @@ "google.generativeai.protos.Chunk.State.denominator": true, "google.generativeai.protos.Chunk.State.from_bytes": true, "google.generativeai.protos.Chunk.State.imag": true, + "google.generativeai.protos.Chunk.State.is_integer": true, "google.generativeai.protos.Chunk.State.numerator": true, "google.generativeai.protos.Chunk.State.real": true, "google.generativeai.protos.Chunk.State.to_bytes": true, @@ -3493,6 +3596,7 @@ "google.generativeai.protos.CodeExecutionResult.Outcome.denominator": true, "google.generativeai.protos.CodeExecutionResult.Outcome.from_bytes": true, "google.generativeai.protos.CodeExecutionResult.Outcome.imag": true, + "google.generativeai.protos.CodeExecutionResult.Outcome.is_integer": true, "google.generativeai.protos.CodeExecutionResult.Outcome.numerator": true, "google.generativeai.protos.CodeExecutionResult.Outcome.real": true, "google.generativeai.protos.CodeExecutionResult.Outcome.to_bytes": true, @@ -3577,6 +3681,7 @@ "google.generativeai.protos.Condition.Operator.denominator": true, "google.generativeai.protos.Condition.Operator.from_bytes": true, "google.generativeai.protos.Condition.Operator.imag": true, + "google.generativeai.protos.Condition.Operator.is_integer": true, "google.generativeai.protos.Condition.Operator.numerator": true, "google.generativeai.protos.Condition.Operator.real": true, "google.generativeai.protos.Condition.Operator.to_bytes": true, @@ -3701,6 +3806,7 @@ "google.generativeai.protos.ContentFilter.BlockedReason.denominator": true, "google.generativeai.protos.ContentFilter.BlockedReason.from_bytes": true, "google.generativeai.protos.ContentFilter.BlockedReason.imag": true, + "google.generativeai.protos.ContentFilter.BlockedReason.is_integer": true, "google.generativeai.protos.ContentFilter.BlockedReason.numerator": true, "google.generativeai.protos.ContentFilter.BlockedReason.real": true, "google.generativeai.protos.ContentFilter.BlockedReason.to_bytes": true, @@ -4323,6 +4429,84 @@ "google.generativeai.protos.Document.to_json": true, "google.generativeai.protos.Document.update_time": true, "google.generativeai.protos.Document.wrap": true, + "google.generativeai.protos.DynamicRetrievalConfig": false, + "google.generativeai.protos.DynamicRetrievalConfig.Mode": false, + "google.generativeai.protos.DynamicRetrievalConfig.Mode.MODE_DYNAMIC": true, + "google.generativeai.protos.DynamicRetrievalConfig.Mode.MODE_UNSPECIFIED": true, + "google.generativeai.protos.DynamicRetrievalConfig.Mode.__abs__": true, + "google.generativeai.protos.DynamicRetrievalConfig.Mode.__add__": true, + "google.generativeai.protos.DynamicRetrievalConfig.Mode.__and__": true, + "google.generativeai.protos.DynamicRetrievalConfig.Mode.__bool__": true, + "google.generativeai.protos.DynamicRetrievalConfig.Mode.__contains__": true, + "google.generativeai.protos.DynamicRetrievalConfig.Mode.__eq__": true, + "google.generativeai.protos.DynamicRetrievalConfig.Mode.__floordiv__": true, + "google.generativeai.protos.DynamicRetrievalConfig.Mode.__ge__": true, + "google.generativeai.protos.DynamicRetrievalConfig.Mode.__getitem__": true, + "google.generativeai.protos.DynamicRetrievalConfig.Mode.__gt__": true, + "google.generativeai.protos.DynamicRetrievalConfig.Mode.__init__": true, + "google.generativeai.protos.DynamicRetrievalConfig.Mode.__invert__": true, + "google.generativeai.protos.DynamicRetrievalConfig.Mode.__iter__": true, + "google.generativeai.protos.DynamicRetrievalConfig.Mode.__le__": true, + "google.generativeai.protos.DynamicRetrievalConfig.Mode.__len__": true, + "google.generativeai.protos.DynamicRetrievalConfig.Mode.__lshift__": true, + "google.generativeai.protos.DynamicRetrievalConfig.Mode.__lt__": true, + "google.generativeai.protos.DynamicRetrievalConfig.Mode.__mod__": true, + "google.generativeai.protos.DynamicRetrievalConfig.Mode.__mul__": true, + "google.generativeai.protos.DynamicRetrievalConfig.Mode.__ne__": true, + "google.generativeai.protos.DynamicRetrievalConfig.Mode.__neg__": true, + "google.generativeai.protos.DynamicRetrievalConfig.Mode.__new__": true, + "google.generativeai.protos.DynamicRetrievalConfig.Mode.__or__": true, + "google.generativeai.protos.DynamicRetrievalConfig.Mode.__pos__": true, + "google.generativeai.protos.DynamicRetrievalConfig.Mode.__pow__": true, + "google.generativeai.protos.DynamicRetrievalConfig.Mode.__radd__": true, + "google.generativeai.protos.DynamicRetrievalConfig.Mode.__rand__": true, + "google.generativeai.protos.DynamicRetrievalConfig.Mode.__rfloordiv__": true, + "google.generativeai.protos.DynamicRetrievalConfig.Mode.__rlshift__": true, + "google.generativeai.protos.DynamicRetrievalConfig.Mode.__rmod__": true, + "google.generativeai.protos.DynamicRetrievalConfig.Mode.__rmul__": true, + "google.generativeai.protos.DynamicRetrievalConfig.Mode.__ror__": true, + "google.generativeai.protos.DynamicRetrievalConfig.Mode.__rpow__": true, + "google.generativeai.protos.DynamicRetrievalConfig.Mode.__rrshift__": true, + "google.generativeai.protos.DynamicRetrievalConfig.Mode.__rshift__": true, + "google.generativeai.protos.DynamicRetrievalConfig.Mode.__rsub__": true, + "google.generativeai.protos.DynamicRetrievalConfig.Mode.__rtruediv__": true, + "google.generativeai.protos.DynamicRetrievalConfig.Mode.__rxor__": true, + "google.generativeai.protos.DynamicRetrievalConfig.Mode.__sub__": true, + "google.generativeai.protos.DynamicRetrievalConfig.Mode.__truediv__": true, + "google.generativeai.protos.DynamicRetrievalConfig.Mode.__xor__": true, + "google.generativeai.protos.DynamicRetrievalConfig.Mode.as_integer_ratio": true, + "google.generativeai.protos.DynamicRetrievalConfig.Mode.bit_count": true, + "google.generativeai.protos.DynamicRetrievalConfig.Mode.bit_length": true, + "google.generativeai.protos.DynamicRetrievalConfig.Mode.conjugate": true, + "google.generativeai.protos.DynamicRetrievalConfig.Mode.denominator": true, + "google.generativeai.protos.DynamicRetrievalConfig.Mode.from_bytes": true, + "google.generativeai.protos.DynamicRetrievalConfig.Mode.imag": true, + "google.generativeai.protos.DynamicRetrievalConfig.Mode.is_integer": true, + "google.generativeai.protos.DynamicRetrievalConfig.Mode.numerator": true, + "google.generativeai.protos.DynamicRetrievalConfig.Mode.real": true, + "google.generativeai.protos.DynamicRetrievalConfig.Mode.to_bytes": true, + "google.generativeai.protos.DynamicRetrievalConfig.__call__": true, + "google.generativeai.protos.DynamicRetrievalConfig.__eq__": true, + "google.generativeai.protos.DynamicRetrievalConfig.__ge__": true, + "google.generativeai.protos.DynamicRetrievalConfig.__gt__": true, + "google.generativeai.protos.DynamicRetrievalConfig.__init__": true, + "google.generativeai.protos.DynamicRetrievalConfig.__le__": true, + "google.generativeai.protos.DynamicRetrievalConfig.__lt__": true, + "google.generativeai.protos.DynamicRetrievalConfig.__ne__": true, + "google.generativeai.protos.DynamicRetrievalConfig.__new__": true, + "google.generativeai.protos.DynamicRetrievalConfig.__or__": true, + "google.generativeai.protos.DynamicRetrievalConfig.__ror__": true, + "google.generativeai.protos.DynamicRetrievalConfig.copy_from": true, + "google.generativeai.protos.DynamicRetrievalConfig.deserialize": true, + "google.generativeai.protos.DynamicRetrievalConfig.dynamic_threshold": true, + "google.generativeai.protos.DynamicRetrievalConfig.from_json": true, + "google.generativeai.protos.DynamicRetrievalConfig.mode": true, + "google.generativeai.protos.DynamicRetrievalConfig.mro": true, + "google.generativeai.protos.DynamicRetrievalConfig.pb": true, + "google.generativeai.protos.DynamicRetrievalConfig.serialize": true, + "google.generativeai.protos.DynamicRetrievalConfig.to_dict": true, + "google.generativeai.protos.DynamicRetrievalConfig.to_json": true, + "google.generativeai.protos.DynamicRetrievalConfig.wrap": true, "google.generativeai.protos.EmbedContentRequest": false, "google.generativeai.protos.EmbedContentRequest.__call__": true, "google.generativeai.protos.EmbedContentRequest.__eq__": true, @@ -4513,6 +4697,7 @@ "google.generativeai.protos.ExecutableCode.Language.denominator": true, "google.generativeai.protos.ExecutableCode.Language.from_bytes": true, "google.generativeai.protos.ExecutableCode.Language.imag": true, + "google.generativeai.protos.ExecutableCode.Language.is_integer": true, "google.generativeai.protos.ExecutableCode.Language.numerator": true, "google.generativeai.protos.ExecutableCode.Language.real": true, "google.generativeai.protos.ExecutableCode.Language.to_bytes": true, @@ -4592,6 +4777,7 @@ "google.generativeai.protos.File.State.denominator": true, "google.generativeai.protos.File.State.from_bytes": true, "google.generativeai.protos.File.State.imag": true, + "google.generativeai.protos.File.State.is_integer": true, "google.generativeai.protos.File.State.numerator": true, "google.generativeai.protos.File.State.real": true, "google.generativeai.protos.File.State.to_bytes": true, @@ -4727,6 +4913,7 @@ "google.generativeai.protos.FunctionCallingConfig.Mode.denominator": true, "google.generativeai.protos.FunctionCallingConfig.Mode.from_bytes": true, "google.generativeai.protos.FunctionCallingConfig.Mode.imag": true, + "google.generativeai.protos.FunctionCallingConfig.Mode.is_integer": true, "google.generativeai.protos.FunctionCallingConfig.Mode.numerator": true, "google.generativeai.protos.FunctionCallingConfig.Mode.real": true, "google.generativeai.protos.FunctionCallingConfig.Mode.to_bytes": true, @@ -4853,6 +5040,7 @@ "google.generativeai.protos.GenerateAnswerRequest.AnswerStyle.denominator": true, "google.generativeai.protos.GenerateAnswerRequest.AnswerStyle.from_bytes": true, "google.generativeai.protos.GenerateAnswerRequest.AnswerStyle.imag": true, + "google.generativeai.protos.GenerateAnswerRequest.AnswerStyle.is_integer": true, "google.generativeai.protos.GenerateAnswerRequest.AnswerStyle.numerator": true, "google.generativeai.protos.GenerateAnswerRequest.AnswerStyle.real": true, "google.generativeai.protos.GenerateAnswerRequest.AnswerStyle.to_bytes": true, @@ -4937,6 +5125,7 @@ "google.generativeai.protos.GenerateAnswerResponse.InputFeedback.BlockReason.denominator": true, "google.generativeai.protos.GenerateAnswerResponse.InputFeedback.BlockReason.from_bytes": true, "google.generativeai.protos.GenerateAnswerResponse.InputFeedback.BlockReason.imag": true, + "google.generativeai.protos.GenerateAnswerResponse.InputFeedback.BlockReason.is_integer": true, "google.generativeai.protos.GenerateAnswerResponse.InputFeedback.BlockReason.numerator": true, "google.generativeai.protos.GenerateAnswerResponse.InputFeedback.BlockReason.real": true, "google.generativeai.protos.GenerateAnswerResponse.InputFeedback.BlockReason.to_bytes": true, @@ -5017,8 +5206,10 @@ "google.generativeai.protos.GenerateContentResponse": false, "google.generativeai.protos.GenerateContentResponse.PromptFeedback": false, "google.generativeai.protos.GenerateContentResponse.PromptFeedback.BlockReason": false, + "google.generativeai.protos.GenerateContentResponse.PromptFeedback.BlockReason.BLOCKLIST": true, "google.generativeai.protos.GenerateContentResponse.PromptFeedback.BlockReason.BLOCK_REASON_UNSPECIFIED": true, "google.generativeai.protos.GenerateContentResponse.PromptFeedback.BlockReason.OTHER": true, + "google.generativeai.protos.GenerateContentResponse.PromptFeedback.BlockReason.PROHIBITED_CONTENT": true, "google.generativeai.protos.GenerateContentResponse.PromptFeedback.BlockReason.SAFETY": true, "google.generativeai.protos.GenerateContentResponse.PromptFeedback.BlockReason.__abs__": true, "google.generativeai.protos.GenerateContentResponse.PromptFeedback.BlockReason.__add__": true, @@ -5068,6 +5259,7 @@ "google.generativeai.protos.GenerateContentResponse.PromptFeedback.BlockReason.denominator": true, "google.generativeai.protos.GenerateContentResponse.PromptFeedback.BlockReason.from_bytes": true, "google.generativeai.protos.GenerateContentResponse.PromptFeedback.BlockReason.imag": true, + "google.generativeai.protos.GenerateContentResponse.PromptFeedback.BlockReason.is_integer": true, "google.generativeai.protos.GenerateContentResponse.PromptFeedback.BlockReason.numerator": true, "google.generativeai.protos.GenerateContentResponse.PromptFeedback.BlockReason.real": true, "google.generativeai.protos.GenerateContentResponse.PromptFeedback.BlockReason.to_bytes": true, @@ -5261,10 +5453,14 @@ "google.generativeai.protos.GenerationConfig.candidate_count": true, "google.generativeai.protos.GenerationConfig.copy_from": true, "google.generativeai.protos.GenerationConfig.deserialize": true, + "google.generativeai.protos.GenerationConfig.frequency_penalty": true, "google.generativeai.protos.GenerationConfig.from_json": true, + "google.generativeai.protos.GenerationConfig.logprobs": true, "google.generativeai.protos.GenerationConfig.max_output_tokens": true, "google.generativeai.protos.GenerationConfig.mro": true, "google.generativeai.protos.GenerationConfig.pb": true, + "google.generativeai.protos.GenerationConfig.presence_penalty": true, + "google.generativeai.protos.GenerationConfig.response_logprobs": true, "google.generativeai.protos.GenerationConfig.response_mime_type": true, "google.generativeai.protos.GenerationConfig.response_schema": true, "google.generativeai.protos.GenerationConfig.serialize": true, @@ -5451,6 +5647,28 @@ "google.generativeai.protos.GetTunedModelRequest.to_dict": true, "google.generativeai.protos.GetTunedModelRequest.to_json": true, "google.generativeai.protos.GetTunedModelRequest.wrap": true, + "google.generativeai.protos.GoogleSearchRetrieval": false, + "google.generativeai.protos.GoogleSearchRetrieval.__call__": true, + "google.generativeai.protos.GoogleSearchRetrieval.__eq__": true, + "google.generativeai.protos.GoogleSearchRetrieval.__ge__": true, + "google.generativeai.protos.GoogleSearchRetrieval.__gt__": true, + "google.generativeai.protos.GoogleSearchRetrieval.__init__": true, + "google.generativeai.protos.GoogleSearchRetrieval.__le__": true, + "google.generativeai.protos.GoogleSearchRetrieval.__lt__": true, + "google.generativeai.protos.GoogleSearchRetrieval.__ne__": true, + "google.generativeai.protos.GoogleSearchRetrieval.__new__": true, + "google.generativeai.protos.GoogleSearchRetrieval.__or__": true, + "google.generativeai.protos.GoogleSearchRetrieval.__ror__": true, + "google.generativeai.protos.GoogleSearchRetrieval.copy_from": true, + "google.generativeai.protos.GoogleSearchRetrieval.deserialize": true, + "google.generativeai.protos.GoogleSearchRetrieval.dynamic_retrieval_config": true, + "google.generativeai.protos.GoogleSearchRetrieval.from_json": true, + "google.generativeai.protos.GoogleSearchRetrieval.mro": true, + "google.generativeai.protos.GoogleSearchRetrieval.pb": true, + "google.generativeai.protos.GoogleSearchRetrieval.serialize": true, + "google.generativeai.protos.GoogleSearchRetrieval.to_dict": true, + "google.generativeai.protos.GoogleSearchRetrieval.to_json": true, + "google.generativeai.protos.GoogleSearchRetrieval.wrap": true, "google.generativeai.protos.GroundingAttribution": false, "google.generativeai.protos.GroundingAttribution.__call__": true, "google.generativeai.protos.GroundingAttribution.__eq__": true, @@ -5474,6 +5692,76 @@ "google.generativeai.protos.GroundingAttribution.to_dict": true, "google.generativeai.protos.GroundingAttribution.to_json": true, "google.generativeai.protos.GroundingAttribution.wrap": true, + "google.generativeai.protos.GroundingChunk": false, + "google.generativeai.protos.GroundingChunk.Web": false, + "google.generativeai.protos.GroundingChunk.Web.__call__": true, + "google.generativeai.protos.GroundingChunk.Web.__eq__": true, + "google.generativeai.protos.GroundingChunk.Web.__ge__": true, + "google.generativeai.protos.GroundingChunk.Web.__gt__": true, + "google.generativeai.protos.GroundingChunk.Web.__init__": true, + "google.generativeai.protos.GroundingChunk.Web.__le__": true, + "google.generativeai.protos.GroundingChunk.Web.__lt__": true, + "google.generativeai.protos.GroundingChunk.Web.__ne__": true, + "google.generativeai.protos.GroundingChunk.Web.__new__": true, + "google.generativeai.protos.GroundingChunk.Web.__or__": true, + "google.generativeai.protos.GroundingChunk.Web.__ror__": true, + "google.generativeai.protos.GroundingChunk.Web.copy_from": true, + "google.generativeai.protos.GroundingChunk.Web.deserialize": true, + "google.generativeai.protos.GroundingChunk.Web.from_json": true, + "google.generativeai.protos.GroundingChunk.Web.mro": true, + "google.generativeai.protos.GroundingChunk.Web.pb": true, + "google.generativeai.protos.GroundingChunk.Web.serialize": true, + "google.generativeai.protos.GroundingChunk.Web.title": true, + "google.generativeai.protos.GroundingChunk.Web.to_dict": true, + "google.generativeai.protos.GroundingChunk.Web.to_json": true, + "google.generativeai.protos.GroundingChunk.Web.uri": true, + "google.generativeai.protos.GroundingChunk.Web.wrap": true, + "google.generativeai.protos.GroundingChunk.__call__": true, + "google.generativeai.protos.GroundingChunk.__eq__": true, + "google.generativeai.protos.GroundingChunk.__ge__": true, + "google.generativeai.protos.GroundingChunk.__gt__": true, + "google.generativeai.protos.GroundingChunk.__init__": true, + "google.generativeai.protos.GroundingChunk.__le__": true, + "google.generativeai.protos.GroundingChunk.__lt__": true, + "google.generativeai.protos.GroundingChunk.__ne__": true, + "google.generativeai.protos.GroundingChunk.__new__": true, + "google.generativeai.protos.GroundingChunk.__or__": true, + "google.generativeai.protos.GroundingChunk.__ror__": true, + "google.generativeai.protos.GroundingChunk.copy_from": true, + "google.generativeai.protos.GroundingChunk.deserialize": true, + "google.generativeai.protos.GroundingChunk.from_json": true, + "google.generativeai.protos.GroundingChunk.mro": true, + "google.generativeai.protos.GroundingChunk.pb": true, + "google.generativeai.protos.GroundingChunk.serialize": true, + "google.generativeai.protos.GroundingChunk.to_dict": true, + "google.generativeai.protos.GroundingChunk.to_json": true, + "google.generativeai.protos.GroundingChunk.web": true, + "google.generativeai.protos.GroundingChunk.wrap": true, + "google.generativeai.protos.GroundingMetadata": false, + "google.generativeai.protos.GroundingMetadata.__call__": true, + "google.generativeai.protos.GroundingMetadata.__eq__": true, + "google.generativeai.protos.GroundingMetadata.__ge__": true, + "google.generativeai.protos.GroundingMetadata.__gt__": true, + "google.generativeai.protos.GroundingMetadata.__init__": true, + "google.generativeai.protos.GroundingMetadata.__le__": true, + "google.generativeai.protos.GroundingMetadata.__lt__": true, + "google.generativeai.protos.GroundingMetadata.__ne__": true, + "google.generativeai.protos.GroundingMetadata.__new__": true, + "google.generativeai.protos.GroundingMetadata.__or__": true, + "google.generativeai.protos.GroundingMetadata.__ror__": true, + "google.generativeai.protos.GroundingMetadata.copy_from": true, + "google.generativeai.protos.GroundingMetadata.deserialize": true, + "google.generativeai.protos.GroundingMetadata.from_json": true, + "google.generativeai.protos.GroundingMetadata.grounding_chunks": true, + "google.generativeai.protos.GroundingMetadata.grounding_supports": true, + "google.generativeai.protos.GroundingMetadata.mro": true, + "google.generativeai.protos.GroundingMetadata.pb": true, + "google.generativeai.protos.GroundingMetadata.retrieval_metadata": true, + "google.generativeai.protos.GroundingMetadata.search_entry_point": true, + "google.generativeai.protos.GroundingMetadata.serialize": true, + "google.generativeai.protos.GroundingMetadata.to_dict": true, + "google.generativeai.protos.GroundingMetadata.to_json": true, + "google.generativeai.protos.GroundingMetadata.wrap": true, "google.generativeai.protos.GroundingPassage": false, "google.generativeai.protos.GroundingPassage.__call__": true, "google.generativeai.protos.GroundingPassage.__eq__": true, @@ -5519,7 +5807,32 @@ "google.generativeai.protos.GroundingPassages.to_dict": true, "google.generativeai.protos.GroundingPassages.to_json": true, "google.generativeai.protos.GroundingPassages.wrap": true, + "google.generativeai.protos.GroundingSupport": false, + "google.generativeai.protos.GroundingSupport.__call__": true, + "google.generativeai.protos.GroundingSupport.__eq__": true, + "google.generativeai.protos.GroundingSupport.__ge__": true, + "google.generativeai.protos.GroundingSupport.__gt__": true, + "google.generativeai.protos.GroundingSupport.__init__": true, + "google.generativeai.protos.GroundingSupport.__le__": true, + "google.generativeai.protos.GroundingSupport.__lt__": true, + "google.generativeai.protos.GroundingSupport.__ne__": true, + "google.generativeai.protos.GroundingSupport.__new__": true, + "google.generativeai.protos.GroundingSupport.__or__": true, + "google.generativeai.protos.GroundingSupport.__ror__": true, + "google.generativeai.protos.GroundingSupport.confidence_scores": true, + "google.generativeai.protos.GroundingSupport.copy_from": true, + "google.generativeai.protos.GroundingSupport.deserialize": true, + "google.generativeai.protos.GroundingSupport.from_json": true, + "google.generativeai.protos.GroundingSupport.grounding_chunk_indices": true, + "google.generativeai.protos.GroundingSupport.mro": true, + "google.generativeai.protos.GroundingSupport.pb": true, + "google.generativeai.protos.GroundingSupport.segment": true, + "google.generativeai.protos.GroundingSupport.serialize": true, + "google.generativeai.protos.GroundingSupport.to_dict": true, + "google.generativeai.protos.GroundingSupport.to_json": true, + "google.generativeai.protos.GroundingSupport.wrap": true, "google.generativeai.protos.HarmCategory": false, + "google.generativeai.protos.HarmCategory.HARM_CATEGORY_CIVIC_INTEGRITY": true, "google.generativeai.protos.HarmCategory.HARM_CATEGORY_DANGEROUS": true, "google.generativeai.protos.HarmCategory.HARM_CATEGORY_DANGEROUS_CONTENT": true, "google.generativeai.protos.HarmCategory.HARM_CATEGORY_DEROGATORY": true, @@ -5579,6 +5892,7 @@ "google.generativeai.protos.HarmCategory.denominator": true, "google.generativeai.protos.HarmCategory.from_bytes": true, "google.generativeai.protos.HarmCategory.imag": true, + "google.generativeai.protos.HarmCategory.is_integer": true, "google.generativeai.protos.HarmCategory.numerator": true, "google.generativeai.protos.HarmCategory.real": true, "google.generativeai.protos.HarmCategory.to_bytes": true, @@ -5979,6 +6293,75 @@ "google.generativeai.protos.ListTunedModelsResponse.to_json": true, "google.generativeai.protos.ListTunedModelsResponse.tuned_models": true, "google.generativeai.protos.ListTunedModelsResponse.wrap": true, + "google.generativeai.protos.LogprobsResult": false, + "google.generativeai.protos.LogprobsResult.Candidate": false, + "google.generativeai.protos.LogprobsResult.Candidate.__call__": true, + "google.generativeai.protos.LogprobsResult.Candidate.__eq__": true, + "google.generativeai.protos.LogprobsResult.Candidate.__ge__": true, + "google.generativeai.protos.LogprobsResult.Candidate.__gt__": true, + "google.generativeai.protos.LogprobsResult.Candidate.__init__": true, + "google.generativeai.protos.LogprobsResult.Candidate.__le__": true, + "google.generativeai.protos.LogprobsResult.Candidate.__lt__": true, + "google.generativeai.protos.LogprobsResult.Candidate.__ne__": true, + "google.generativeai.protos.LogprobsResult.Candidate.__new__": true, + "google.generativeai.protos.LogprobsResult.Candidate.__or__": true, + "google.generativeai.protos.LogprobsResult.Candidate.__ror__": true, + "google.generativeai.protos.LogprobsResult.Candidate.copy_from": true, + "google.generativeai.protos.LogprobsResult.Candidate.deserialize": true, + "google.generativeai.protos.LogprobsResult.Candidate.from_json": true, + "google.generativeai.protos.LogprobsResult.Candidate.log_probability": true, + "google.generativeai.protos.LogprobsResult.Candidate.mro": true, + "google.generativeai.protos.LogprobsResult.Candidate.pb": true, + "google.generativeai.protos.LogprobsResult.Candidate.serialize": true, + "google.generativeai.protos.LogprobsResult.Candidate.to_dict": true, + "google.generativeai.protos.LogprobsResult.Candidate.to_json": true, + "google.generativeai.protos.LogprobsResult.Candidate.token": true, + "google.generativeai.protos.LogprobsResult.Candidate.token_id": true, + "google.generativeai.protos.LogprobsResult.Candidate.wrap": true, + "google.generativeai.protos.LogprobsResult.TopCandidates": false, + "google.generativeai.protos.LogprobsResult.TopCandidates.__call__": true, + "google.generativeai.protos.LogprobsResult.TopCandidates.__eq__": true, + "google.generativeai.protos.LogprobsResult.TopCandidates.__ge__": true, + "google.generativeai.protos.LogprobsResult.TopCandidates.__gt__": true, + "google.generativeai.protos.LogprobsResult.TopCandidates.__init__": true, + "google.generativeai.protos.LogprobsResult.TopCandidates.__le__": true, + "google.generativeai.protos.LogprobsResult.TopCandidates.__lt__": true, + "google.generativeai.protos.LogprobsResult.TopCandidates.__ne__": true, + "google.generativeai.protos.LogprobsResult.TopCandidates.__new__": true, + "google.generativeai.protos.LogprobsResult.TopCandidates.__or__": true, + "google.generativeai.protos.LogprobsResult.TopCandidates.__ror__": true, + "google.generativeai.protos.LogprobsResult.TopCandidates.candidates": true, + "google.generativeai.protos.LogprobsResult.TopCandidates.copy_from": true, + "google.generativeai.protos.LogprobsResult.TopCandidates.deserialize": true, + "google.generativeai.protos.LogprobsResult.TopCandidates.from_json": true, + "google.generativeai.protos.LogprobsResult.TopCandidates.mro": true, + "google.generativeai.protos.LogprobsResult.TopCandidates.pb": true, + "google.generativeai.protos.LogprobsResult.TopCandidates.serialize": true, + "google.generativeai.protos.LogprobsResult.TopCandidates.to_dict": true, + "google.generativeai.protos.LogprobsResult.TopCandidates.to_json": true, + "google.generativeai.protos.LogprobsResult.TopCandidates.wrap": true, + "google.generativeai.protos.LogprobsResult.__call__": true, + "google.generativeai.protos.LogprobsResult.__eq__": true, + "google.generativeai.protos.LogprobsResult.__ge__": true, + "google.generativeai.protos.LogprobsResult.__gt__": true, + "google.generativeai.protos.LogprobsResult.__init__": true, + "google.generativeai.protos.LogprobsResult.__le__": true, + "google.generativeai.protos.LogprobsResult.__lt__": true, + "google.generativeai.protos.LogprobsResult.__ne__": true, + "google.generativeai.protos.LogprobsResult.__new__": true, + "google.generativeai.protos.LogprobsResult.__or__": true, + "google.generativeai.protos.LogprobsResult.__ror__": true, + "google.generativeai.protos.LogprobsResult.chosen_candidates": true, + "google.generativeai.protos.LogprobsResult.copy_from": true, + "google.generativeai.protos.LogprobsResult.deserialize": true, + "google.generativeai.protos.LogprobsResult.from_json": true, + "google.generativeai.protos.LogprobsResult.mro": true, + "google.generativeai.protos.LogprobsResult.pb": true, + "google.generativeai.protos.LogprobsResult.serialize": true, + "google.generativeai.protos.LogprobsResult.to_dict": true, + "google.generativeai.protos.LogprobsResult.to_json": true, + "google.generativeai.protos.LogprobsResult.top_candidates": true, + "google.generativeai.protos.LogprobsResult.wrap": true, "google.generativeai.protos.Message": false, "google.generativeai.protos.Message.__call__": true, "google.generativeai.protos.Message.__eq__": true, @@ -6165,6 +6548,7 @@ "google.generativeai.protos.Permission.GranteeType.denominator": true, "google.generativeai.protos.Permission.GranteeType.from_bytes": true, "google.generativeai.protos.Permission.GranteeType.imag": true, + "google.generativeai.protos.Permission.GranteeType.is_integer": true, "google.generativeai.protos.Permission.GranteeType.numerator": true, "google.generativeai.protos.Permission.GranteeType.real": true, "google.generativeai.protos.Permission.GranteeType.to_bytes": true, @@ -6221,6 +6605,7 @@ "google.generativeai.protos.Permission.Role.denominator": true, "google.generativeai.protos.Permission.Role.from_bytes": true, "google.generativeai.protos.Permission.Role.imag": true, + "google.generativeai.protos.Permission.Role.is_integer": true, "google.generativeai.protos.Permission.Role.numerator": true, "google.generativeai.protos.Permission.Role.real": true, "google.generativeai.protos.Permission.Role.to_bytes": true, @@ -6248,6 +6633,52 @@ "google.generativeai.protos.Permission.to_dict": true, "google.generativeai.protos.Permission.to_json": true, "google.generativeai.protos.Permission.wrap": true, + "google.generativeai.protos.PredictRequest": false, + "google.generativeai.protos.PredictRequest.__call__": true, + "google.generativeai.protos.PredictRequest.__eq__": true, + "google.generativeai.protos.PredictRequest.__ge__": true, + "google.generativeai.protos.PredictRequest.__gt__": true, + "google.generativeai.protos.PredictRequest.__init__": true, + "google.generativeai.protos.PredictRequest.__le__": true, + "google.generativeai.protos.PredictRequest.__lt__": true, + "google.generativeai.protos.PredictRequest.__ne__": true, + "google.generativeai.protos.PredictRequest.__new__": true, + "google.generativeai.protos.PredictRequest.__or__": true, + "google.generativeai.protos.PredictRequest.__ror__": true, + "google.generativeai.protos.PredictRequest.copy_from": true, + "google.generativeai.protos.PredictRequest.deserialize": true, + "google.generativeai.protos.PredictRequest.from_json": true, + "google.generativeai.protos.PredictRequest.instances": true, + "google.generativeai.protos.PredictRequest.model": true, + "google.generativeai.protos.PredictRequest.mro": true, + "google.generativeai.protos.PredictRequest.parameters": true, + "google.generativeai.protos.PredictRequest.pb": true, + "google.generativeai.protos.PredictRequest.serialize": true, + "google.generativeai.protos.PredictRequest.to_dict": true, + "google.generativeai.protos.PredictRequest.to_json": true, + "google.generativeai.protos.PredictRequest.wrap": true, + "google.generativeai.protos.PredictResponse": false, + "google.generativeai.protos.PredictResponse.__call__": true, + "google.generativeai.protos.PredictResponse.__eq__": true, + "google.generativeai.protos.PredictResponse.__ge__": true, + "google.generativeai.protos.PredictResponse.__gt__": true, + "google.generativeai.protos.PredictResponse.__init__": true, + "google.generativeai.protos.PredictResponse.__le__": true, + "google.generativeai.protos.PredictResponse.__lt__": true, + "google.generativeai.protos.PredictResponse.__ne__": true, + "google.generativeai.protos.PredictResponse.__new__": true, + "google.generativeai.protos.PredictResponse.__or__": true, + "google.generativeai.protos.PredictResponse.__ror__": true, + "google.generativeai.protos.PredictResponse.copy_from": true, + "google.generativeai.protos.PredictResponse.deserialize": true, + "google.generativeai.protos.PredictResponse.from_json": true, + "google.generativeai.protos.PredictResponse.mro": true, + "google.generativeai.protos.PredictResponse.pb": true, + "google.generativeai.protos.PredictResponse.predictions": true, + "google.generativeai.protos.PredictResponse.serialize": true, + "google.generativeai.protos.PredictResponse.to_dict": true, + "google.generativeai.protos.PredictResponse.to_json": true, + "google.generativeai.protos.PredictResponse.wrap": true, "google.generativeai.protos.QueryCorpusRequest": false, "google.generativeai.protos.QueryCorpusRequest.__call__": true, "google.generativeai.protos.QueryCorpusRequest.__eq__": true, @@ -6365,6 +6796,28 @@ "google.generativeai.protos.RelevantChunk.to_dict": true, "google.generativeai.protos.RelevantChunk.to_json": true, "google.generativeai.protos.RelevantChunk.wrap": true, + "google.generativeai.protos.RetrievalMetadata": false, + "google.generativeai.protos.RetrievalMetadata.__call__": true, + "google.generativeai.protos.RetrievalMetadata.__eq__": true, + "google.generativeai.protos.RetrievalMetadata.__ge__": true, + "google.generativeai.protos.RetrievalMetadata.__gt__": true, + "google.generativeai.protos.RetrievalMetadata.__init__": true, + "google.generativeai.protos.RetrievalMetadata.__le__": true, + "google.generativeai.protos.RetrievalMetadata.__lt__": true, + "google.generativeai.protos.RetrievalMetadata.__ne__": true, + "google.generativeai.protos.RetrievalMetadata.__new__": true, + "google.generativeai.protos.RetrievalMetadata.__or__": true, + "google.generativeai.protos.RetrievalMetadata.__ror__": true, + "google.generativeai.protos.RetrievalMetadata.copy_from": true, + "google.generativeai.protos.RetrievalMetadata.deserialize": true, + "google.generativeai.protos.RetrievalMetadata.from_json": true, + "google.generativeai.protos.RetrievalMetadata.google_search_dynamic_retrieval_score": true, + "google.generativeai.protos.RetrievalMetadata.mro": true, + "google.generativeai.protos.RetrievalMetadata.pb": true, + "google.generativeai.protos.RetrievalMetadata.serialize": true, + "google.generativeai.protos.RetrievalMetadata.to_dict": true, + "google.generativeai.protos.RetrievalMetadata.to_json": true, + "google.generativeai.protos.RetrievalMetadata.wrap": true, "google.generativeai.protos.SafetyFeedback": false, "google.generativeai.protos.SafetyFeedback.__call__": true, "google.generativeai.protos.SafetyFeedback.__eq__": true, @@ -6443,6 +6896,7 @@ "google.generativeai.protos.SafetyRating.HarmProbability.denominator": true, "google.generativeai.protos.SafetyRating.HarmProbability.from_bytes": true, "google.generativeai.protos.SafetyRating.HarmProbability.imag": true, + "google.generativeai.protos.SafetyRating.HarmProbability.is_integer": true, "google.generativeai.protos.SafetyRating.HarmProbability.numerator": true, "google.generativeai.protos.SafetyRating.HarmProbability.real": true, "google.generativeai.protos.SafetyRating.HarmProbability.to_bytes": true, @@ -6476,6 +6930,7 @@ "google.generativeai.protos.SafetySetting.HarmBlockThreshold.BLOCK_NONE": true, "google.generativeai.protos.SafetySetting.HarmBlockThreshold.BLOCK_ONLY_HIGH": true, "google.generativeai.protos.SafetySetting.HarmBlockThreshold.HARM_BLOCK_THRESHOLD_UNSPECIFIED": true, + "google.generativeai.protos.SafetySetting.HarmBlockThreshold.OFF": true, "google.generativeai.protos.SafetySetting.HarmBlockThreshold.__abs__": true, "google.generativeai.protos.SafetySetting.HarmBlockThreshold.__add__": true, "google.generativeai.protos.SafetySetting.HarmBlockThreshold.__and__": true, @@ -6524,6 +6979,7 @@ "google.generativeai.protos.SafetySetting.HarmBlockThreshold.denominator": true, "google.generativeai.protos.SafetySetting.HarmBlockThreshold.from_bytes": true, "google.generativeai.protos.SafetySetting.HarmBlockThreshold.imag": true, + "google.generativeai.protos.SafetySetting.HarmBlockThreshold.is_integer": true, "google.generativeai.protos.SafetySetting.HarmBlockThreshold.numerator": true, "google.generativeai.protos.SafetySetting.HarmBlockThreshold.real": true, "google.generativeai.protos.SafetySetting.HarmBlockThreshold.to_bytes": true, @@ -6591,6 +7047,8 @@ "google.generativeai.protos.Schema.format_": true, "google.generativeai.protos.Schema.from_json": true, "google.generativeai.protos.Schema.items": true, + "google.generativeai.protos.Schema.max_items": true, + "google.generativeai.protos.Schema.min_items": true, "google.generativeai.protos.Schema.mro": true, "google.generativeai.protos.Schema.nullable": true, "google.generativeai.protos.Schema.pb": true, @@ -6601,6 +7059,54 @@ "google.generativeai.protos.Schema.to_json": true, "google.generativeai.protos.Schema.type_": true, "google.generativeai.protos.Schema.wrap": true, + "google.generativeai.protos.SearchEntryPoint": false, + "google.generativeai.protos.SearchEntryPoint.__call__": true, + "google.generativeai.protos.SearchEntryPoint.__eq__": true, + "google.generativeai.protos.SearchEntryPoint.__ge__": true, + "google.generativeai.protos.SearchEntryPoint.__gt__": true, + "google.generativeai.protos.SearchEntryPoint.__init__": true, + "google.generativeai.protos.SearchEntryPoint.__le__": true, + "google.generativeai.protos.SearchEntryPoint.__lt__": true, + "google.generativeai.protos.SearchEntryPoint.__ne__": true, + "google.generativeai.protos.SearchEntryPoint.__new__": true, + "google.generativeai.protos.SearchEntryPoint.__or__": true, + "google.generativeai.protos.SearchEntryPoint.__ror__": true, + "google.generativeai.protos.SearchEntryPoint.copy_from": true, + "google.generativeai.protos.SearchEntryPoint.deserialize": true, + "google.generativeai.protos.SearchEntryPoint.from_json": true, + "google.generativeai.protos.SearchEntryPoint.mro": true, + "google.generativeai.protos.SearchEntryPoint.pb": true, + "google.generativeai.protos.SearchEntryPoint.rendered_content": true, + "google.generativeai.protos.SearchEntryPoint.sdk_blob": true, + "google.generativeai.protos.SearchEntryPoint.serialize": true, + "google.generativeai.protos.SearchEntryPoint.to_dict": true, + "google.generativeai.protos.SearchEntryPoint.to_json": true, + "google.generativeai.protos.SearchEntryPoint.wrap": true, + "google.generativeai.protos.Segment": false, + "google.generativeai.protos.Segment.__call__": true, + "google.generativeai.protos.Segment.__eq__": true, + "google.generativeai.protos.Segment.__ge__": true, + "google.generativeai.protos.Segment.__gt__": true, + "google.generativeai.protos.Segment.__init__": true, + "google.generativeai.protos.Segment.__le__": true, + "google.generativeai.protos.Segment.__lt__": true, + "google.generativeai.protos.Segment.__ne__": true, + "google.generativeai.protos.Segment.__new__": true, + "google.generativeai.protos.Segment.__or__": true, + "google.generativeai.protos.Segment.__ror__": true, + "google.generativeai.protos.Segment.copy_from": true, + "google.generativeai.protos.Segment.deserialize": true, + "google.generativeai.protos.Segment.end_index": true, + "google.generativeai.protos.Segment.from_json": true, + "google.generativeai.protos.Segment.mro": true, + "google.generativeai.protos.Segment.part_index": true, + "google.generativeai.protos.Segment.pb": true, + "google.generativeai.protos.Segment.serialize": true, + "google.generativeai.protos.Segment.start_index": true, + "google.generativeai.protos.Segment.text": true, + "google.generativeai.protos.Segment.to_dict": true, + "google.generativeai.protos.Segment.to_json": true, + "google.generativeai.protos.Segment.wrap": true, "google.generativeai.protos.SemanticRetrieverConfig": false, "google.generativeai.protos.SemanticRetrieverConfig.__call__": true, "google.generativeai.protos.SemanticRetrieverConfig.__eq__": true, @@ -6706,6 +7212,7 @@ "google.generativeai.protos.TaskType.denominator": true, "google.generativeai.protos.TaskType.from_bytes": true, "google.generativeai.protos.TaskType.imag": true, + "google.generativeai.protos.TaskType.is_integer": true, "google.generativeai.protos.TaskType.numerator": true, "google.generativeai.protos.TaskType.real": true, "google.generativeai.protos.TaskType.to_bytes": true, @@ -6772,6 +7279,7 @@ "google.generativeai.protos.Tool.deserialize": true, "google.generativeai.protos.Tool.from_json": true, "google.generativeai.protos.Tool.function_declarations": true, + "google.generativeai.protos.Tool.google_search_retrieval": true, "google.generativeai.protos.Tool.mro": true, "google.generativeai.protos.Tool.pb": true, "google.generativeai.protos.Tool.serialize": true, @@ -6898,6 +7406,7 @@ "google.generativeai.protos.TunedModel.State.denominator": true, "google.generativeai.protos.TunedModel.State.from_bytes": true, "google.generativeai.protos.TunedModel.State.imag": true, + "google.generativeai.protos.TunedModel.State.is_integer": true, "google.generativeai.protos.TunedModel.State.numerator": true, "google.generativeai.protos.TunedModel.State.real": true, "google.generativeai.protos.TunedModel.State.to_bytes": true, @@ -6922,6 +7431,7 @@ "google.generativeai.protos.TunedModel.mro": true, "google.generativeai.protos.TunedModel.name": true, "google.generativeai.protos.TunedModel.pb": true, + "google.generativeai.protos.TunedModel.reader_project_numbers": true, "google.generativeai.protos.TunedModel.serialize": true, "google.generativeai.protos.TunedModel.state": true, "google.generativeai.protos.TunedModel.temperature": true, @@ -7108,6 +7618,7 @@ "google.generativeai.protos.Type.denominator": true, "google.generativeai.protos.Type.from_bytes": true, "google.generativeai.protos.Type.imag": true, + "google.generativeai.protos.Type.is_integer": true, "google.generativeai.protos.Type.numerator": true, "google.generativeai.protos.Type.real": true, "google.generativeai.protos.Type.to_bytes": true, @@ -7291,18 +7802,6 @@ "google.generativeai.types.AsyncGenerateContentResponse.text": true, "google.generativeai.types.AsyncGenerateContentResponse.to_dict": true, "google.generativeai.types.AsyncGenerateContentResponse.usage_metadata": true, - "google.generativeai.types.AuthorError": false, - "google.generativeai.types.AuthorError.__eq__": true, - "google.generativeai.types.AuthorError.__ge__": true, - "google.generativeai.types.AuthorError.__gt__": true, - "google.generativeai.types.AuthorError.__init__": true, - "google.generativeai.types.AuthorError.__le__": true, - "google.generativeai.types.AuthorError.__lt__": true, - "google.generativeai.types.AuthorError.__ne__": true, - "google.generativeai.types.AuthorError.__new__": true, - "google.generativeai.types.AuthorError.add_note": true, - "google.generativeai.types.AuthorError.args": true, - "google.generativeai.types.AuthorError.with_traceback": true, "google.generativeai.types.BaseModelNameOptions": false, "google.generativeai.types.BlobDict": false, "google.generativeai.types.BlobDict.__contains__": true, @@ -7395,6 +7894,7 @@ "google.generativeai.types.BlockedReason.denominator": true, "google.generativeai.types.BlockedReason.from_bytes": true, "google.generativeai.types.BlockedReason.imag": true, + "google.generativeai.types.BlockedReason.is_integer": true, "google.generativeai.types.BlockedReason.numerator": true, "google.generativeai.types.BlockedReason.real": true, "google.generativeai.types.BlockedReason.to_bytes": true, @@ -7426,20 +7926,6 @@ "google.generativeai.types.CallableFunctionDeclaration.name": true, "google.generativeai.types.CallableFunctionDeclaration.parameters": true, "google.generativeai.types.CallableFunctionDeclaration.to_proto": true, - "google.generativeai.types.ChatResponse": false, - "google.generativeai.types.ChatResponse.__eq__": true, - "google.generativeai.types.ChatResponse.__ge__": true, - "google.generativeai.types.ChatResponse.__gt__": true, - "google.generativeai.types.ChatResponse.__init__": true, - "google.generativeai.types.ChatResponse.__le__": true, - "google.generativeai.types.ChatResponse.__lt__": true, - "google.generativeai.types.ChatResponse.__ne__": true, - "google.generativeai.types.ChatResponse.__new__": true, - "google.generativeai.types.ChatResponse.last": true, - "google.generativeai.types.ChatResponse.reply": true, - "google.generativeai.types.ChatResponse.to_dict": true, - "google.generativeai.types.ChatResponse.top_k": true, - "google.generativeai.types.ChatResponse.top_p": true, "google.generativeai.types.CitationMetadataDict": false, "google.generativeai.types.CitationMetadataDict.__contains__": true, "google.generativeai.types.CitationMetadataDict.__eq__": true, @@ -7492,16 +7978,6 @@ "google.generativeai.types.CitationSourceDict.setdefault": true, "google.generativeai.types.CitationSourceDict.update": true, "google.generativeai.types.CitationSourceDict.values": true, - "google.generativeai.types.Completion": false, - "google.generativeai.types.Completion.__eq__": true, - "google.generativeai.types.Completion.__ge__": true, - "google.generativeai.types.Completion.__gt__": true, - "google.generativeai.types.Completion.__init__": true, - "google.generativeai.types.Completion.__le__": true, - "google.generativeai.types.Completion.__lt__": true, - "google.generativeai.types.Completion.__ne__": true, - "google.generativeai.types.Completion.__new__": true, - "google.generativeai.types.Completion.to_dict": true, "google.generativeai.types.ContentDict": false, "google.generativeai.types.ContentDict.__contains__": true, "google.generativeai.types.ContentDict.__eq__": true, @@ -7556,34 +8032,6 @@ "google.generativeai.types.ContentFilterDict.values": true, "google.generativeai.types.ContentType": false, "google.generativeai.types.ContentsType": false, - "google.generativeai.types.ExampleDict": false, - "google.generativeai.types.ExampleDict.__contains__": true, - "google.generativeai.types.ExampleDict.__eq__": true, - "google.generativeai.types.ExampleDict.__ge__": true, - "google.generativeai.types.ExampleDict.__getitem__": true, - "google.generativeai.types.ExampleDict.__gt__": true, - "google.generativeai.types.ExampleDict.__init__": true, - "google.generativeai.types.ExampleDict.__iter__": true, - "google.generativeai.types.ExampleDict.__le__": true, - "google.generativeai.types.ExampleDict.__len__": true, - "google.generativeai.types.ExampleDict.__lt__": true, - "google.generativeai.types.ExampleDict.__ne__": true, - "google.generativeai.types.ExampleDict.__new__": true, - "google.generativeai.types.ExampleDict.__or__": true, - "google.generativeai.types.ExampleDict.__ror__": true, - "google.generativeai.types.ExampleDict.clear": true, - "google.generativeai.types.ExampleDict.copy": true, - "google.generativeai.types.ExampleDict.fromkeys": true, - "google.generativeai.types.ExampleDict.get": true, - "google.generativeai.types.ExampleDict.items": true, - "google.generativeai.types.ExampleDict.keys": true, - "google.generativeai.types.ExampleDict.pop": true, - "google.generativeai.types.ExampleDict.popitem": true, - "google.generativeai.types.ExampleDict.setdefault": true, - "google.generativeai.types.ExampleDict.update": true, - "google.generativeai.types.ExampleDict.values": true, - "google.generativeai.types.ExampleOptions": false, - "google.generativeai.types.ExamplesOptions": false, "google.generativeai.types.File": false, "google.generativeai.types.File.__eq__": true, "google.generativeai.types.File.__ge__": true, @@ -7693,9 +8141,14 @@ "google.generativeai.types.GenerationConfig.__ne__": true, "google.generativeai.types.GenerationConfig.__new__": true, "google.generativeai.types.GenerationConfig.candidate_count": true, + "google.generativeai.types.GenerationConfig.frequency_penalty": true, + "google.generativeai.types.GenerationConfig.logprobs": true, "google.generativeai.types.GenerationConfig.max_output_tokens": true, + "google.generativeai.types.GenerationConfig.presence_penalty": true, + "google.generativeai.types.GenerationConfig.response_logprobs": true, "google.generativeai.types.GenerationConfig.response_mime_type": true, "google.generativeai.types.GenerationConfig.response_schema": true, + "google.generativeai.types.GenerationConfig.seed": true, "google.generativeai.types.GenerationConfig.stop_sequences": true, "google.generativeai.types.GenerationConfig.temperature": true, "google.generativeai.types.GenerationConfig.top_k": true, @@ -7733,6 +8186,7 @@ "google.generativeai.types.HarmBlockThreshold.BLOCK_NONE": true, "google.generativeai.types.HarmBlockThreshold.BLOCK_ONLY_HIGH": true, "google.generativeai.types.HarmBlockThreshold.HARM_BLOCK_THRESHOLD_UNSPECIFIED": true, + "google.generativeai.types.HarmBlockThreshold.OFF": true, "google.generativeai.types.HarmBlockThreshold.__abs__": true, "google.generativeai.types.HarmBlockThreshold.__add__": true, "google.generativeai.types.HarmBlockThreshold.__and__": true, @@ -7781,6 +8235,7 @@ "google.generativeai.types.HarmBlockThreshold.denominator": true, "google.generativeai.types.HarmBlockThreshold.from_bytes": true, "google.generativeai.types.HarmBlockThreshold.imag": true, + "google.generativeai.types.HarmBlockThreshold.is_integer": true, "google.generativeai.types.HarmBlockThreshold.numerator": true, "google.generativeai.types.HarmBlockThreshold.real": true, "google.generativeai.types.HarmBlockThreshold.to_bytes": true, @@ -7838,6 +8293,7 @@ "google.generativeai.types.HarmCategory.denominator": true, "google.generativeai.types.HarmCategory.from_bytes": true, "google.generativeai.types.HarmCategory.imag": true, + "google.generativeai.types.HarmCategory.is_integer": true, "google.generativeai.types.HarmCategory.numerator": true, "google.generativeai.types.HarmCategory.real": true, "google.generativeai.types.HarmCategory.to_bytes": true, @@ -7895,6 +8351,7 @@ "google.generativeai.types.HarmProbability.denominator": true, "google.generativeai.types.HarmProbability.from_bytes": true, "google.generativeai.types.HarmProbability.imag": true, + "google.generativeai.types.HarmProbability.is_integer": true, "google.generativeai.types.HarmProbability.numerator": true, "google.generativeai.types.HarmProbability.real": true, "google.generativeai.types.HarmProbability.to_bytes": true, @@ -7910,61 +8367,6 @@ "google.generativeai.types.IncompleteIterationError.add_note": true, "google.generativeai.types.IncompleteIterationError.args": true, "google.generativeai.types.IncompleteIterationError.with_traceback": true, - "google.generativeai.types.MessageDict": false, - "google.generativeai.types.MessageDict.__contains__": true, - "google.generativeai.types.MessageDict.__eq__": true, - "google.generativeai.types.MessageDict.__ge__": true, - "google.generativeai.types.MessageDict.__getitem__": true, - "google.generativeai.types.MessageDict.__gt__": true, - "google.generativeai.types.MessageDict.__init__": true, - "google.generativeai.types.MessageDict.__iter__": true, - "google.generativeai.types.MessageDict.__le__": true, - "google.generativeai.types.MessageDict.__len__": true, - "google.generativeai.types.MessageDict.__lt__": true, - "google.generativeai.types.MessageDict.__ne__": true, - "google.generativeai.types.MessageDict.__new__": true, - "google.generativeai.types.MessageDict.__or__": true, - "google.generativeai.types.MessageDict.__ror__": true, - "google.generativeai.types.MessageDict.clear": true, - "google.generativeai.types.MessageDict.copy": true, - "google.generativeai.types.MessageDict.fromkeys": true, - "google.generativeai.types.MessageDict.get": true, - "google.generativeai.types.MessageDict.items": true, - "google.generativeai.types.MessageDict.keys": true, - "google.generativeai.types.MessageDict.pop": true, - "google.generativeai.types.MessageDict.popitem": true, - "google.generativeai.types.MessageDict.setdefault": true, - "google.generativeai.types.MessageDict.update": true, - "google.generativeai.types.MessageDict.values": true, - "google.generativeai.types.MessageOptions": false, - "google.generativeai.types.MessagePromptDict": false, - "google.generativeai.types.MessagePromptDict.__contains__": true, - "google.generativeai.types.MessagePromptDict.__eq__": true, - "google.generativeai.types.MessagePromptDict.__ge__": true, - "google.generativeai.types.MessagePromptDict.__getitem__": true, - "google.generativeai.types.MessagePromptDict.__gt__": true, - "google.generativeai.types.MessagePromptDict.__init__": true, - "google.generativeai.types.MessagePromptDict.__iter__": true, - "google.generativeai.types.MessagePromptDict.__le__": true, - "google.generativeai.types.MessagePromptDict.__len__": true, - "google.generativeai.types.MessagePromptDict.__lt__": true, - "google.generativeai.types.MessagePromptDict.__ne__": true, - "google.generativeai.types.MessagePromptDict.__new__": true, - "google.generativeai.types.MessagePromptDict.__or__": true, - "google.generativeai.types.MessagePromptDict.__ror__": true, - "google.generativeai.types.MessagePromptDict.clear": true, - "google.generativeai.types.MessagePromptDict.copy": true, - "google.generativeai.types.MessagePromptDict.fromkeys": true, - "google.generativeai.types.MessagePromptDict.get": true, - "google.generativeai.types.MessagePromptDict.items": true, - "google.generativeai.types.MessagePromptDict.keys": true, - "google.generativeai.types.MessagePromptDict.pop": true, - "google.generativeai.types.MessagePromptDict.popitem": true, - "google.generativeai.types.MessagePromptDict.setdefault": true, - "google.generativeai.types.MessagePromptDict.update": true, - "google.generativeai.types.MessagePromptDict.values": true, - "google.generativeai.types.MessagePromptOptions": false, - "google.generativeai.types.MessagesOptions": false, "google.generativeai.types.Model": false, "google.generativeai.types.Model.__eq__": true, "google.generativeai.types.Model.__ge__": true, @@ -8061,32 +8463,6 @@ "google.generativeai.types.RequestOptions.keys": true, "google.generativeai.types.RequestOptions.values": true, "google.generativeai.types.RequestOptionsType": false, - "google.generativeai.types.ResponseDict": false, - "google.generativeai.types.ResponseDict.__contains__": true, - "google.generativeai.types.ResponseDict.__eq__": true, - "google.generativeai.types.ResponseDict.__ge__": true, - "google.generativeai.types.ResponseDict.__getitem__": true, - "google.generativeai.types.ResponseDict.__gt__": true, - "google.generativeai.types.ResponseDict.__init__": true, - "google.generativeai.types.ResponseDict.__iter__": true, - "google.generativeai.types.ResponseDict.__le__": true, - "google.generativeai.types.ResponseDict.__len__": true, - "google.generativeai.types.ResponseDict.__lt__": true, - "google.generativeai.types.ResponseDict.__ne__": true, - "google.generativeai.types.ResponseDict.__new__": true, - "google.generativeai.types.ResponseDict.__or__": true, - "google.generativeai.types.ResponseDict.__ror__": true, - "google.generativeai.types.ResponseDict.clear": true, - "google.generativeai.types.ResponseDict.copy": true, - "google.generativeai.types.ResponseDict.fromkeys": true, - "google.generativeai.types.ResponseDict.get": true, - "google.generativeai.types.ResponseDict.items": true, - "google.generativeai.types.ResponseDict.keys": true, - "google.generativeai.types.ResponseDict.pop": true, - "google.generativeai.types.ResponseDict.popitem": true, - "google.generativeai.types.ResponseDict.setdefault": true, - "google.generativeai.types.ResponseDict.update": true, - "google.generativeai.types.ResponseDict.values": true, "google.generativeai.types.SafetyFeedbackDict": false, "google.generativeai.types.SafetyFeedbackDict.__contains__": true, "google.generativeai.types.SafetyFeedbackDict.__eq__": true, @@ -8226,6 +8602,7 @@ "google.generativeai.types.Tool.__new__": true, "google.generativeai.types.Tool.code_execution": true, "google.generativeai.types.Tool.function_declarations": true, + "google.generativeai.types.Tool.google_search_retrieval": true, "google.generativeai.types.Tool.to_proto": true, "google.generativeai.types.ToolDict": false, "google.generativeai.types.ToolDict.__contains__": true, @@ -8269,6 +8646,7 @@ "google.generativeai.types.TunedModel.display_name": true, "google.generativeai.types.TunedModel.name": true, "google.generativeai.types.TunedModel.permissions": true, + "google.generativeai.types.TunedModel.reader_project_numbers": true, "google.generativeai.types.TunedModel.source_model": true, "google.generativeai.types.TunedModel.state": true, "google.generativeai.types.TunedModel.temperature": true, @@ -8330,6 +8708,7 @@ "google.generativeai.types.TunedModelState.denominator": true, "google.generativeai.types.TunedModelState.from_bytes": true, "google.generativeai.types.TunedModelState.imag": true, + "google.generativeai.types.TunedModelState.is_integer": true, "google.generativeai.types.TunedModelState.numerator": true, "google.generativeai.types.TunedModelState.real": true, "google.generativeai.types.TunedModelState.to_bytes": true, @@ -8356,18 +8735,21 @@ "google.generativeai.GenerativeModel.generate_content": "google.generativeai.generative_models.GenerativeModel.generate_content", "google.generativeai.GenerativeModel.generate_content_async": "google.generativeai.generative_models.GenerativeModel.generate_content_async", "google.generativeai.GenerativeModel.start_chat": "google.generativeai.generative_models.GenerativeModel.start_chat", - "google.generativeai.chat": "google.generativeai.discuss.chat", - "google.generativeai.chat_async": "google.generativeai.discuss.chat_async", + "google.generativeai.caching": "google.generativeai.caching", + "google.generativeai.caching.CachedContent": "google.generativeai.caching.CachedContent", + "google.generativeai.caching.CachedContent.__init__": "google.generativeai.caching.CachedContent.__init__", + "google.generativeai.caching.CachedContent.create": "google.generativeai.caching.CachedContent.create", + "google.generativeai.caching.CachedContent.delete": "google.generativeai.caching.CachedContent.delete", + "google.generativeai.caching.CachedContent.get": "google.generativeai.caching.CachedContent.get", + "google.generativeai.caching.CachedContent.list": "google.generativeai.caching.CachedContent.list", + "google.generativeai.caching.CachedContent.update": "google.generativeai.caching.CachedContent.update", + "google.generativeai.caching.get_default_cache_client": "google.generativeai.client.get_default_cache_client", "google.generativeai.configure": "google.generativeai.client.configure", - "google.generativeai.count_message_tokens": "google.generativeai.discuss.count_message_tokens", - "google.generativeai.count_text_tokens": "google.generativeai.text.count_text_tokens", "google.generativeai.create_tuned_model": "google.generativeai.models.create_tuned_model", "google.generativeai.delete_file": "google.generativeai.files.delete_file", "google.generativeai.delete_tuned_model": "google.generativeai.models.delete_tuned_model", "google.generativeai.embed_content": "google.generativeai.embedding.embed_content", "google.generativeai.embed_content_async": "google.generativeai.embedding.embed_content_async", - "google.generativeai.generate_embeddings": "google.generativeai.text.generate_embeddings", - "google.generativeai.generate_text": "google.generativeai.text.generate_text", "google.generativeai.get_base_model": "google.generativeai.models.get_base_model", "google.generativeai.get_file": "google.generativeai.files.get_file", "google.generativeai.get_model": "google.generativeai.models.get_model", @@ -8877,6 +9259,20 @@ "google.generativeai.protos.Document.to_dict": "proto.message.MessageMeta.to_dict", "google.generativeai.protos.Document.to_json": "proto.message.MessageMeta.to_json", "google.generativeai.protos.Document.wrap": "proto.message.MessageMeta.wrap", + "google.generativeai.protos.DynamicRetrievalConfig": "google.ai.generativelanguage_v1beta.types.content.DynamicRetrievalConfig", + "google.generativeai.protos.DynamicRetrievalConfig.Mode": "google.ai.generativelanguage_v1beta.types.content.DynamicRetrievalConfig.Mode", + "google.generativeai.protos.DynamicRetrievalConfig.Mode.__contains__": "enum.EnumType.__contains__", + "google.generativeai.protos.DynamicRetrievalConfig.Mode.__getitem__": "enum.EnumType.__getitem__", + "google.generativeai.protos.DynamicRetrievalConfig.Mode.__iter__": "enum.EnumType.__iter__", + "google.generativeai.protos.DynamicRetrievalConfig.Mode.__len__": "enum.EnumType.__len__", + "google.generativeai.protos.DynamicRetrievalConfig.copy_from": "proto.message.MessageMeta.copy_from", + "google.generativeai.protos.DynamicRetrievalConfig.deserialize": "proto.message.MessageMeta.deserialize", + "google.generativeai.protos.DynamicRetrievalConfig.from_json": "proto.message.MessageMeta.from_json", + "google.generativeai.protos.DynamicRetrievalConfig.pb": "proto.message.MessageMeta.pb", + "google.generativeai.protos.DynamicRetrievalConfig.serialize": "proto.message.MessageMeta.serialize", + "google.generativeai.protos.DynamicRetrievalConfig.to_dict": "proto.message.MessageMeta.to_dict", + "google.generativeai.protos.DynamicRetrievalConfig.to_json": "proto.message.MessageMeta.to_json", + "google.generativeai.protos.DynamicRetrievalConfig.wrap": "proto.message.MessageMeta.wrap", "google.generativeai.protos.EmbedContentRequest": "google.ai.generativelanguage_v1beta.types.generative_service.EmbedContentRequest", "google.generativeai.protos.EmbedContentRequest.copy_from": "proto.message.MessageMeta.copy_from", "google.generativeai.protos.EmbedContentRequest.deserialize": "proto.message.MessageMeta.deserialize", @@ -9204,6 +9600,15 @@ "google.generativeai.protos.GetTunedModelRequest.to_dict": "proto.message.MessageMeta.to_dict", "google.generativeai.protos.GetTunedModelRequest.to_json": "proto.message.MessageMeta.to_json", "google.generativeai.protos.GetTunedModelRequest.wrap": "proto.message.MessageMeta.wrap", + "google.generativeai.protos.GoogleSearchRetrieval": "google.ai.generativelanguage_v1beta.types.content.GoogleSearchRetrieval", + "google.generativeai.protos.GoogleSearchRetrieval.copy_from": "proto.message.MessageMeta.copy_from", + "google.generativeai.protos.GoogleSearchRetrieval.deserialize": "proto.message.MessageMeta.deserialize", + "google.generativeai.protos.GoogleSearchRetrieval.from_json": "proto.message.MessageMeta.from_json", + "google.generativeai.protos.GoogleSearchRetrieval.pb": "proto.message.MessageMeta.pb", + "google.generativeai.protos.GoogleSearchRetrieval.serialize": "proto.message.MessageMeta.serialize", + "google.generativeai.protos.GoogleSearchRetrieval.to_dict": "proto.message.MessageMeta.to_dict", + "google.generativeai.protos.GoogleSearchRetrieval.to_json": "proto.message.MessageMeta.to_json", + "google.generativeai.protos.GoogleSearchRetrieval.wrap": "proto.message.MessageMeta.wrap", "google.generativeai.protos.GroundingAttribution": "google.ai.generativelanguage_v1beta.types.generative_service.GroundingAttribution", "google.generativeai.protos.GroundingAttribution.copy_from": "proto.message.MessageMeta.copy_from", "google.generativeai.protos.GroundingAttribution.deserialize": "proto.message.MessageMeta.deserialize", @@ -9213,6 +9618,33 @@ "google.generativeai.protos.GroundingAttribution.to_dict": "proto.message.MessageMeta.to_dict", "google.generativeai.protos.GroundingAttribution.to_json": "proto.message.MessageMeta.to_json", "google.generativeai.protos.GroundingAttribution.wrap": "proto.message.MessageMeta.wrap", + "google.generativeai.protos.GroundingChunk": "google.ai.generativelanguage_v1beta.types.generative_service.GroundingChunk", + "google.generativeai.protos.GroundingChunk.Web": "google.ai.generativelanguage_v1beta.types.generative_service.GroundingChunk.Web", + "google.generativeai.protos.GroundingChunk.Web.copy_from": "proto.message.MessageMeta.copy_from", + "google.generativeai.protos.GroundingChunk.Web.deserialize": "proto.message.MessageMeta.deserialize", + "google.generativeai.protos.GroundingChunk.Web.from_json": "proto.message.MessageMeta.from_json", + "google.generativeai.protos.GroundingChunk.Web.pb": "proto.message.MessageMeta.pb", + "google.generativeai.protos.GroundingChunk.Web.serialize": "proto.message.MessageMeta.serialize", + "google.generativeai.protos.GroundingChunk.Web.to_dict": "proto.message.MessageMeta.to_dict", + "google.generativeai.protos.GroundingChunk.Web.to_json": "proto.message.MessageMeta.to_json", + "google.generativeai.protos.GroundingChunk.Web.wrap": "proto.message.MessageMeta.wrap", + "google.generativeai.protos.GroundingChunk.copy_from": "proto.message.MessageMeta.copy_from", + "google.generativeai.protos.GroundingChunk.deserialize": "proto.message.MessageMeta.deserialize", + "google.generativeai.protos.GroundingChunk.from_json": "proto.message.MessageMeta.from_json", + "google.generativeai.protos.GroundingChunk.pb": "proto.message.MessageMeta.pb", + "google.generativeai.protos.GroundingChunk.serialize": "proto.message.MessageMeta.serialize", + "google.generativeai.protos.GroundingChunk.to_dict": "proto.message.MessageMeta.to_dict", + "google.generativeai.protos.GroundingChunk.to_json": "proto.message.MessageMeta.to_json", + "google.generativeai.protos.GroundingChunk.wrap": "proto.message.MessageMeta.wrap", + "google.generativeai.protos.GroundingMetadata": "google.ai.generativelanguage_v1beta.types.generative_service.GroundingMetadata", + "google.generativeai.protos.GroundingMetadata.copy_from": "proto.message.MessageMeta.copy_from", + "google.generativeai.protos.GroundingMetadata.deserialize": "proto.message.MessageMeta.deserialize", + "google.generativeai.protos.GroundingMetadata.from_json": "proto.message.MessageMeta.from_json", + "google.generativeai.protos.GroundingMetadata.pb": "proto.message.MessageMeta.pb", + "google.generativeai.protos.GroundingMetadata.serialize": "proto.message.MessageMeta.serialize", + "google.generativeai.protos.GroundingMetadata.to_dict": "proto.message.MessageMeta.to_dict", + "google.generativeai.protos.GroundingMetadata.to_json": "proto.message.MessageMeta.to_json", + "google.generativeai.protos.GroundingMetadata.wrap": "proto.message.MessageMeta.wrap", "google.generativeai.protos.GroundingPassage": "google.ai.generativelanguage_v1beta.types.content.GroundingPassage", "google.generativeai.protos.GroundingPassage.copy_from": "proto.message.MessageMeta.copy_from", "google.generativeai.protos.GroundingPassage.deserialize": "proto.message.MessageMeta.deserialize", @@ -9231,6 +9663,15 @@ "google.generativeai.protos.GroundingPassages.to_dict": "proto.message.MessageMeta.to_dict", "google.generativeai.protos.GroundingPassages.to_json": "proto.message.MessageMeta.to_json", "google.generativeai.protos.GroundingPassages.wrap": "proto.message.MessageMeta.wrap", + "google.generativeai.protos.GroundingSupport": "google.ai.generativelanguage_v1beta.types.generative_service.GroundingSupport", + "google.generativeai.protos.GroundingSupport.copy_from": "proto.message.MessageMeta.copy_from", + "google.generativeai.protos.GroundingSupport.deserialize": "proto.message.MessageMeta.deserialize", + "google.generativeai.protos.GroundingSupport.from_json": "proto.message.MessageMeta.from_json", + "google.generativeai.protos.GroundingSupport.pb": "proto.message.MessageMeta.pb", + "google.generativeai.protos.GroundingSupport.serialize": "proto.message.MessageMeta.serialize", + "google.generativeai.protos.GroundingSupport.to_dict": "proto.message.MessageMeta.to_dict", + "google.generativeai.protos.GroundingSupport.to_json": "proto.message.MessageMeta.to_json", + "google.generativeai.protos.GroundingSupport.wrap": "proto.message.MessageMeta.wrap", "google.generativeai.protos.HarmCategory": "google.ai.generativelanguage_v1beta.types.safety.HarmCategory", "google.generativeai.protos.HarmCategory.__contains__": "enum.EnumType.__contains__", "google.generativeai.protos.HarmCategory.__getitem__": "enum.EnumType.__getitem__", @@ -9389,6 +9830,33 @@ "google.generativeai.protos.ListTunedModelsResponse.to_dict": "proto.message.MessageMeta.to_dict", "google.generativeai.protos.ListTunedModelsResponse.to_json": "proto.message.MessageMeta.to_json", "google.generativeai.protos.ListTunedModelsResponse.wrap": "proto.message.MessageMeta.wrap", + "google.generativeai.protos.LogprobsResult": "google.ai.generativelanguage_v1beta.types.generative_service.LogprobsResult", + "google.generativeai.protos.LogprobsResult.Candidate": "google.ai.generativelanguage_v1beta.types.generative_service.LogprobsResult.Candidate", + "google.generativeai.protos.LogprobsResult.Candidate.copy_from": "proto.message.MessageMeta.copy_from", + "google.generativeai.protos.LogprobsResult.Candidate.deserialize": "proto.message.MessageMeta.deserialize", + "google.generativeai.protos.LogprobsResult.Candidate.from_json": "proto.message.MessageMeta.from_json", + "google.generativeai.protos.LogprobsResult.Candidate.pb": "proto.message.MessageMeta.pb", + "google.generativeai.protos.LogprobsResult.Candidate.serialize": "proto.message.MessageMeta.serialize", + "google.generativeai.protos.LogprobsResult.Candidate.to_dict": "proto.message.MessageMeta.to_dict", + "google.generativeai.protos.LogprobsResult.Candidate.to_json": "proto.message.MessageMeta.to_json", + "google.generativeai.protos.LogprobsResult.Candidate.wrap": "proto.message.MessageMeta.wrap", + "google.generativeai.protos.LogprobsResult.TopCandidates": "google.ai.generativelanguage_v1beta.types.generative_service.LogprobsResult.TopCandidates", + "google.generativeai.protos.LogprobsResult.TopCandidates.copy_from": "proto.message.MessageMeta.copy_from", + "google.generativeai.protos.LogprobsResult.TopCandidates.deserialize": "proto.message.MessageMeta.deserialize", + "google.generativeai.protos.LogprobsResult.TopCandidates.from_json": "proto.message.MessageMeta.from_json", + "google.generativeai.protos.LogprobsResult.TopCandidates.pb": "proto.message.MessageMeta.pb", + "google.generativeai.protos.LogprobsResult.TopCandidates.serialize": "proto.message.MessageMeta.serialize", + "google.generativeai.protos.LogprobsResult.TopCandidates.to_dict": "proto.message.MessageMeta.to_dict", + "google.generativeai.protos.LogprobsResult.TopCandidates.to_json": "proto.message.MessageMeta.to_json", + "google.generativeai.protos.LogprobsResult.TopCandidates.wrap": "proto.message.MessageMeta.wrap", + "google.generativeai.protos.LogprobsResult.copy_from": "proto.message.MessageMeta.copy_from", + "google.generativeai.protos.LogprobsResult.deserialize": "proto.message.MessageMeta.deserialize", + "google.generativeai.protos.LogprobsResult.from_json": "proto.message.MessageMeta.from_json", + "google.generativeai.protos.LogprobsResult.pb": "proto.message.MessageMeta.pb", + "google.generativeai.protos.LogprobsResult.serialize": "proto.message.MessageMeta.serialize", + "google.generativeai.protos.LogprobsResult.to_dict": "proto.message.MessageMeta.to_dict", + "google.generativeai.protos.LogprobsResult.to_json": "proto.message.MessageMeta.to_json", + "google.generativeai.protos.LogprobsResult.wrap": "proto.message.MessageMeta.wrap", "google.generativeai.protos.Message": "google.ai.generativelanguage_v1beta.types.discuss_service.Message", "google.generativeai.protos.Message.copy_from": "proto.message.MessageMeta.copy_from", "google.generativeai.protos.Message.deserialize": "proto.message.MessageMeta.deserialize", @@ -9453,6 +9921,24 @@ "google.generativeai.protos.Permission.to_dict": "proto.message.MessageMeta.to_dict", "google.generativeai.protos.Permission.to_json": "proto.message.MessageMeta.to_json", "google.generativeai.protos.Permission.wrap": "proto.message.MessageMeta.wrap", + "google.generativeai.protos.PredictRequest": "google.ai.generativelanguage_v1beta.types.prediction_service.PredictRequest", + "google.generativeai.protos.PredictRequest.copy_from": "proto.message.MessageMeta.copy_from", + "google.generativeai.protos.PredictRequest.deserialize": "proto.message.MessageMeta.deserialize", + "google.generativeai.protos.PredictRequest.from_json": "proto.message.MessageMeta.from_json", + "google.generativeai.protos.PredictRequest.pb": "proto.message.MessageMeta.pb", + "google.generativeai.protos.PredictRequest.serialize": "proto.message.MessageMeta.serialize", + "google.generativeai.protos.PredictRequest.to_dict": "proto.message.MessageMeta.to_dict", + "google.generativeai.protos.PredictRequest.to_json": "proto.message.MessageMeta.to_json", + "google.generativeai.protos.PredictRequest.wrap": "proto.message.MessageMeta.wrap", + "google.generativeai.protos.PredictResponse": "google.ai.generativelanguage_v1beta.types.prediction_service.PredictResponse", + "google.generativeai.protos.PredictResponse.copy_from": "proto.message.MessageMeta.copy_from", + "google.generativeai.protos.PredictResponse.deserialize": "proto.message.MessageMeta.deserialize", + "google.generativeai.protos.PredictResponse.from_json": "proto.message.MessageMeta.from_json", + "google.generativeai.protos.PredictResponse.pb": "proto.message.MessageMeta.pb", + "google.generativeai.protos.PredictResponse.serialize": "proto.message.MessageMeta.serialize", + "google.generativeai.protos.PredictResponse.to_dict": "proto.message.MessageMeta.to_dict", + "google.generativeai.protos.PredictResponse.to_json": "proto.message.MessageMeta.to_json", + "google.generativeai.protos.PredictResponse.wrap": "proto.message.MessageMeta.wrap", "google.generativeai.protos.QueryCorpusRequest": "google.ai.generativelanguage_v1beta.types.retriever_service.QueryCorpusRequest", "google.generativeai.protos.QueryCorpusRequest.copy_from": "proto.message.MessageMeta.copy_from", "google.generativeai.protos.QueryCorpusRequest.deserialize": "proto.message.MessageMeta.deserialize", @@ -9498,6 +9984,15 @@ "google.generativeai.protos.RelevantChunk.to_dict": "proto.message.MessageMeta.to_dict", "google.generativeai.protos.RelevantChunk.to_json": "proto.message.MessageMeta.to_json", "google.generativeai.protos.RelevantChunk.wrap": "proto.message.MessageMeta.wrap", + "google.generativeai.protos.RetrievalMetadata": "google.ai.generativelanguage_v1beta.types.generative_service.RetrievalMetadata", + "google.generativeai.protos.RetrievalMetadata.copy_from": "proto.message.MessageMeta.copy_from", + "google.generativeai.protos.RetrievalMetadata.deserialize": "proto.message.MessageMeta.deserialize", + "google.generativeai.protos.RetrievalMetadata.from_json": "proto.message.MessageMeta.from_json", + "google.generativeai.protos.RetrievalMetadata.pb": "proto.message.MessageMeta.pb", + "google.generativeai.protos.RetrievalMetadata.serialize": "proto.message.MessageMeta.serialize", + "google.generativeai.protos.RetrievalMetadata.to_dict": "proto.message.MessageMeta.to_dict", + "google.generativeai.protos.RetrievalMetadata.to_json": "proto.message.MessageMeta.to_json", + "google.generativeai.protos.RetrievalMetadata.wrap": "proto.message.MessageMeta.wrap", "google.generativeai.protos.SafetyFeedback": "google.ai.generativelanguage_v1beta.types.safety.SafetyFeedback", "google.generativeai.protos.SafetyFeedback.copy_from": "proto.message.MessageMeta.copy_from", "google.generativeai.protos.SafetyFeedback.deserialize": "proto.message.MessageMeta.deserialize", @@ -9543,6 +10038,24 @@ "google.generativeai.protos.Schema.to_dict": "proto.message.MessageMeta.to_dict", "google.generativeai.protos.Schema.to_json": "proto.message.MessageMeta.to_json", "google.generativeai.protos.Schema.wrap": "proto.message.MessageMeta.wrap", + "google.generativeai.protos.SearchEntryPoint": "google.ai.generativelanguage_v1beta.types.generative_service.SearchEntryPoint", + "google.generativeai.protos.SearchEntryPoint.copy_from": "proto.message.MessageMeta.copy_from", + "google.generativeai.protos.SearchEntryPoint.deserialize": "proto.message.MessageMeta.deserialize", + "google.generativeai.protos.SearchEntryPoint.from_json": "proto.message.MessageMeta.from_json", + "google.generativeai.protos.SearchEntryPoint.pb": "proto.message.MessageMeta.pb", + "google.generativeai.protos.SearchEntryPoint.serialize": "proto.message.MessageMeta.serialize", + "google.generativeai.protos.SearchEntryPoint.to_dict": "proto.message.MessageMeta.to_dict", + "google.generativeai.protos.SearchEntryPoint.to_json": "proto.message.MessageMeta.to_json", + "google.generativeai.protos.SearchEntryPoint.wrap": "proto.message.MessageMeta.wrap", + "google.generativeai.protos.Segment": "google.ai.generativelanguage_v1beta.types.generative_service.Segment", + "google.generativeai.protos.Segment.copy_from": "proto.message.MessageMeta.copy_from", + "google.generativeai.protos.Segment.deserialize": "proto.message.MessageMeta.deserialize", + "google.generativeai.protos.Segment.from_json": "proto.message.MessageMeta.from_json", + "google.generativeai.protos.Segment.pb": "proto.message.MessageMeta.pb", + "google.generativeai.protos.Segment.serialize": "proto.message.MessageMeta.serialize", + "google.generativeai.protos.Segment.to_dict": "proto.message.MessageMeta.to_dict", + "google.generativeai.protos.Segment.to_json": "proto.message.MessageMeta.to_json", + "google.generativeai.protos.Segment.wrap": "proto.message.MessageMeta.wrap", "google.generativeai.protos.SemanticRetrieverConfig": "google.ai.generativelanguage_v1beta.types.generative_service.SemanticRetrieverConfig", "google.generativeai.protos.SemanticRetrieverConfig.copy_from": "proto.message.MessageMeta.copy_from", "google.generativeai.protos.SemanticRetrieverConfig.deserialize": "proto.message.MessageMeta.deserialize", @@ -9749,7 +10262,6 @@ "google.generativeai.types.AsyncGenerateContentResponse.from_response": "google.generativeai.types.generation_types.AsyncGenerateContentResponse.from_response", "google.generativeai.types.AsyncGenerateContentResponse.resolve": "google.generativeai.types.generation_types.AsyncGenerateContentResponse.resolve", "google.generativeai.types.AsyncGenerateContentResponse.to_dict": "google.generativeai.types.generation_types.BaseGenerateContentResponse.to_dict", - "google.generativeai.types.AuthorError": "google.generativeai.types.discuss_types.AuthorError", "google.generativeai.types.BlobDict": "google.generativeai.types.content_types.BlobDict", "google.generativeai.types.BlockedPromptException": "google.generativeai.types.generation_types.BlockedPromptException", "google.generativeai.types.BlockedReason": "google.ai.generativelanguage_v1beta.types.safety.ContentFilter.BlockedReason", @@ -9762,18 +10274,10 @@ "google.generativeai.types.CallableFunctionDeclaration.__call__": "google.generativeai.types.content_types.CallableFunctionDeclaration.__call__", "google.generativeai.types.CallableFunctionDeclaration.__init__": "google.generativeai.types.content_types.CallableFunctionDeclaration.__init__", "google.generativeai.types.CallableFunctionDeclaration.from_proto": "google.generativeai.types.content_types.FunctionDeclaration.from_proto", - "google.generativeai.types.ChatResponse": "google.generativeai.types.discuss_types.ChatResponse", - "google.generativeai.types.ChatResponse.__eq__": "google.generativeai.types.discuss_types.ChatResponse.__eq__", - "google.generativeai.types.ChatResponse.reply": "google.generativeai.types.discuss_types.ChatResponse.reply", - "google.generativeai.types.ChatResponse.to_dict": "google.generativeai.types.discuss_types.ChatResponse.to_dict", "google.generativeai.types.CitationMetadataDict": "google.generativeai.types.citation_types.CitationMetadataDict", "google.generativeai.types.CitationSourceDict": "google.generativeai.types.citation_types.CitationSourceDict", - "google.generativeai.types.Completion": "google.generativeai.types.text_types.Completion", - "google.generativeai.types.Completion.__eq__": "google.generativeai.types.text_types.Completion.__eq__", - "google.generativeai.types.Completion.to_dict": "google.generativeai.types.text_types.Completion.to_dict", "google.generativeai.types.ContentDict": "google.generativeai.types.content_types.ContentDict", "google.generativeai.types.ContentFilterDict": "google.generativeai.types.safety_types.ContentFilterDict", - "google.generativeai.types.ExampleDict": "google.generativeai.types.discuss_types.ExampleDict", "google.generativeai.types.File": "google.generativeai.types.file_types.File", "google.generativeai.types.File.__init__": "google.generativeai.types.file_types.File.__init__", "google.generativeai.types.File.delete": "google.generativeai.types.file_types.File.delete", @@ -9815,8 +10319,6 @@ "google.generativeai.types.HarmProbability.__iter__": "enum.EnumType.__iter__", "google.generativeai.types.HarmProbability.__len__": "enum.EnumType.__len__", "google.generativeai.types.IncompleteIterationError": "google.generativeai.types.generation_types.IncompleteIterationError", - "google.generativeai.types.MessageDict": "google.generativeai.types.discuss_types.MessageDict", - "google.generativeai.types.MessagePromptDict": "google.generativeai.types.discuss_types.MessagePromptDict", "google.generativeai.types.Model": "google.generativeai.types.model_types.Model", "google.generativeai.types.Model.__eq__": "google.generativeai.types.model_types.Model.__eq__", "google.generativeai.types.Model.__init__": "google.generativeai.types.model_types.Model.__init__", @@ -9853,7 +10355,6 @@ "google.generativeai.types.RequestOptions.items": "collections.abc.Mapping.items", "google.generativeai.types.RequestOptions.keys": "collections.abc.Mapping.keys", "google.generativeai.types.RequestOptions.values": "collections.abc.Mapping.values", - "google.generativeai.types.ResponseDict": "google.generativeai.types.discuss_types.ResponseDict", "google.generativeai.types.SafetyFeedbackDict": "google.generativeai.types.safety_types.SafetyFeedbackDict", "google.generativeai.types.SafetyRatingDict": "google.generativeai.types.safety_types.SafetyRatingDict", "google.generativeai.types.SafetySettingDict": "google.generativeai.types.safety_types.SafetySettingDict", diff --git a/docs/api/google/generativeai/_toc.yaml b/docs/api/google/generativeai/_toc.yaml index 99797d5d8..7d18dbf66 100644 --- a/docs/api/google/generativeai/_toc.yaml +++ b/docs/api/google/generativeai/_toc.yaml @@ -7,16 +7,8 @@ toc: path: /api/python/google/generativeai/ChatSession - title: GenerativeModel path: /api/python/google/generativeai/GenerativeModel - - title: chat - path: /api/python/google/generativeai/chat - - title: chat_async - path: /api/python/google/generativeai/chat_async - title: configure path: /api/python/google/generativeai/configure - - title: count_message_tokens - path: /api/python/google/generativeai/count_message_tokens - - title: count_text_tokens - path: /api/python/google/generativeai/count_text_tokens - title: create_tuned_model path: /api/python/google/generativeai/create_tuned_model - title: delete_file @@ -27,10 +19,6 @@ toc: path: /api/python/google/generativeai/embed_content - title: embed_content_async path: /api/python/google/generativeai/embed_content_async - - title: generate_embeddings - path: /api/python/google/generativeai/generate_embeddings - - title: generate_text - path: /api/python/google/generativeai/generate_text - title: get_base_model path: /api/python/google/generativeai/get_base_model - title: get_file @@ -53,6 +41,14 @@ toc: path: /api/python/google/generativeai/update_tuned_model - title: upload_file path: /api/python/google/generativeai/upload_file + - title: caching + section: + - title: Overview + path: /api/python/google/generativeai/caching + - title: CachedContent + path: /api/python/google/generativeai/caching/CachedContent + - title: get_default_cache_client + path: /api/python/google/generativeai/caching/get_default_cache_client - title: protos section: - title: Overview @@ -169,6 +165,10 @@ toc: path: /api/python/google/generativeai/protos/DeleteTunedModelRequest - title: Document path: /api/python/google/generativeai/protos/Document + - title: DynamicRetrievalConfig + path: /api/python/google/generativeai/protos/DynamicRetrievalConfig + - title: DynamicRetrievalConfig.Mode + path: /api/python/google/generativeai/protos/DynamicRetrievalConfig/Mode - title: EmbedContentRequest path: /api/python/google/generativeai/protos/EmbedContentRequest - title: EmbedContentResponse @@ -247,12 +247,22 @@ toc: path: /api/python/google/generativeai/protos/GetPermissionRequest - title: GetTunedModelRequest path: /api/python/google/generativeai/protos/GetTunedModelRequest + - title: GoogleSearchRetrieval + path: /api/python/google/generativeai/protos/GoogleSearchRetrieval - title: GroundingAttribution path: /api/python/google/generativeai/protos/GroundingAttribution + - title: GroundingChunk + path: /api/python/google/generativeai/protos/GroundingChunk + - title: GroundingChunk.Web + path: /api/python/google/generativeai/protos/GroundingChunk/Web + - title: GroundingMetadata + path: /api/python/google/generativeai/protos/GroundingMetadata - title: GroundingPassage path: /api/python/google/generativeai/protos/GroundingPassage - title: GroundingPassages path: /api/python/google/generativeai/protos/GroundingPassages + - title: GroundingSupport + path: /api/python/google/generativeai/protos/GroundingSupport - title: HarmCategory path: /api/python/google/generativeai/protos/HarmCategory - title: Hyperparameters @@ -289,6 +299,12 @@ toc: path: /api/python/google/generativeai/protos/ListTunedModelsRequest - title: ListTunedModelsResponse path: /api/python/google/generativeai/protos/ListTunedModelsResponse + - title: LogprobsResult + path: /api/python/google/generativeai/protos/LogprobsResult + - title: LogprobsResult.Candidate + path: /api/python/google/generativeai/protos/LogprobsResult/Candidate + - title: LogprobsResult.TopCandidates + path: /api/python/google/generativeai/protos/LogprobsResult/TopCandidates - title: Message path: /api/python/google/generativeai/protos/Message - title: MessagePrompt @@ -305,6 +321,10 @@ toc: path: /api/python/google/generativeai/protos/Permission/GranteeType - title: Permission.Role path: /api/python/google/generativeai/protos/Permission/Role + - title: PredictRequest + path: /api/python/google/generativeai/protos/PredictRequest + - title: PredictResponse + path: /api/python/google/generativeai/protos/PredictResponse - title: QueryCorpusRequest path: /api/python/google/generativeai/protos/QueryCorpusRequest - title: QueryCorpusResponse @@ -315,6 +335,8 @@ toc: path: /api/python/google/generativeai/protos/QueryDocumentResponse - title: RelevantChunk path: /api/python/google/generativeai/protos/RelevantChunk + - title: RetrievalMetadata + path: /api/python/google/generativeai/protos/RetrievalMetadata - title: SafetyFeedback path: /api/python/google/generativeai/protos/SafetyFeedback - title: SafetyRating @@ -325,6 +347,10 @@ toc: path: /api/python/google/generativeai/protos/Schema - title: Schema.PropertiesEntry path: /api/python/google/generativeai/protos/Schema/PropertiesEntry + - title: SearchEntryPoint + path: /api/python/google/generativeai/protos/SearchEntryPoint + - title: Segment + path: /api/python/google/generativeai/protos/Segment - title: SemanticRetrieverConfig path: /api/python/google/generativeai/protos/SemanticRetrieverConfig - title: StringList @@ -379,8 +405,6 @@ toc: path: /api/python/google/generativeai/types/AnyModelNameOptions - title: AsyncGenerateContentResponse path: /api/python/google/generativeai/types/AsyncGenerateContentResponse - - title: AuthorError - path: /api/python/google/generativeai/types/AuthorError - title: BaseModelNameOptions path: /api/python/google/generativeai/types/BaseModelNameOptions - title: BlobDict @@ -395,14 +419,10 @@ toc: path: /api/python/google/generativeai/types/BrokenResponseError - title: CallableFunctionDeclaration path: /api/python/google/generativeai/types/CallableFunctionDeclaration - - title: ChatResponse - path: /api/python/google/generativeai/types/ChatResponse - title: CitationMetadataDict path: /api/python/google/generativeai/types/CitationMetadataDict - title: CitationSourceDict path: /api/python/google/generativeai/types/CitationSourceDict - - title: Completion - path: /api/python/google/generativeai/types/Completion - title: ContentDict path: /api/python/google/generativeai/types/ContentDict - title: ContentFilterDict @@ -411,12 +431,6 @@ toc: path: /api/python/google/generativeai/types/ContentType - title: ContentsType path: /api/python/google/generativeai/types/ContentsType - - title: ExampleDict - path: /api/python/google/generativeai/types/ExampleDict - - title: ExampleOptions - path: /api/python/google/generativeai/types/ExampleOptions - - title: ExamplesOptions - path: /api/python/google/generativeai/types/ExamplesOptions - title: File path: /api/python/google/generativeai/types/File - title: FileDataDict @@ -447,16 +461,6 @@ toc: path: /api/python/google/generativeai/types/HarmProbability - title: IncompleteIterationError path: /api/python/google/generativeai/types/IncompleteIterationError - - title: MessageDict - path: /api/python/google/generativeai/types/MessageDict - - title: MessageOptions - path: /api/python/google/generativeai/types/MessageOptions - - title: MessagePromptDict - path: /api/python/google/generativeai/types/MessagePromptDict - - title: MessagePromptOptions - path: /api/python/google/generativeai/types/MessagePromptOptions - - title: MessagesOptions - path: /api/python/google/generativeai/types/MessagesOptions - title: Model path: /api/python/google/generativeai/types/Model - title: ModelsIterable @@ -473,8 +477,6 @@ toc: path: /api/python/google/generativeai/types/RequestOptions - title: RequestOptionsType path: /api/python/google/generativeai/types/RequestOptionsType - - title: ResponseDict - path: /api/python/google/generativeai/types/ResponseDict - title: SafetyFeedbackDict path: /api/python/google/generativeai/types/SafetyFeedbackDict - title: SafetyRatingDict diff --git a/docs/api/google/generativeai/all_symbols.md b/docs/api/google/generativeai/all_symbols.md index a6fa84caf..bc673a13e 100644 --- a/docs/api/google/generativeai/all_symbols.md +++ b/docs/api/google/generativeai/all_symbols.md @@ -7,18 +7,15 @@ * google.generativeai.ChatSession * google.generativeai.GenerationConfig * google.generativeai.GenerativeModel -* google.generativeai.chat -* google.generativeai.chat_async +* google.generativeai.caching +* google.generativeai.caching.CachedContent +* google.generativeai.caching.get_default_cache_client * google.generativeai.configure -* google.generativeai.count_message_tokens -* google.generativeai.count_text_tokens * google.generativeai.create_tuned_model * google.generativeai.delete_file * google.generativeai.delete_tuned_model * google.generativeai.embed_content * google.generativeai.embed_content_async -* google.generativeai.generate_embeddings -* google.generativeai.generate_text * google.generativeai.get_base_model * google.generativeai.get_file * google.generativeai.get_model @@ -86,6 +83,8 @@ * google.generativeai.protos.DeletePermissionRequest * google.generativeai.protos.DeleteTunedModelRequest * google.generativeai.protos.Document +* google.generativeai.protos.DynamicRetrievalConfig +* google.generativeai.protos.DynamicRetrievalConfig.Mode * google.generativeai.protos.EmbedContentRequest * google.generativeai.protos.EmbedContentResponse * google.generativeai.protos.EmbedTextRequest @@ -125,9 +124,14 @@ * google.generativeai.protos.GetModelRequest * google.generativeai.protos.GetPermissionRequest * google.generativeai.protos.GetTunedModelRequest +* google.generativeai.protos.GoogleSearchRetrieval * google.generativeai.protos.GroundingAttribution +* google.generativeai.protos.GroundingChunk +* google.generativeai.protos.GroundingChunk.Web +* google.generativeai.protos.GroundingMetadata * google.generativeai.protos.GroundingPassage * google.generativeai.protos.GroundingPassages +* google.generativeai.protos.GroundingSupport * google.generativeai.protos.HarmCategory * google.generativeai.protos.Hyperparameters * google.generativeai.protos.ListCachedContentsRequest @@ -146,6 +150,9 @@ * google.generativeai.protos.ListPermissionsResponse * google.generativeai.protos.ListTunedModelsRequest * google.generativeai.protos.ListTunedModelsResponse +* google.generativeai.protos.LogprobsResult +* google.generativeai.protos.LogprobsResult.Candidate +* google.generativeai.protos.LogprobsResult.TopCandidates * google.generativeai.protos.Message * google.generativeai.protos.MessagePrompt * google.generativeai.protos.MetadataFilter @@ -154,11 +161,14 @@ * google.generativeai.protos.Permission * google.generativeai.protos.Permission.GranteeType * google.generativeai.protos.Permission.Role +* google.generativeai.protos.PredictRequest +* google.generativeai.protos.PredictResponse * google.generativeai.protos.QueryCorpusRequest * google.generativeai.protos.QueryCorpusResponse * google.generativeai.protos.QueryDocumentRequest * google.generativeai.protos.QueryDocumentResponse * google.generativeai.protos.RelevantChunk +* google.generativeai.protos.RetrievalMetadata * google.generativeai.protos.SafetyFeedback * google.generativeai.protos.SafetyRating * google.generativeai.protos.SafetyRating.HarmProbability @@ -166,6 +176,8 @@ * google.generativeai.protos.SafetySetting.HarmBlockThreshold * google.generativeai.protos.Schema * google.generativeai.protos.Schema.PropertiesEntry +* google.generativeai.protos.SearchEntryPoint +* google.generativeai.protos.Segment * google.generativeai.protos.SemanticRetrieverConfig * google.generativeai.protos.StringList * google.generativeai.protos.TaskType @@ -193,7 +205,6 @@ * google.generativeai.types * google.generativeai.types.AnyModelNameOptions * google.generativeai.types.AsyncGenerateContentResponse -* google.generativeai.types.AuthorError * google.generativeai.types.BaseModelNameOptions * google.generativeai.types.BlobDict * google.generativeai.types.BlobType @@ -201,17 +212,12 @@ * google.generativeai.types.BlockedReason * google.generativeai.types.BrokenResponseError * google.generativeai.types.CallableFunctionDeclaration -* google.generativeai.types.ChatResponse * google.generativeai.types.CitationMetadataDict * google.generativeai.types.CitationSourceDict -* google.generativeai.types.Completion * google.generativeai.types.ContentDict * google.generativeai.types.ContentFilterDict * google.generativeai.types.ContentType * google.generativeai.types.ContentsType -* google.generativeai.types.ExampleDict -* google.generativeai.types.ExampleOptions -* google.generativeai.types.ExamplesOptions * google.generativeai.types.File * google.generativeai.types.FileDataDict * google.generativeai.types.FileDataType @@ -227,11 +233,6 @@ * google.generativeai.types.HarmCategory * google.generativeai.types.HarmProbability * google.generativeai.types.IncompleteIterationError -* google.generativeai.types.MessageDict -* google.generativeai.types.MessageOptions -* google.generativeai.types.MessagePromptDict -* google.generativeai.types.MessagePromptOptions -* google.generativeai.types.MessagesOptions * google.generativeai.types.Model * google.generativeai.types.ModelNameOptions * google.generativeai.types.ModelsIterable @@ -241,7 +242,6 @@ * google.generativeai.types.Permissions * google.generativeai.types.RequestOptions * google.generativeai.types.RequestOptionsType -* google.generativeai.types.ResponseDict * google.generativeai.types.SafetyFeedbackDict * google.generativeai.types.SafetyRatingDict * google.generativeai.types.SafetySettingDict diff --git a/docs/api/google/generativeai/api_report.pb b/docs/api/google/generativeai/api_report.pb index 96c5f00568db0f4db860421c667f7d315faa1484..13579ce3ab32021b0ce08498ac74860b56df5dc2 100644 GIT binary patch delta 2620 zcmZ`*ZA?>V6z*G~Ed^;O_Jhi8K@pv%r6@%aCq-l$5vgEwI%oO1Vkh>pQgnVW>*uz_ zPo7MTSwfl94Zq#H85AaUTjJb;VrJ&T)Zm{j+Y*K|8ka5G-dhCfy!JP! zS+8@P_-93L#!UHE0+OuHkVM+5e0+tU*AkOvkU*AiWlZ_FR%66<^#r(%>U5G=^d8b- zPQXDn<3^f3Nz%tw!~2`45e?QvMwX7$7^6wrvDQ-`_B=pyU`aGQCuICtBlc1yeyK8} zkr>D(Xj}EhK}HtLUCpnoXsGqO#b+>uO0ZS&2ED1wl+%amo;Z0*KE0vW5NP(skgst$ 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z#4a#ed|3(OH#{t69mI#H%xt54nz+0|XlnGhn}kBI&{*&12=s||)P{KlTf{)85lN@! z!LUGw$dOohjt-;m8n0U9X=tn$(6THY_v&JC^P-ZBO>iX4YsVISwH`OxLm5#%vxS;q z)})8UQMuc}b)w_6vSyd4_gw8pA18~xCuA~&4whouH$1I6cAHER&1@c`Qx*O`kxE-X zeMcEDvoljN*);aGBRN>gj`$ejL5M?ZPl}X$<0y~yXHxK>=VQs_hECrn^qI5sq=DMH zMPv+?oztMdp>jN6)kKX}d|pcEzvmy}?Aje|+|ipxKlom%{MoKK&a-s76gDV=|HgFH?q z&Rk{_;{g|(f+xPt#E#>9$FFCP%4`0t)?f?J) diff --git a/docs/api/google/generativeai/caching.md b/docs/api/google/generativeai/caching.md new file mode 100644 index 000000000..9494d1f38 --- /dev/null +++ b/docs/api/google/generativeai/caching.md @@ -0,0 +1,54 @@ +
+ + + +
+ +# Module: google.generativeai.caching + + + + + + + + + + + + + +## Classes + +[`class CachedContent`](../../google/generativeai/caching/CachedContent.md): Cached content resource. + +## Functions + +[`get_default_cache_client(...)`](../../google/generativeai/caching/get_default_cache_client.md) + + + + + + + + + + + + +

Other Members

+ +annotations + + + +Instance of `__future__._Feature` + +
+ diff --git a/docs/api/google/generativeai/caching/CachedContent.md b/docs/api/google/generativeai/caching/CachedContent.md new file mode 100644 index 000000000..b9cafee95 --- /dev/null +++ b/docs/api/google/generativeai/caching/CachedContent.md @@ -0,0 +1,460 @@ +description: Cached content resource. + +
+ + + + + + + + +
+ +# google.generativeai.caching.CachedContent + + + + + + + + + +Cached content resource. + +
+google.generativeai.caching.CachedContent(
+    name
+)
+
+ + + + + + + + + + + + + + + +

Args

+ +`name` + + + +The resource name referring to the cached content. + +
+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +

Attributes

+ +`create_time` + + + + + +
+ +`display_name` + + + + + +
+ +`expire_time` + + + + + +
+ +`model` + + + + + +
+ +`name` + + + + + +
+ +`update_time` + + + + + +
+ +`usage_metadata` + + + + + +
+ + + +## Methods + +

create

+ +View source + +
+@classmethod
+create(
+    model: str,
+    *,
+    display_name: (str | None) = None,
+    system_instruction: Optional[content_types.ContentType] = None,
+    contents: Optional[content_types.ContentsType] = None,
+    tools: Optional[content_types.FunctionLibraryType] = None,
+    tool_config: Optional[content_types.ToolConfigType] = None,
+    ttl: Optional[caching_types.TTLTypes] = None,
+    expire_time: Optional[caching_types.ExpireTimeTypes] = None
+) -> CachedContent
+
+ +Creates `CachedContent` resource. + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
Args
+ +`model` + + + +The name of the `model` to use for cached content creation. +Any `CachedContent` resource can be only used with the +`model` it was created for. + +
+ +`display_name` + + + +The user-generated meaningful display name +of the cached content. `display_name` must be no +more than 128 unicode characters. + +
+ +`system_instruction` + + + +Developer set system instruction. + +
+ +`contents` + + + +Contents to cache. + +
+ +`tools` + + + +A list of `Tools` the model may use to generate response. + +
+ +`tool_config` + + + +Config to apply to all tools. + +
+ +`ttl` + + + +TTL for cached resource (in seconds). Defaults to 1 hour. +`ttl` and `expire_time` are exclusive arguments. + +
+ +`expire_time` + + + +Expiration time for cached resource. +`ttl` and `expire_time` are exclusive arguments. + +
+ + + + + + + + + + + +
Returns
+ +`CachedContent` resource with specified name. + +
+ + + +

delete

+ +View source + +
+delete() -> None
+
+ +Deletes `CachedContent` resource. + + +

get

+ +View source + +
+@classmethod
+get(
+    name: str
+) -> CachedContent
+
+ +Fetches required `CachedContent` resource. + + + + + + + + + + + +
Args
+ +`name` + + + +The resource name referring to the cached content. + +
+ + + + + + + + + + + +
Returns
+ +`CachedContent` resource with specified `name`. + +
+ + + +

list

+ +View source + +
+@classmethod
+list(
+    page_size: Optional[int] = 1
+) -> Iterable[CachedContent]
+
+ +Lists `CachedContent` objects associated with the project. + + + + + + + + + + + +
Args
+ +`page_size` + + + +The maximum number of permissions to return (per page). +The service may return fewer `CachedContent` objects. + +
+ + + + + + + + + + + +
Returns
+ +A paginated list of `CachedContent` objects. + +
+ + + +

update

+ +View source + +
+update(
+    *,
+    ttl: Optional[caching_types.TTLTypes] = None,
+    expire_time: Optional[caching_types.ExpireTimeTypes] = None
+) -> None
+
+ +Updates requested `CachedContent` resource. + + + + + + + + + + + + + + +
Args
+ +`ttl` + + + +TTL for cached resource (in seconds). Defaults to 1 hour. +`ttl` and `expire_time` are exclusive arguments. + +
+ +`expire_time` + + + +Expiration time for cached resource. +`ttl` and `expire_time` are exclusive arguments. + +
+ + + + + diff --git a/docs/api/google/generativeai/types/AuthorError.md b/docs/api/google/generativeai/caching/get_default_cache_client.md similarity index 54% rename from docs/api/google/generativeai/types/AuthorError.md rename to docs/api/google/generativeai/caching/get_default_cache_client.md index 0220cd6f5..beb15b6cb 100644 --- a/docs/api/google/generativeai/types/AuthorError.md +++ b/docs/api/google/generativeai/caching/get_default_cache_client.md @@ -1,17 +1,15 @@ -description: Raised by the chat (or reply) functions when the author list can't be normalized. -
- +
-# google.generativeai.types.AuthorError +# google.generativeai.caching.get_default_cache_client @@ -190,7 +242,9 @@ Options for the request.

Returns

+ A [`google.api_core.operation.Operation`](https://googleapis.dev/python/google-api-core/latest/operation.html) + diff --git a/docs/api/google/generativeai/delete_file.md b/docs/api/google/generativeai/delete_file.md index 1098c3afb..23c86db6f 100644 --- a/docs/api/google/generativeai/delete_file.md +++ b/docs/api/google/generativeai/delete_file.md @@ -11,7 +11,7 @@ description: Calls the API to permanently delete a specified file using a suppor @@ -103,8 +127,10 @@ the end.

Return

+ Dictionary containing the embedding (list of float values) for the input content. + diff --git a/docs/api/google/generativeai/generate_embeddings.md b/docs/api/google/generativeai/generate_embeddings.md deleted file mode 100644 index 9d1fd8beb..000000000 --- a/docs/api/google/generativeai/generate_embeddings.md +++ /dev/null @@ -1,90 +0,0 @@ -description: Calls the API to create an embedding for the text passed in. - -
- - -
- -# google.generativeai.generate_embeddings - - - - - - - - - -Calls the API to create an embedding for the text passed in. - - -
-google.generativeai.generate_embeddings(
-    model: model_types.BaseModelNameOptions,
-    text: (str | Sequence[str]),
-    client: glm.TextServiceClient = None,
-    request_options: (helper_types.RequestOptionsType | None) = None
-) -> (text_types.EmbeddingDict | text_types.BatchEmbeddingDict)
-
- - - - - - - - - - - - - - - - - - - - - - - - -

Args

-`model` - -Which model to call, as a string or a types.Model. -
-`text` - -Free-form input text given to the model. Given a string, the model will -generate an embedding based on the input text. -
-`client` - -If you're not relying on a default client, you pass a `glm.TextServiceClient` instead. -
-`request_options` - -Options for the request. -
- - - - - - - - - - - -

Returns

-Dictionary containing the embedding (list of float values) for the input text. -
- diff --git a/docs/api/google/generativeai/generate_text.md b/docs/api/google/generativeai/generate_text.md deleted file mode 100644 index 91225fd70..000000000 --- a/docs/api/google/generativeai/generate_text.md +++ /dev/null @@ -1,172 +0,0 @@ -description: Calls the API to generate text based on the provided prompt. - -
- - -
- -# google.generativeai.generate_text - - - - - - - - - -Calls the API to generate text based on the provided prompt. - - -
-google.generativeai.generate_text(
-    *,
-    model: model_types.AnyModelNameOptions = DEFAULT_TEXT_MODEL,
-    prompt: str,
-    temperature: (float | None) = None,
-    candidate_count: (int | None) = None,
-    max_output_tokens: (int | None) = None,
-    top_p: (float | None) = None,
-    top_k: (float | None) = None,
-    safety_settings: (palm_safety_types.SafetySettingOptions | None) = None,
-    stop_sequences: (str | Iterable[str] | None) = None,
-    client: (glm.TextServiceClient | None) = None,
-    request_options: (helper_types.RequestOptionsType | None) = None
-) -> text_types.Completion
-
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -

Args

-`model` - -Which model to call, as a string or a types.Model. -
-`prompt` - -Free-form input text given to the model. Given a prompt, the model will -generate text that completes the input text. -
-`temperature` - -Controls the randomness of the output. Must be positive. -Typical values are in the range: `[0.0,1.0]`. Higher values produce a -more random and varied response. A temperature of zero will be deterministic. -
-`candidate_count` - -The **maximum** number of generated response messages to return. -This value must be between `[1, 8]`, inclusive. If unset, this -will default to `1`. - -Note: Only unique candidates are returned. Higher temperatures are more -likely to produce unique candidates. Setting `temperature=0.0` will always -return 1 candidate regardless of the `candidate_count`. -
-`max_output_tokens` - -Maximum number of tokens to include in a candidate. Must be greater -than zero. If unset, will default to 64. -
-`top_k` - -The API uses combined [nucleus](https://arxiv.org/abs/1904.09751) and top-k sampling. -`top_k` sets the maximum number of tokens to sample from on each step. -
-`top_p` - -The API uses combined [nucleus](https://arxiv.org/abs/1904.09751) and top-k sampling. -`top_p` configures the nucleus sampling. It sets the maximum cumulative -probability of tokens to sample from. -For example, if the sorted probabilities are -`[0.5, 0.2, 0.1, 0.1, 0.05, 0.05]` a `top_p` of `0.8` will sample -as `[0.625, 0.25, 0.125, 0, 0, 0]`. -
-`safety_settings` - -A list of unique `types.SafetySetting` instances for blocking unsafe content. -These will be enforced on the `prompt` and -`candidates`. There should not be more than one -setting for each `types.SafetyCategory` type. The API will block any prompts and -responses that fail to meet the thresholds set by these settings. This list -overrides the default settings for each `SafetyCategory` specified in the -safety_settings. If there is no `types.SafetySetting` for a given -`SafetyCategory` provided in the list, the API will use the default safety -setting for that category. -
-`stop_sequences` - -A set of up to 5 character sequences that will stop output generation. -If specified, the API will stop at the first appearance of a stop -sequence. The stop sequence will not be included as part of the response. -
-`client` - -If you're not relying on a default client, you pass a `glm.TextServiceClient` instead. -
-`request_options` - -Options for the request. -
- - - - - - - - - - - -

Returns

-A types.Completion containing the model's text completion response. -
- diff --git a/docs/api/google/generativeai/get_base_model.md b/docs/api/google/generativeai/get_base_model.md index a71ef12f5..c123e21d0 100644 --- a/docs/api/google/generativeai/get_base_model.md +++ b/docs/api/google/generativeai/get_base_model.md @@ -49,24 +49,36 @@ pprint.pprint(model) + `name` + + The name of the model to fetch. Should start with `models/` + + `client` + + The client to use. + + `request_options` + + Options for the request. + @@ -79,7 +91,9 @@ Options for the request.

Returns

+ A types.Model. + diff --git a/docs/api/google/generativeai/get_file.md b/docs/api/google/generativeai/get_file.md index 5377161be..2cb9edbab 100644 --- a/docs/api/google/generativeai/get_file.md +++ b/docs/api/google/generativeai/get_file.md @@ -11,7 +11,7 @@ description: Calls the API to retrieve a specified file using a supported file s @@ -79,7 +91,9 @@ Options for the request.

Returns

+ A types.Model + diff --git a/docs/api/google/generativeai/get_tuned_model.md b/docs/api/google/generativeai/get_tuned_model.md index f420a3beb..c37dc0689 100644 --- a/docs/api/google/generativeai/get_tuned_model.md +++ b/docs/api/google/generativeai/get_tuned_model.md @@ -49,24 +49,36 @@ pprint.pprint(model) + `name` + + The name of the model to fetch. Should start with `tunedModels/` + + `client` + + The client to use. + + `request_options` + + Options for the request. + @@ -79,7 +91,9 @@ Options for the request.

Returns

+ A types.TunedModel. + diff --git a/docs/api/google/generativeai/list_files.md b/docs/api/google/generativeai/list_files.md index ccb3cb453..b745bbadb 100644 --- a/docs/api/google/generativeai/list_files.md +++ b/docs/api/google/generativeai/list_files.md @@ -11,7 +11,7 @@ description: Calls the API to list files using a supported file service. @@ -79,7 +91,9 @@ Options for the request.

Yields

+ types.Model objects. + diff --git a/docs/api/google/generativeai/list_tuned_models.md b/docs/api/google/generativeai/list_tuned_models.md index 07306d3c7..8733fd3c4 100644 --- a/docs/api/google/generativeai/list_tuned_models.md +++ b/docs/api/google/generativeai/list_tuned_models.md @@ -49,24 +49,36 @@ for model in genai.list_tuned_models(): + `page_size` + + How many `types.Models` to fetch per page (api call). + + `client` + + You may pass a `glm.ModelServiceClient` instead of using the default client. + + `request_options` + + Options for the request. + @@ -79,7 +91,9 @@ Options for the request.

Yields

+ types.TunedModel objects. + diff --git a/docs/api/google/generativeai/protos.md b/docs/api/google/generativeai/protos.md index 8ab8c8efc..68d81053c 100644 --- a/docs/api/google/generativeai/protos.md +++ b/docs/api/google/generativeai/protos.md @@ -188,6 +188,8 @@ Additional arguments are described in the docstring: [`class Document`](../../google/generativeai/protos/Document.md): A ``Document`` is a collection of ``Chunk``\ s. +[`class DynamicRetrievalConfig`](../../google/generativeai/protos/DynamicRetrievalConfig.md): Describes the options to customize dynamic retrieval. + [`class EmbedContentRequest`](../../google/generativeai/protos/EmbedContentRequest.md): Request containing the ``Content`` for the model to embed. [`class EmbedContentResponse`](../../google/generativeai/protos/EmbedContentResponse.md): The response to an ``EmbedContentRequest``. @@ -214,13 +216,13 @@ Additional arguments are described in the docstring: [`class FunctionResponse`](../../google/generativeai/protos/FunctionResponse.md): The result output from a ``FunctionCall`` that contains a string representing the FunctionDeclaration.name and a structured JSON object containing any output from the function is used as context to the model. -[`class GenerateAnswerRequest`](../../google/generativeai/protos/GenerateAnswerRequest.md): Request to generate a grounded answer from the model. +[`class GenerateAnswerRequest`](../../google/generativeai/protos/GenerateAnswerRequest.md): Request to generate a grounded answer from the ``Model``. [`class GenerateAnswerResponse`](../../google/generativeai/protos/GenerateAnswerResponse.md): Response from the model for a grounded answer. [`class GenerateContentRequest`](../../google/generativeai/protos/GenerateContentRequest.md): Request to generate a completion from the model. -[`class GenerateContentResponse`](../../google/generativeai/protos/GenerateContentResponse.md): Response from the model supporting multiple candidates. +[`class GenerateContentResponse`](../../google/generativeai/protos/GenerateContentResponse.md): Response from the model supporting multiple candidate responses. [`class GenerateMessageRequest`](../../google/generativeai/protos/GenerateMessageRequest.md): Request to generate a message response from the model. @@ -248,12 +250,20 @@ Additional arguments are described in the docstring: [`class GetTunedModelRequest`](../../google/generativeai/protos/GetTunedModelRequest.md): Request for getting information about a specific Model. +[`class GoogleSearchRetrieval`](../../google/generativeai/protos/GoogleSearchRetrieval.md): Tool to retrieve public web data for grounding, powered by Google. + [`class GroundingAttribution`](../../google/generativeai/protos/GroundingAttribution.md): Attribution for a source that contributed to an answer. +[`class GroundingChunk`](../../google/generativeai/protos/GroundingChunk.md): Grounding chunk. + +[`class GroundingMetadata`](../../google/generativeai/protos/GroundingMetadata.md): Metadata returned to client when grounding is enabled. + [`class GroundingPassage`](../../google/generativeai/protos/GroundingPassage.md): Passage included inline with a grounding configuration. [`class GroundingPassages`](../../google/generativeai/protos/GroundingPassages.md): A repeated list of passages. +[`class GroundingSupport`](../../google/generativeai/protos/GroundingSupport.md): Grounding support. + [`class HarmCategory`](../../google/generativeai/protos/HarmCategory.md): The category of a rating. [`class Hyperparameters`](../../google/generativeai/protos/Hyperparameters.md): Hyperparameters controlling the tuning process. @@ -290,6 +300,8 @@ Additional arguments are described in the docstring: [`class ListTunedModelsResponse`](../../google/generativeai/protos/ListTunedModelsResponse.md): Response from ``ListTunedModels`` containing a paginated list of Models. +[`class LogprobsResult`](../../google/generativeai/protos/LogprobsResult.md): Logprobs Result + [`class Message`](../../google/generativeai/protos/Message.md): The base unit of structured text. [`class MessagePrompt`](../../google/generativeai/protos/MessagePrompt.md): All of the structured input text passed to the model as a prompt. @@ -302,6 +314,10 @@ Additional arguments are described in the docstring: [`class Permission`](../../google/generativeai/protos/Permission.md): Permission resource grants user, group or the rest of the world access to the PaLM API resource (e.g. +[`class PredictRequest`](../../google/generativeai/protos/PredictRequest.md): Request message for [PredictionService.Predict][google.ai.generativelanguage.v1beta.PredictionService.Predict]. + +[`class PredictResponse`](../../google/generativeai/protos/PredictResponse.md): Response message for [PredictionService.Predict]. + [`class QueryCorpusRequest`](../../google/generativeai/protos/QueryCorpusRequest.md): Request for querying a ``Corpus``. [`class QueryCorpusResponse`](../../google/generativeai/protos/QueryCorpusResponse.md): Response from ``QueryCorpus`` containing a list of relevant chunks. @@ -312,6 +328,8 @@ Additional arguments are described in the docstring: [`class RelevantChunk`](../../google/generativeai/protos/RelevantChunk.md): The information for a chunk relevant to a query. +[`class RetrievalMetadata`](../../google/generativeai/protos/RetrievalMetadata.md): Metadata related to retrieval in the grounding flow. + [`class SafetyFeedback`](../../google/generativeai/protos/SafetyFeedback.md): Safety feedback for an entire request. [`class SafetyRating`](../../google/generativeai/protos/SafetyRating.md): Safety rating for a piece of content. @@ -320,6 +338,10 @@ Additional arguments are described in the docstring: [`class Schema`](../../google/generativeai/protos/Schema.md): The ``Schema`` object allows the definition of input and output data types. +[`class SearchEntryPoint`](../../google/generativeai/protos/SearchEntryPoint.md): Google search entry point. + +[`class Segment`](../../google/generativeai/protos/Segment.md): Segment of the content. + [`class SemanticRetrieverConfig`](../../google/generativeai/protos/SemanticRetrieverConfig.md): Configuration for retrieving grounding content from a ``Corpus`` or ``Document`` created using the Semantic Retriever API. [`class StringList`](../../google/generativeai/protos/StringList.md): User provided string values assigned to a single metadata key. diff --git a/docs/api/google/generativeai/protos/AttributionSourceId.md b/docs/api/google/generativeai/protos/AttributionSourceId.md index bdc426825..7ccae09bc 100644 --- a/docs/api/google/generativeai/protos/AttributionSourceId.md +++ b/docs/api/google/generativeai/protos/AttributionSourceId.md @@ -13,7 +13,7 @@ description: Identifier for the source contributing to this attribution. diff --git a/docs/api/google/generativeai/protos/AttributionSourceId/GroundingPassageId.md b/docs/api/google/generativeai/protos/AttributionSourceId/GroundingPassageId.md index 0e55174a0..8a60e29a7 100644 --- a/docs/api/google/generativeai/protos/AttributionSourceId/GroundingPassageId.md +++ b/docs/api/google/generativeai/protos/AttributionSourceId/GroundingPassageId.md @@ -11,7 +11,7 @@ description: Identifier for a part within a GroundingPassage. diff --git a/docs/api/google/generativeai/protos/AttributionSourceId/SemanticRetrieverChunk.md b/docs/api/google/generativeai/protos/AttributionSourceId/SemanticRetrieverChunk.md index dab874e2e..0fffdb692 100644 --- a/docs/api/google/generativeai/protos/AttributionSourceId/SemanticRetrieverChunk.md +++ b/docs/api/google/generativeai/protos/AttributionSourceId/SemanticRetrieverChunk.md @@ -11,7 +11,7 @@ description: Identifier for a Chunk retrieved via Semantic Retriever specified i diff --git a/docs/api/google/generativeai/protos/BatchCreateChunksRequest.md b/docs/api/google/generativeai/protos/BatchCreateChunksRequest.md index 4508763a9..1f464713d 100644 --- a/docs/api/google/generativeai/protos/BatchCreateChunksRequest.md +++ b/docs/api/google/generativeai/protos/BatchCreateChunksRequest.md @@ -34,26 +34,34 @@ Request to batch create ``Chunk``\ s. + `parent` + + `str` Optional. The name of the ``Document`` where this batch of ``Chunk``\ s will be created. The parent field in every ``CreateChunkRequest`` must match this value. Example: ``corpora/my-corpus-123/documents/the-doc-abc`` + + `requests` + + `MutableSequence[google.ai.generativelanguage.CreateChunkRequest]` Required. The request messages specifying the ``Chunk``\ s to create. A maximum of 100 ``Chunk``\ s can be created in a batch. + diff --git a/docs/api/google/generativeai/protos/BatchCreateChunksResponse.md b/docs/api/google/generativeai/protos/BatchCreateChunksResponse.md index c5c7315cf..97eb93d70 100644 --- a/docs/api/google/generativeai/protos/BatchCreateChunksResponse.md +++ b/docs/api/google/generativeai/protos/BatchCreateChunksResponse.md @@ -34,12 +34,16 @@ Response from ``BatchCreateChunks`` containing a list of created ``Chunk``\ s. + `chunks` + + `MutableSequence[google.ai.generativelanguage.Chunk]` ``Chunk``\ s created. + diff --git a/docs/api/google/generativeai/protos/BatchDeleteChunksRequest.md b/docs/api/google/generativeai/protos/BatchDeleteChunksRequest.md index da61fbb11..ab5c32908 100644 --- a/docs/api/google/generativeai/protos/BatchDeleteChunksRequest.md +++ b/docs/api/google/generativeai/protos/BatchDeleteChunksRequest.md @@ -34,25 +34,33 @@ Request to batch delete ``Chunk``\ s. + `parent` + + `str` Optional. The name of the ``Document`` containing the ``Chunk``\ s to delete. The parent field in every ``DeleteChunkRequest`` must match this value. Example: ``corpora/my-corpus-123/documents/the-doc-abc`` + + `requests` + + `MutableSequence[google.ai.generativelanguage.DeleteChunkRequest]` Required. The request messages specifying the ``Chunk``\ s to delete. + diff --git a/docs/api/google/generativeai/protos/BatchEmbedContentsRequest.md b/docs/api/google/generativeai/protos/BatchEmbedContentsRequest.md index 229a8899a..0b7f47aa5 100644 --- a/docs/api/google/generativeai/protos/BatchEmbedContentsRequest.md +++ b/docs/api/google/generativeai/protos/BatchEmbedContentsRequest.md @@ -11,7 +11,7 @@ description: Batch request to get embeddings from the model for a list of prompt diff --git a/docs/api/google/generativeai/protos/BatchEmbedContentsResponse.md b/docs/api/google/generativeai/protos/BatchEmbedContentsResponse.md index a4fc7b328..6c46437d7 100644 --- a/docs/api/google/generativeai/protos/BatchEmbedContentsResponse.md +++ b/docs/api/google/generativeai/protos/BatchEmbedContentsResponse.md @@ -11,7 +11,7 @@ description: The response to a BatchEmbedContentsRequest. diff --git a/docs/api/google/generativeai/protos/BatchEmbedTextRequest.md b/docs/api/google/generativeai/protos/BatchEmbedTextRequest.md index 729ca1683..4e8f9efd0 100644 --- a/docs/api/google/generativeai/protos/BatchEmbedTextRequest.md +++ b/docs/api/google/generativeai/protos/BatchEmbedTextRequest.md @@ -34,35 +34,47 @@ Batch request to get a text embedding from the model. + `model` + + `str` Required. The name of the ``Model`` to use for generating the embedding. Examples: models/embedding-gecko-001 + + `texts` + + `MutableSequence[str]` Optional. The free-form input texts that the model will turn into an embedding. The current limit is 100 texts, over which an error will be thrown. + + `requests` + + `MutableSequence[google.ai.generativelanguage.EmbedTextRequest]` Optional. Embed requests for the batch. Only one of ``texts`` or ``requests`` can be set. + diff --git a/docs/api/google/generativeai/protos/BatchEmbedTextResponse.md b/docs/api/google/generativeai/protos/BatchEmbedTextResponse.md index 852411097..b1b2e72b2 100644 --- a/docs/api/google/generativeai/protos/BatchEmbedTextResponse.md +++ b/docs/api/google/generativeai/protos/BatchEmbedTextResponse.md @@ -34,13 +34,17 @@ The response to a EmbedTextRequest. + `embeddings` + + `MutableSequence[google.ai.generativelanguage.Embedding]` Output only. The embeddings generated from the input text. + diff --git a/docs/api/google/generativeai/protos/BatchUpdateChunksRequest.md b/docs/api/google/generativeai/protos/BatchUpdateChunksRequest.md index 0d1445da9..2e254ec16 100644 --- a/docs/api/google/generativeai/protos/BatchUpdateChunksRequest.md +++ b/docs/api/google/generativeai/protos/BatchUpdateChunksRequest.md @@ -34,26 +34,34 @@ Request to batch update ``Chunk``\ s. + `parent` + + `str` Optional. The name of the ``Document`` containing the ``Chunk``\ s to update. The parent field in every ``UpdateChunkRequest`` must match this value. Example: ``corpora/my-corpus-123/documents/the-doc-abc`` + + `requests` + + `MutableSequence[google.ai.generativelanguage.UpdateChunkRequest]` Required. The request messages specifying the ``Chunk``\ s to update. A maximum of 100 ``Chunk``\ s can be updated in a batch. + diff --git a/docs/api/google/generativeai/protos/BatchUpdateChunksResponse.md b/docs/api/google/generativeai/protos/BatchUpdateChunksResponse.md index 258f21f7c..837760459 100644 --- a/docs/api/google/generativeai/protos/BatchUpdateChunksResponse.md +++ b/docs/api/google/generativeai/protos/BatchUpdateChunksResponse.md @@ -34,12 +34,16 @@ Response from ``BatchUpdateChunks`` containing a list of updated ``Chunk``\ s. + `chunks` + + `MutableSequence[google.ai.generativelanguage.Chunk]` ``Chunk``\ s updated. + diff --git a/docs/api/google/generativeai/protos/Blob.md b/docs/api/google/generativeai/protos/Blob.md index 7985af92f..b8a33449f 100644 --- a/docs/api/google/generativeai/protos/Blob.md +++ b/docs/api/google/generativeai/protos/Blob.md @@ -11,7 +11,7 @@ description: Raw media bytes. diff --git a/docs/api/google/generativeai/protos/CachedContent.md b/docs/api/google/generativeai/protos/CachedContent.md index dd6d513b9..ddb32dcc2 100644 --- a/docs/api/google/generativeai/protos/CachedContent.md +++ b/docs/api/google/generativeai/protos/CachedContent.md @@ -42,9 +42,12 @@ members. + `expire_time` + + `google.protobuf.timestamp_pb2.Timestamp` Timestamp in UTC of when this resource is considered @@ -52,124 +55,169 @@ expired. This is *always* provided on output, regardless of what was sent on input. This field is a member of `oneof`_ ``expiration``. + + `ttl` + + `google.protobuf.duration_pb2.Duration` Input only. New TTL for this resource, input only. This field is a member of `oneof`_ ``expiration``. + + `name` + + `str` Optional. Identifier. The resource name referring to the cached content. Format: ``cachedContents/{id}`` + + `display_name` + + `str` Optional. Immutable. The user-generated meaningful display name of the cached content. Maximum 128 Unicode characters. + + `model` + + `str` Required. Immutable. The name of the ``Model`` to use for cached content Format: ``models/{model}`` + + `system_instruction` + + `google.ai.generativelanguage.Content` Optional. Input only. Immutable. Developer set system instruction. Currently text only. + + `contents` + + `MutableSequence[google.ai.generativelanguage.Content]` Optional. Input only. Immutable. The content to cache. + + `tools` + + `MutableSequence[google.ai.generativelanguage.Tool]` Optional. Input only. Immutable. A list of ``Tools`` the model may use to generate the next response + + `tool_config` + + `google.ai.generativelanguage.ToolConfig` Optional. Input only. Immutable. Tool config. This config is shared for all tools. + + `create_time` + + `google.protobuf.timestamp_pb2.Timestamp` Output only. Creation time of the cache entry. + + `update_time` + + `google.protobuf.timestamp_pb2.Timestamp` Output only. When the cache entry was last updated in UTC time. + + `usage_metadata` + + `google.ai.generativelanguage.CachedContent.UsageMetadata` Output only. Metadata on the usage of the cached content. + diff --git a/docs/api/google/generativeai/protos/CachedContent/UsageMetadata.md b/docs/api/google/generativeai/protos/CachedContent/UsageMetadata.md index b2bab36fe..3a04d6f40 100644 --- a/docs/api/google/generativeai/protos/CachedContent/UsageMetadata.md +++ b/docs/api/google/generativeai/protos/CachedContent/UsageMetadata.md @@ -34,13 +34,17 @@ Metadata on the usage of the cached content. + `total_token_count` + + `int` Total number of tokens that the cached content consumes. + diff --git a/docs/api/google/generativeai/protos/Candidate.md b/docs/api/google/generativeai/protos/Candidate.md index ee20c608c..a950826c0 100644 --- a/docs/api/google/generativeai/protos/Candidate.md +++ b/docs/api/google/generativeai/protos/Candidate.md @@ -12,7 +12,7 @@ description: A response candidate generated from the model. + + + + + + + + + diff --git a/docs/api/google/generativeai/protos/Candidate/FinishReason.md b/docs/api/google/generativeai/protos/Candidate/FinishReason.md index d6efd591b..b9ba3328d 100644 --- a/docs/api/google/generativeai/protos/Candidate/FinishReason.md +++ b/docs/api/google/generativeai/protos/Candidate/FinishReason.md @@ -45,12 +45,18 @@ description: Defines the reason why the model stopped generating tokens. + + + + + + @@ -60,7 +66,7 @@ description: Defines the reason why the model stopped generating tokens. + + + + + + + + + + + + + + + @@ -159,31 +260,47 @@ Unknown reason. + `denominator` + + the denominator of a rational number in lowest terms + + `imag` + + the imaginary part of a complex number + + `numerator` + + the numerator of a rational number in lowest terms + + `real` + + the real part of a complex number + @@ -198,10 +315,9 @@ the real part of a complex number as_integer_ratio() -Return integer ratio. +Return a pair of integers, whose ratio is equal to the original int. -Return a pair of integers, whose ratio is exactly equal to the original int -and with a positive denominator. +The ratio is in lowest terms and has a positive denominator. ``` >>> (10).as_integer_ratio() @@ -277,6 +393,15 @@ byteorder signed Indicates whether two's complement is used to represent the integer. +

is_integer

+ +
+is_integer()
+
+ +Returns True. Exists for duck type compatibility with float.is_integer. + +

to_bytes

@@ -688,45 +813,124 @@ Return self^value.
 
 
 
+
+BLOCKLIST
+
+
+
+
+``
+
+
+
+
+
 FINISH_REASON_UNSPECIFIED
+
 
 
+
 ``
+
+
+
+
+
+LANGUAGE
+
+
+
+
+``
+
+
+
+
+
+MALFORMED_FUNCTION_CALL
+
+
+
+
+``
+
 
 
 
+
 MAX_TOKENS
+
 
 
+
 ``
+
 
 
 
+
 OTHER
+
 
 
+
 ``
+
 
 
 
+
+PROHIBITED_CONTENT
+
+
+
+
+``
+
+
+
+
+
 RECITATION
+
 
 
+
 ``
+
 
 
 
+
 SAFETY
+
 
 
+
 ``
+
+
+
+
+
+SPII
+
+
+
+
+``
+
 
 
 
+
 STOP
+
 
 
+
 ``
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/Chunk.md b/docs/api/google/generativeai/protos/Chunk.md
index d807ab292..cf9075b30 100644
--- a/docs/api/google/generativeai/protos/Chunk.md
+++ b/docs/api/google/generativeai/protos/Chunk.md
@@ -35,9 +35,12 @@ A ``Chunk`` is a subpart of a ``Document`` that is treated as an independent uni
 
 
 
+
 `name`
+
 
 
+
 `str`
 
 Immutable. Identifier. The ``Chunk`` resource name. The ID
@@ -47,56 +50,77 @@ alphanumeric or dashes (-). The ID cannot start or end with
 a dash. If the name is empty on create, a random
 12-character unique ID will be generated. Example:
 ``corpora/{corpus_id}/documents/{document_id}/chunks/123a456b789c``
+
 
 
 
+
 `data`
+
 
 
+
 `google.ai.generativelanguage.ChunkData`
 
 Required. The content for the ``Chunk``, such as the text
 string. The maximum number of tokens per chunk is 2043.
+
 
 
 
+
 `custom_metadata`
+
 
 
+
 `MutableSequence[google.ai.generativelanguage.CustomMetadata]`
 
 Optional. User provided custom metadata stored as key-value
 pairs. The maximum number of ``CustomMetadata`` per chunk is
 20.
+
 
 
 
+
 `create_time`
+
 
 
+
 `google.protobuf.timestamp_pb2.Timestamp`
 
 Output only. The Timestamp of when the ``Chunk`` was
 created.
+
 
 
 
+
 `update_time`
+
 
 
+
 `google.protobuf.timestamp_pb2.Timestamp`
 
 Output only. The Timestamp of when the ``Chunk`` was last
 updated.
+
 
 
 
+
 `state`
+
 
 
+
 `google.ai.generativelanguage.Chunk.State`
 
 Output only. Current state of the ``Chunk``.
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/Chunk/State.md b/docs/api/google/generativeai/protos/Chunk/State.md
index 137cb9efe..1ff2fd5c4 100644
--- a/docs/api/google/generativeai/protos/Chunk/State.md
+++ b/docs/api/google/generativeai/protos/Chunk/State.md
@@ -45,6 +45,7 @@ description: States for the lifecycle of a Chunk.
 
 
 
+
 
 
 
@@ -87,40 +88,56 @@ States for the lifecycle of a ``Chunk``.
 
 
 
+
 `STATE_UNSPECIFIED`
+
 
 
+
 `0`
 
 The default value. This value is used if the
 state is omitted.
+
 
 
 
+
 `STATE_PENDING_PROCESSING`
+
 
 
+
 `1`
 
 ``Chunk`` is being processed (embedding and vector storage).
+
 
 
 
+
 `STATE_ACTIVE`
+
 
 
+
 `2`
 
 ``Chunk`` is processed and available for querying.
+
 
 
 
+
 `STATE_FAILED`
+
 
 
+
 `10`
 
 ``Chunk`` failed processing.
+
 
 
 
@@ -136,31 +153,47 @@ state is omitted.
 
 
 
+
 `denominator`
+
 
 
+
 the denominator of a rational number in lowest terms
+
 
 
 
+
 `imag`
+
 
 
+
 the imaginary part of a complex number
+
 
 
 
+
 `numerator`
+
 
 
+
 the numerator of a rational number in lowest terms
+
 
 
 
+
 `real`
+
 
 
+
 the real part of a complex number
+
 
 
 
@@ -175,10 +208,9 @@ the real part of a complex number
 as_integer_ratio()
-Return integer ratio. +Return a pair of integers, whose ratio is equal to the original int. -Return a pair of integers, whose ratio is exactly equal to the original int -and with a positive denominator. +The ratio is in lowest terms and has a positive denominator. ``` >>> (10).as_integer_ratio() @@ -254,6 +286,15 @@ byteorder signed Indicates whether two's complement is used to represent the integer. +

is_integer

+ +
+is_integer()
+
+ +Returns True. Exists for duck type compatibility with float.is_integer. + +

to_bytes

@@ -665,31 +706,47 @@ Return self^value.
 
 
 
+
 STATE_ACTIVE
+
 
 
+
 ``
+
 
 
 
+
 STATE_FAILED
+
 
 
+
 ``
+
 
 
 
+
 STATE_PENDING_PROCESSING
+
 
 
+
 ``
+
 
 
 
+
 STATE_UNSPECIFIED
+
 
 
+
 ``
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/ChunkData.md b/docs/api/google/generativeai/protos/ChunkData.md
index 9527b78b5..87cbcd107 100644
--- a/docs/api/google/generativeai/protos/ChunkData.md
+++ b/docs/api/google/generativeai/protos/ChunkData.md
@@ -34,15 +34,19 @@ Extracted data that represents the ``Chunk`` content.
 
 
 
+
 `string_value`
+
 
 
+
 `str`
 
 The ``Chunk`` content as a string. The maximum number of
 tokens per chunk is 2043.
 
 This field is a member of `oneof`_ ``data``.
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/CitationMetadata.md b/docs/api/google/generativeai/protos/CitationMetadata.md
index 58e6219df..fa1e37e61 100644
--- a/docs/api/google/generativeai/protos/CitationMetadata.md
+++ b/docs/api/google/generativeai/protos/CitationMetadata.md
@@ -34,12 +34,16 @@ A collection of source attributions for a piece of content.
 
 
 
+
 `citation_sources`
+
 
 
+
 `MutableSequence[google.ai.generativelanguage.CitationSource]`
 
 Citations to sources for a specific response.
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/CitationSource.md b/docs/api/google/generativeai/protos/CitationSource.md
index 79689da5d..8c01db4b6 100644
--- a/docs/api/google/generativeai/protos/CitationSource.md
+++ b/docs/api/google/generativeai/protos/CitationSource.md
@@ -34,9 +34,12 @@ A citation to a source for a portion of a specific response.
 
 
 
+
 `start_index`
+
 
 
+
 `int`
 
 Optional. Start of segment of the response
@@ -45,34 +48,46 @@ that is attributed to this source.
 Index indicates the start of the segment,
 measured in bytes.
 
+
 
 
 
+
 `end_index`
+
 
 
+
 `int`
 
 Optional. End of the attributed segment,
 exclusive.
 
+
 
 
 
+
 `uri`
+
 
 
+
 `str`
 
 Optional. URI that is attributed as a source
 for a portion of the text.
 
+
 
 
 
+
 `license_`
+
 
 
+
 `str`
 
 Optional. License for the GitHub project that
@@ -80,6 +95,7 @@ is attributed as a source for segment.
 
 License info is required for code citations.
 
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/CodeExecution.md b/docs/api/google/generativeai/protos/CodeExecution.md
index f74a88327..375d27a86 100644
--- a/docs/api/google/generativeai/protos/CodeExecution.md
+++ b/docs/api/google/generativeai/protos/CodeExecution.md
@@ -11,7 +11,7 @@ description: Tool that executes code generated by the model, and automatically r
 
 
@@ -178,10 +211,9 @@ the real part of a complex number
 as_integer_ratio()
-Return integer ratio. +Return a pair of integers, whose ratio is equal to the original int. -Return a pair of integers, whose ratio is exactly equal to the original int -and with a positive denominator. +The ratio is in lowest terms and has a positive denominator. ``` >>> (10).as_integer_ratio() @@ -257,6 +289,15 @@ byteorder signed Indicates whether two's complement is used to represent the integer. +

is_integer

+ +
+is_integer()
+
+ +Returns True. Exists for duck type compatibility with float.is_integer. + +

to_bytes

@@ -668,31 +709,47 @@ Return self^value.
 
 
 
+
 OUTCOME_DEADLINE_EXCEEDED
+
 
 
+
 ``
+
 
 
 
+
 OUTCOME_FAILED
+
 
 
+
 ``
+
 
 
 
+
 OUTCOME_OK
+
 
 
+
 ``
+
 
 
 
+
 OUTCOME_UNSPECIFIED
+
 
 
+
 ``
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/Condition.md b/docs/api/google/generativeai/protos/Condition.md
index 194bdbc59..174a13bf3 100644
--- a/docs/api/google/generativeai/protos/Condition.md
+++ b/docs/api/google/generativeai/protos/Condition.md
@@ -40,35 +40,47 @@ members.
 
 
 
+
 `string_value`
+
 
 
+
 `str`
 
 The string value to filter the metadata on.
 
 This field is a member of `oneof`_ ``value``.
+
 
 
 
+
 `numeric_value`
+
 
 
+
 `float`
 
 The numeric value to filter the metadata on.
 
 This field is a member of `oneof`_ ``value``.
+
 
 
 
+
 `operation`
+
 
 
+
 `google.ai.generativelanguage.Condition.Operator`
 
 Required. Operator applied to the given
 key-value pair to trigger the condition.
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/Condition/Operator.md b/docs/api/google/generativeai/protos/Condition/Operator.md
index 1a7cdec31..988e2706c 100644
--- a/docs/api/google/generativeai/protos/Condition/Operator.md
+++ b/docs/api/google/generativeai/protos/Condition/Operator.md
@@ -45,6 +45,7 @@ description: Defines the valid operators that can be applied to a key-value pair
 
 
 
+
 
 
 
@@ -92,86 +93,122 @@ Defines the valid operators that can be applied to a key-value pair.
 
 
 
+
 `OPERATOR_UNSPECIFIED`
+
 
 
+
 `0`
 
 The default value. This value is unused.
+
 
 
 
+
 `LESS`
+
 
 
+
 `1`
 
 Supported by numeric.
+
 
 
 
+
 `LESS_EQUAL`
+
 
 
+
 `2`
 
 Supported by numeric.
+
 
 
 
+
 `EQUAL`
+
 
 
+
 `3`
 
 Supported by numeric & string.
+
 
 
 
+
 `GREATER_EQUAL`
+
 
 
+
 `4`
 
 Supported by numeric.
+
 
 
 
+
 `GREATER`
+
 
 
+
 `5`
 
 Supported by numeric.
+
 
 
 
+
 `NOT_EQUAL`
+
 
 
+
 `6`
 
 Supported by numeric & string.
+
 
 
 
+
 `INCLUDES`
+
 
 
+
 `7`
 
 Supported by string only when ``CustomMetadata`` value type
 for the given key has a ``string_list_value``.
+
 
 
 
+
 `EXCLUDES`
+
 
 
+
 `8`
 
 Supported by string only when ``CustomMetadata`` value type
 for the given key has a ``string_list_value``.
+
 
 
 
@@ -187,31 +224,47 @@ for the given key has a ``string_list_value``.
 
 
 
+
 `denominator`
+
 
 
+
 the denominator of a rational number in lowest terms
+
 
 
 
+
 `imag`
+
 
 
+
 the imaginary part of a complex number
+
 
 
 
+
 `numerator`
+
 
 
+
 the numerator of a rational number in lowest terms
+
 
 
 
+
 `real`
+
 
 
+
 the real part of a complex number
+
 
 
 
@@ -226,10 +279,9 @@ the real part of a complex number
 as_integer_ratio()
-Return integer ratio. +Return a pair of integers, whose ratio is equal to the original int. -Return a pair of integers, whose ratio is exactly equal to the original int -and with a positive denominator. +The ratio is in lowest terms and has a positive denominator. ``` >>> (10).as_integer_ratio() @@ -305,6 +357,15 @@ byteorder signed Indicates whether two's complement is used to represent the integer. +

is_integer

+ +
+is_integer()
+
+ +Returns True. Exists for duck type compatibility with float.is_integer. + +

to_bytes

@@ -716,66 +777,102 @@ Return self^value.
 
 
 
+
 EQUAL
+
 
 
+
 ``
+
 
 
 
+
 EXCLUDES
+
 
 
+
 ``
+
 
 
 
+
 GREATER
+
 
 
+
 ``
+
 
 
 
+
 GREATER_EQUAL
+
 
 
+
 ``
+
 
 
 
+
 INCLUDES
+
 
 
+
 ``
+
 
 
 
+
 LESS
+
 
 
+
 ``
+
 
 
 
+
 LESS_EQUAL
+
 
 
+
 ``
+
 
 
 
+
 NOT_EQUAL
+
 
 
+
 ``
+
 
 
 
+
 OPERATOR_UNSPECIFIED
+
 
 
+
 ``
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/Content.md b/docs/api/google/generativeai/protos/Content.md
index af204b5cf..9651c0f62 100644
--- a/docs/api/google/generativeai/protos/Content.md
+++ b/docs/api/google/generativeai/protos/Content.md
@@ -11,7 +11,7 @@ description: The base structured datatype containing multi-part content of a mes
 
 
diff --git a/docs/api/google/generativeai/protos/ContentEmbedding.md b/docs/api/google/generativeai/protos/ContentEmbedding.md
index ce60ea10a..54b34189e 100644
--- a/docs/api/google/generativeai/protos/ContentEmbedding.md
+++ b/docs/api/google/generativeai/protos/ContentEmbedding.md
@@ -11,7 +11,7 @@ description: A list of floats representing an embedding.
 
 
diff --git a/docs/api/google/generativeai/protos/ContentFilter.md b/docs/api/google/generativeai/protos/ContentFilter.md
index 659d438c5..aba9e23a1 100644
--- a/docs/api/google/generativeai/protos/ContentFilter.md
+++ b/docs/api/google/generativeai/protos/ContentFilter.md
@@ -12,7 +12,7 @@ description: Content filtering metadata associated with processing a single requ
 
 
diff --git a/docs/api/google/generativeai/protos/Corpus.md b/docs/api/google/generativeai/protos/Corpus.md
index 66b6ded78..c6d1820c3 100644
--- a/docs/api/google/generativeai/protos/Corpus.md
+++ b/docs/api/google/generativeai/protos/Corpus.md
@@ -35,9 +35,12 @@ create up to 5 corpora.
 
 
 
+
 `name`
+
 
 
+
 `str`
 
 Immutable. Identifier. The ``Corpus`` resource name. The ID
@@ -47,38 +50,51 @@ The ID cannot start or end with a dash. If the name is empty
 on create, a unique name will be derived from
 ``display_name`` along with a 12 character random suffix.
 Example: ``corpora/my-awesome-corpora-123a456b789c``
+
 
 
 
+
 `display_name`
+
 
 
+
 `str`
 
 Optional. The human-readable display name for the
 ``Corpus``. The display name must be no more than 512
 characters in length, including spaces. Example: "Docs on
 Semantic Retriever".
+
 
 
 
+
 `create_time`
+
 
 
+
 `google.protobuf.timestamp_pb2.Timestamp`
 
 Output only. The Timestamp of when the ``Corpus`` was
 created.
+
 
 
 
+
 `update_time`
+
 
 
+
 `google.protobuf.timestamp_pb2.Timestamp`
 
 Output only. The Timestamp of when the ``Corpus`` was last
 updated.
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/CountMessageTokensRequest.md b/docs/api/google/generativeai/protos/CountMessageTokensRequest.md
index 10be99376..b4fbfd668 100644
--- a/docs/api/google/generativeai/protos/CountMessageTokensRequest.md
+++ b/docs/api/google/generativeai/protos/CountMessageTokensRequest.md
@@ -36,9 +36,12 @@ different ``token_count``.
 
 
 
+
 `model`
+
 
 
+
 `str`
 
 Required. The model's resource name. This serves as an ID
@@ -48,16 +51,21 @@ This name should match a model name returned by the
 ``ListModels`` method.
 
 Format: ``models/{model}``
+
 
 
 
+
 `prompt`
+
 
 
+
 `google.ai.generativelanguage.MessagePrompt`
 
 Required. The prompt, whose token count is to
 be returned.
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/CountMessageTokensResponse.md b/docs/api/google/generativeai/protos/CountMessageTokensResponse.md
index 91a414735..4e49a432b 100644
--- a/docs/api/google/generativeai/protos/CountMessageTokensResponse.md
+++ b/docs/api/google/generativeai/protos/CountMessageTokensResponse.md
@@ -35,15 +35,19 @@ It returns the model's ``token_count`` for the ``prompt``.
 
 
 
+
 `token_count`
+
 
 
+
 `int`
 
 The number of tokens that the ``model`` tokenizes the
 ``prompt`` into.
 
 Always non-negative.
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/CountTextTokensRequest.md b/docs/api/google/generativeai/protos/CountTextTokensRequest.md
index dc28b4959..1618055e1 100644
--- a/docs/api/google/generativeai/protos/CountTextTokensRequest.md
+++ b/docs/api/google/generativeai/protos/CountTextTokensRequest.md
@@ -36,9 +36,12 @@ different ``token_count``.
 
 
 
+
 `model`
+
 
 
+
 `str`
 
 Required. The model's resource name. This serves as an ID
@@ -48,16 +51,21 @@ This name should match a model name returned by the
 ``ListModels`` method.
 
 Format: ``models/{model}``
+
 
 
 
+
 `prompt`
+
 
 
+
 `google.ai.generativelanguage.TextPrompt`
 
 Required. The free-form input text given to
 the model as a prompt.
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/CountTextTokensResponse.md b/docs/api/google/generativeai/protos/CountTextTokensResponse.md
index 75b139c89..4cff23adb 100644
--- a/docs/api/google/generativeai/protos/CountTextTokensResponse.md
+++ b/docs/api/google/generativeai/protos/CountTextTokensResponse.md
@@ -35,15 +35,19 @@ It returns the model's ``token_count`` for the ``prompt``.
 
 
 
+
 `token_count`
+
 
 
+
 `int`
 
 The number of tokens that the ``model`` tokenizes the
 ``prompt`` into.
 
 Always non-negative.
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/CountTokensRequest.md b/docs/api/google/generativeai/protos/CountTokensRequest.md
index 3ec7fd287..6abcb098f 100644
--- a/docs/api/google/generativeai/protos/CountTokensRequest.md
+++ b/docs/api/google/generativeai/protos/CountTokensRequest.md
@@ -11,7 +11,7 @@ description: Counts the number of tokens in the prompt sent to a model.
 
 
diff --git a/docs/api/google/generativeai/protos/CountTokensResponse.md b/docs/api/google/generativeai/protos/CountTokensResponse.md
index ca4c9899a..7720469a8 100644
--- a/docs/api/google/generativeai/protos/CountTokensResponse.md
+++ b/docs/api/google/generativeai/protos/CountTokensResponse.md
@@ -11,7 +11,7 @@ description: A response from CountTokens.
 
 
diff --git a/docs/api/google/generativeai/protos/CreateCachedContentRequest.md b/docs/api/google/generativeai/protos/CreateCachedContentRequest.md
index d34f0b8da..02ea1254e 100644
--- a/docs/api/google/generativeai/protos/CreateCachedContentRequest.md
+++ b/docs/api/google/generativeai/protos/CreateCachedContentRequest.md
@@ -34,12 +34,16 @@ Request to create CachedContent.
 
 
 
+
 `cached_content`
+
 
 
+
 `google.ai.generativelanguage.CachedContent`
 
 Required. The cached content to create.
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/CreateChunkRequest.md b/docs/api/google/generativeai/protos/CreateChunkRequest.md
index 706273d4a..bec911226 100644
--- a/docs/api/google/generativeai/protos/CreateChunkRequest.md
+++ b/docs/api/google/generativeai/protos/CreateChunkRequest.md
@@ -34,23 +34,31 @@ Request to create a ``Chunk``.
 
 
 
+
 `parent`
+
 
 
+
 `str`
 
 Required. The name of the ``Document`` where this ``Chunk``
 will be created. Example:
 ``corpora/my-corpus-123/documents/the-doc-abc``
+
 
 
 
+
 `chunk`
+
 
 
+
 `google.ai.generativelanguage.Chunk`
 
 Required. The ``Chunk`` to create.
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/CreateCorpusRequest.md b/docs/api/google/generativeai/protos/CreateCorpusRequest.md
index 68e3a89ce..954544b09 100644
--- a/docs/api/google/generativeai/protos/CreateCorpusRequest.md
+++ b/docs/api/google/generativeai/protos/CreateCorpusRequest.md
@@ -34,12 +34,16 @@ Request to create a ``Corpus``.
 
 
 
+
 `corpus`
+
 
 
+
 `google.ai.generativelanguage.Corpus`
 
 Required. The ``Corpus`` to create.
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/CreateDocumentRequest.md b/docs/api/google/generativeai/protos/CreateDocumentRequest.md
index 72a14b3aa..04d5a9b75 100644
--- a/docs/api/google/generativeai/protos/CreateDocumentRequest.md
+++ b/docs/api/google/generativeai/protos/CreateDocumentRequest.md
@@ -34,22 +34,30 @@ Request to create a ``Document``.
 
 
 
+
 `parent`
+
 
 
+
 `str`
 
 Required. The name of the ``Corpus`` where this ``Document``
 will be created. Example: ``corpora/my-corpus-123``
+
 
 
 
+
 `document`
+
 
 
+
 `google.ai.generativelanguage.Document`
 
 Required. The ``Document`` to create.
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/CreateFileRequest.md b/docs/api/google/generativeai/protos/CreateFileRequest.md
index 53f83c72c..fbf009ec7 100644
--- a/docs/api/google/generativeai/protos/CreateFileRequest.md
+++ b/docs/api/google/generativeai/protos/CreateFileRequest.md
@@ -34,12 +34,16 @@ Request for ``CreateFile``.
 
 
 
+
 `file`
+
 
 
+
 `google.ai.generativelanguage.File`
 
 Optional. Metadata for the file to create.
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/CreateFileResponse.md b/docs/api/google/generativeai/protos/CreateFileResponse.md
index fd8ad9f44..1c85a99b6 100644
--- a/docs/api/google/generativeai/protos/CreateFileResponse.md
+++ b/docs/api/google/generativeai/protos/CreateFileResponse.md
@@ -34,12 +34,16 @@ Response for ``CreateFile``.
 
 
 
+
 `file`
+
 
 
+
 `google.ai.generativelanguage.File`
 
 Metadata for the created file.
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/CreatePermissionRequest.md b/docs/api/google/generativeai/protos/CreatePermissionRequest.md
index 8e8c9b945..5593795db 100644
--- a/docs/api/google/generativeai/protos/CreatePermissionRequest.md
+++ b/docs/api/google/generativeai/protos/CreatePermissionRequest.md
@@ -34,22 +34,30 @@ Request to create a ``Permission``.
 
 
 
+
 `parent`
+
 
 
+
 `str`
 
 Required. The parent resource of the ``Permission``.
 Formats: ``tunedModels/{tuned_model}`` ``corpora/{corpus}``
+
 
 
 
+
 `permission`
+
 
 
+
 `google.ai.generativelanguage.Permission`
 
 Required. The permission to create.
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/CreateTunedModelMetadata.md b/docs/api/google/generativeai/protos/CreateTunedModelMetadata.md
index 79a3bd8e4..d096bd7ef 100644
--- a/docs/api/google/generativeai/protos/CreateTunedModelMetadata.md
+++ b/docs/api/google/generativeai/protos/CreateTunedModelMetadata.md
@@ -11,7 +11,7 @@ description: Metadata about the state and progress of creating a tuned model ret
 
 
diff --git a/docs/api/google/generativeai/protos/CreateTunedModelRequest.md b/docs/api/google/generativeai/protos/CreateTunedModelRequest.md
index 572bc2c83..e977a9490 100644
--- a/docs/api/google/generativeai/protos/CreateTunedModelRequest.md
+++ b/docs/api/google/generativeai/protos/CreateTunedModelRequest.md
@@ -11,7 +11,7 @@ description: Request to create a TunedModel.
 
 
diff --git a/docs/api/google/generativeai/protos/CustomMetadata.md b/docs/api/google/generativeai/protos/CustomMetadata.md
index 1a401a93c..761fe6730 100644
--- a/docs/api/google/generativeai/protos/CustomMetadata.md
+++ b/docs/api/google/generativeai/protos/CustomMetadata.md
@@ -39,46 +39,62 @@ members.
 
 
 
+
 `string_value`
+
 
 
+
 `str`
 
 The string value of the metadata to store.
 
 This field is a member of `oneof`_ ``value``.
+
 
 
 
+
 `string_list_value`
+
 
 
+
 `google.ai.generativelanguage.StringList`
 
 The StringList value of the metadata to
 store.
 
 This field is a member of `oneof`_ ``value``.
+
 
 
 
+
 `numeric_value`
+
 
 
+
 `float`
 
 The numeric value of the metadata to store.
 
 This field is a member of `oneof`_ ``value``.
+
 
 
 
+
 `key`
+
 
 
+
 `str`
 
 Required. The key of the metadata to store.
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/Dataset.md b/docs/api/google/generativeai/protos/Dataset.md
index d00c056c6..5f0a867b8 100644
--- a/docs/api/google/generativeai/protos/Dataset.md
+++ b/docs/api/google/generativeai/protos/Dataset.md
@@ -11,7 +11,7 @@ description: Dataset for training or validation.
 
 
diff --git a/docs/api/google/generativeai/protos/DeleteCachedContentRequest.md b/docs/api/google/generativeai/protos/DeleteCachedContentRequest.md
index 48df77591..32eb733e9 100644
--- a/docs/api/google/generativeai/protos/DeleteCachedContentRequest.md
+++ b/docs/api/google/generativeai/protos/DeleteCachedContentRequest.md
@@ -34,13 +34,17 @@ Request to delete CachedContent.
 
 
 
+
 `name`
+
 
 
+
 `str`
 
 Required. The resource name referring to the content cache
 entry Format: ``cachedContents/{id}``
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/DeleteChunkRequest.md b/docs/api/google/generativeai/protos/DeleteChunkRequest.md
index 99f24bd06..266cd30d9 100644
--- a/docs/api/google/generativeai/protos/DeleteChunkRequest.md
+++ b/docs/api/google/generativeai/protos/DeleteChunkRequest.md
@@ -34,14 +34,18 @@ Request to delete a ``Chunk``.
 
 
 
+
 `name`
+
 
 
+
 `str`
 
 Required. The resource name of the ``Chunk`` to delete.
 Example:
 ``corpora/my-corpus-123/documents/the-doc-abc/chunks/some-chunk``
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/DeleteCorpusRequest.md b/docs/api/google/generativeai/protos/DeleteCorpusRequest.md
index 0c4e42727..68be13b42 100644
--- a/docs/api/google/generativeai/protos/DeleteCorpusRequest.md
+++ b/docs/api/google/generativeai/protos/DeleteCorpusRequest.md
@@ -34,19 +34,26 @@ Request to delete a ``Corpus``.
 
 
 
+
 `name`
+
 
 
+
 `str`
 
 Required. The resource name of the ``Corpus``. Example:
 ``corpora/my-corpus-123``
+
 
 
 
+
 `force`
+
 
 
+
 `bool`
 
 Optional. If set to true, any ``Document``\ s and objects
@@ -54,6 +61,7 @@ related to this ``Corpus`` will also be deleted.
 
 If false (the default), a ``FAILED_PRECONDITION`` error will
 be returned if ``Corpus`` contains any ``Document``\ s.
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/DeleteDocumentRequest.md b/docs/api/google/generativeai/protos/DeleteDocumentRequest.md
index e4c78f097..849af3d60 100644
--- a/docs/api/google/generativeai/protos/DeleteDocumentRequest.md
+++ b/docs/api/google/generativeai/protos/DeleteDocumentRequest.md
@@ -34,19 +34,26 @@ Request to delete a ``Document``.
 
 
 
+
 `name`
+
 
 
+
 `str`
 
 Required. The resource name of the ``Document`` to delete.
 Example: ``corpora/my-corpus-123/documents/the-doc-abc``
+
 
 
 
+
 `force`
+
 
 
+
 `bool`
 
 Optional. If set to true, any ``Chunk``\ s and objects
@@ -54,6 +61,7 @@ related to this ``Document`` will also be deleted.
 
 If false (the default), a ``FAILED_PRECONDITION`` error will
 be returned if ``Document`` contains any ``Chunk``\ s.
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/DeleteFileRequest.md b/docs/api/google/generativeai/protos/DeleteFileRequest.md
index 68cefab0a..b9d4a4a87 100644
--- a/docs/api/google/generativeai/protos/DeleteFileRequest.md
+++ b/docs/api/google/generativeai/protos/DeleteFileRequest.md
@@ -34,13 +34,17 @@ Request for ``DeleteFile``.
 
 
 
+
 `name`
+
 
 
+
 `str`
 
 Required. The name of the ``File`` to delete. Example:
 ``files/abc-123``
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/DeletePermissionRequest.md b/docs/api/google/generativeai/protos/DeletePermissionRequest.md
index 616a8b075..7cd9ec3a0 100644
--- a/docs/api/google/generativeai/protos/DeletePermissionRequest.md
+++ b/docs/api/google/generativeai/protos/DeletePermissionRequest.md
@@ -34,14 +34,18 @@ Request to delete the ``Permission``.
 
 
 
+
 `name`
+
 
 
+
 `str`
 
 Required. The resource name of the permission. Formats:
 ``tunedModels/{tuned_model}/permissions/{permission}``
 ``corpora/{corpus}/permissions/{permission}``
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/DeleteTunedModelRequest.md b/docs/api/google/generativeai/protos/DeleteTunedModelRequest.md
index aa4cd8b93..b3c8eac19 100644
--- a/docs/api/google/generativeai/protos/DeleteTunedModelRequest.md
+++ b/docs/api/google/generativeai/protos/DeleteTunedModelRequest.md
@@ -11,7 +11,7 @@ description: Request to delete a TunedModel.
 
 
diff --git a/docs/api/google/generativeai/protos/Document.md b/docs/api/google/generativeai/protos/Document.md
index fe32d1e41..cac829d52 100644
--- a/docs/api/google/generativeai/protos/Document.md
+++ b/docs/api/google/generativeai/protos/Document.md
@@ -35,9 +35,12 @@ have a maximum of 10,000 ``Document``\ s.
 
 
 
+
 `name`
+
 
 
+
 `str`
 
 Immutable. Identifier. The ``Document`` resource name. The
@@ -48,49 +51,66 @@ the name is empty on create, a unique name will be derived
 from ``display_name`` along with a 12 character random
 suffix. Example:
 ``corpora/{corpus_id}/documents/my-awesome-doc-123a456b789c``
+
 
 
 
+
 `display_name`
+
 
 
+
 `str`
 
 Optional. The human-readable display name for the
 ``Document``. The display name must be no more than 512
 characters in length, including spaces. Example: "Semantic
 Retriever Documentation".
+
 
 
 
+
 `custom_metadata`
+
 
 
+
 `MutableSequence[google.ai.generativelanguage.CustomMetadata]`
 
 Optional. User provided custom metadata stored as key-value
 pairs used for querying. A ``Document`` can have a maximum
 of 20 ``CustomMetadata``.
+
 
 
 
+
 `update_time`
+
 
 
+
 `google.protobuf.timestamp_pb2.Timestamp`
 
 Output only. The Timestamp of when the ``Document`` was last
 updated.
+
 
 
 
+
 `create_time`
+
 
 
+
 `google.protobuf.timestamp_pb2.Timestamp`
 
 Output only. The Timestamp of when the ``Document`` was
 created.
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/DynamicRetrievalConfig.md b/docs/api/google/generativeai/protos/DynamicRetrievalConfig.md
new file mode 100644
index 000000000..73c155f1e
--- /dev/null
+++ b/docs/api/google/generativeai/protos/DynamicRetrievalConfig.md
@@ -0,0 +1,73 @@
+description: Describes the options to customize dynamic retrieval.
+
+

+
+
+
+

+
+# google.generativeai.protos.DynamicRetrievalConfig
+
+
+
+
+
+
+
+
+
+Describes the options to customize dynamic retrieval.
+
+
+
+
+
+
+
+ 
+
+
+
+
+
+
+
+
+
+
+
Attributes

+
+`mode`
+
+
+
+`google.ai.generativelanguage.DynamicRetrievalConfig.Mode`
+
+The mode of the predictor to be used in
+dynamic retrieval.
+
+

+
+`dynamic_threshold`
+
+
+
+`float`
+
+The threshold to be used in dynamic
+retrieval. If not set, a system default value is
+used.
+
+
+

+
+
+
+## Child Classes
+[`class Mode`](../../../google/generativeai/protos/DynamicRetrievalConfig/Mode.md)
+
diff --git a/docs/api/google/generativeai/protos/DynamicRetrievalConfig/Mode.md b/docs/api/google/generativeai/protos/DynamicRetrievalConfig/Mode.md
new file mode 100644
index 000000000..553122056
--- /dev/null
+++ b/docs/api/google/generativeai/protos/DynamicRetrievalConfig/Mode.md
@@ -0,0 +1,703 @@
+description: The mode of the predictor to be used in dynamic retrieval.
+
+

+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+

+
+# google.generativeai.protos.DynamicRetrievalConfig.Mode
+
+
+
+
+
+
+
+
+
+The mode of the predictor to be used in dynamic retrieval.
+
+
+google.generativeai.protos.DynamicRetrievalConfig.Mode(
+    *args, **kwds
+)
+

+
+
+
+
+
+
+
+ 
+
+
+
+
+
+
+
+
+
+
+
Values

+
+`MODE_UNSPECIFIED`
+
+
+
+`0`
+
+Always trigger retrieval.
+
+

+
+`MODE_DYNAMIC`
+
+
+
+`1`
+
+Run retrieval only when system decides it is
+necessary.
+
+

+
+
+
+
+
+
+ 
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
Attributes

+
+`denominator`
+
+
+
+the denominator of a rational number in lowest terms
+
+

+
+`imag`
+
+
+
+the imaginary part of a complex number
+
+

+
+`numerator`
+
+
+
+the numerator of a rational number in lowest terms
+
+

+
+`real`
+
+
+
+the real part of a complex number
+
+

+
+
+
+## Methods
+
+
as_integer_ratio

+
+
+as_integer_ratio()
+

+
+Return a pair of integers, whose ratio is equal to the original int.
+
+The ratio is in lowest terms and has a positive denominator.
+
+```
+>>> (10).as_integer_ratio()
+(10, 1)
+>>> (-10).as_integer_ratio()
+(-10, 1)
+>>> (0).as_integer_ratio()
+(0, 1)
+```
+
+
bit_count

+
+
+bit_count()
+

+
+Number of ones in the binary representation of the absolute value of self.
+
+Also known as the population count.
+
+```
+>>> bin(13)
+'0b1101'
+>>> (13).bit_count()
+3
+```
+
+
bit_length

+
+
+bit_length()
+

+
+Number of bits necessary to represent self in binary.
+
+```
+>>> bin(37)
+'0b100101'
+>>> (37).bit_length()
+6
+```
+
+
conjugate

+
+
+conjugate()
+

+
+Returns self, the complex conjugate of any int.
+
+
+
from_bytes

+
+
+from_bytes(
+    byteorder='big', *, signed=False
+)
+

+
+Return the integer represented by the given array of bytes.
+
+bytes
+  Holds the array of bytes to convert.  The argument must either
+  support the buffer protocol or be an iterable object producing bytes.
+  Bytes and bytearray are examples of built-in objects that support the
+  buffer protocol.
+byteorder
+  The byte order used to represent the integer.  If byteorder is 'big',
+  the most significant byte is at the beginning of the byte array.  If
+  byteorder is 'little', the most significant byte is at the end of the
+  byte array.  To request the native byte order of the host system, use
+  `sys.byteorder' as the byte order value.  Default is to use 'big'.
+signed
+  Indicates whether two's complement is used to represent the integer.
+
+
is_integer

+
+
+is_integer()
+

+
+Returns True. Exists for duck type compatibility with float.is_integer.
+
+
+
to_bytes

+
+
+to_bytes(
+    length=1, byteorder='big', *, signed=False
+)
+

+
+Return an array of bytes representing an integer.
+
+length
+  Length of bytes object to use.  An OverflowError is raised if the
+  integer is not representable with the given number of bytes.  Default
+  is length 1.
+byteorder
+  The byte order used to represent the integer.  If byteorder is 'big',
+  the most significant byte is at the beginning of the byte array.  If
+  byteorder is 'little', the most significant byte is at the end of the
+  byte array.  To request the native byte order of the host system, use
+  `sys.byteorder' as the byte order value.  Default is to use 'big'.
+signed
+  Determines whether two's complement is used to represent the integer.
+  If signed is False and a negative integer is given, an OverflowError
+  is raised.
+
+
__abs__

+
+
+__abs__()
+

+
+abs(self)
+
+
+
__add__

+
+
+__add__(
+    value, /
+)
+

+
+Return self+value.
+
+
+
__and__

+
+
+__and__(
+    value, /
+)
+

+
+Return self&value.
+
+
+
__bool__

+
+
+__bool__()
+

+
+True if self else False
+
+
+
__eq__

+
+
+__eq__(
+    other
+)
+

+
+Return self==value.
+
+
+
__floordiv__

+
+
+__floordiv__(
+    value, /
+)
+

+
+Return self//value.
+
+
+
__ge__

+
+
+__ge__(
+    other
+)
+

+
+Return self>=value.
+
+
+
__gt__

+
+
+__gt__(
+    other
+)
+

+
+Return self>value.
+
+
+
__invert__

+
+
+__invert__()
+

+
+~self
+
+
+
__le__

+
+
+__le__(
+    other
+)
+

+
+Return self<=value.
+
+
+
__lshift__

+
+
+__lshift__(
+    value, /
+)
+

+
+Return self<__lt__
+
+
+__lt__(
+    other
+)
+

+
+Return self__mod__
+
+
+__mod__(
+    value, /
+)
+

+
+Return self%value.
+
+
+
__mul__

+
+
+__mul__(
+    value, /
+)
+

+
+Return self*value.
+
+
+
__ne__

+
+
+__ne__(
+    other
+)
+

+
+Return self!=value.
+
+
+
__neg__

+
+
+__neg__()
+

+
+-self
+
+
+
__or__

+
+
+__or__(
+    value, /
+)
+

+
+Return self|value.
+
+
+
__pos__

+
+
+__pos__()
+

+
++self
+
+
+
__pow__

+
+
+__pow__(
+    value, mod, /
+)
+

+
+Return pow(self, value, mod).
+
+
+
__radd__

+
+
+__radd__(
+    value, /
+)
+

+
+Return value+self.
+
+
+
__rand__

+
+
+__rand__(
+    value, /
+)
+

+
+Return value&self.
+
+
+
__rfloordiv__

+
+
+__rfloordiv__(
+    value, /
+)
+

+
+Return value//self.
+
+
+
__rlshift__

+
+
+__rlshift__(
+    value, /
+)
+

+
+Return value<__rmod__
+
+
+__rmod__(
+    value, /
+)
+

+
+Return value%self.
+
+
+
__rmul__

+
+
+__rmul__(
+    value, /
+)
+

+
+Return value*self.
+
+
+
__ror__

+
+
+__ror__(
+    value, /
+)
+

+
+Return value|self.
+
+
+
__rpow__

+
+
+__rpow__(
+    value, mod, /
+)
+

+
+Return pow(value, self, mod).
+
+
+
__rrshift__

+
+
+__rrshift__(
+    value, /
+)
+

+
+Return value>>self.
+
+
+
__rshift__

+
+
+__rshift__(
+    value, /
+)
+

+
+Return self>>value.
+
+
+
__rsub__

+
+
+__rsub__(
+    value, /
+)
+

+
+Return value-self.
+
+
+
__rtruediv__

+
+
+__rtruediv__(
+    value, /
+)
+

+
+Return value/self.
+
+
+
__rxor__

+
+
+__rxor__(
+    value, /
+)
+

+
+Return value^self.
+
+
+
__sub__

+
+
+__sub__(
+    value, /
+)
+

+
+Return self-value.
+
+
+
__truediv__

+
+
+__truediv__(
+    value, /
+)
+

+
+Return self/value.
+
+
+
__xor__

+
+
+__xor__(
+    value, /
+)
+

+
+Return self^value.
+
+
+
+
+
+
+
+ 
+
+
+
+
+
+
+
+
+
+
+
Class Variables

+
+MODE_DYNAMIC
+
+
+
+``
+
+

+
+MODE_UNSPECIFIED
+
+
+
+``
+
+

+
diff --git a/docs/api/google/generativeai/protos/EmbedContentRequest.md b/docs/api/google/generativeai/protos/EmbedContentRequest.md
index be4d52cc0..66e3b6127 100644
--- a/docs/api/google/generativeai/protos/EmbedContentRequest.md
+++ b/docs/api/google/generativeai/protos/EmbedContentRequest.md
@@ -11,7 +11,7 @@ description: Request containing the Content for the model to embed.
 
 
diff --git a/docs/api/google/generativeai/protos/EmbedContentResponse.md b/docs/api/google/generativeai/protos/EmbedContentResponse.md
index 80fce6b73..84111e876 100644
--- a/docs/api/google/generativeai/protos/EmbedContentResponse.md
+++ b/docs/api/google/generativeai/protos/EmbedContentResponse.md
@@ -11,7 +11,7 @@ description: The response to an EmbedContentRequest.
 
 
diff --git a/docs/api/google/generativeai/protos/EmbedTextRequest.md b/docs/api/google/generativeai/protos/EmbedTextRequest.md
index e4078db68..9c199ef04 100644
--- a/docs/api/google/generativeai/protos/EmbedTextRequest.md
+++ b/docs/api/google/generativeai/protos/EmbedTextRequest.md
@@ -34,23 +34,31 @@ Request to get a text embedding from the model.
 
 
 
+
 `model`
+
 
 
+
 `str`
 
 Required. The model name to use with the
 format model=models/{model}.
+
 
 
 
+
 `text`
+
 
 
+
 `str`
 
 Optional. The free-form input text that the
 model will turn into an embedding.
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/EmbedTextResponse.md b/docs/api/google/generativeai/protos/EmbedTextResponse.md
index adaf5be7d..7226463bd 100644
--- a/docs/api/google/generativeai/protos/EmbedTextResponse.md
+++ b/docs/api/google/generativeai/protos/EmbedTextResponse.md
@@ -34,14 +34,18 @@ The response to a EmbedTextRequest.
 
 
 
+
 `embedding`
+
 
 
+
 `google.ai.generativelanguage.Embedding`
 
 Output only. The embedding generated from the
 input text.
 
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/Embedding.md b/docs/api/google/generativeai/protos/Embedding.md
index 7a8f70006..b268ecdc8 100644
--- a/docs/api/google/generativeai/protos/Embedding.md
+++ b/docs/api/google/generativeai/protos/Embedding.md
@@ -34,12 +34,16 @@ A list of floats representing the embedding.
 
 
 
+
 `value`
+
 
 
+
 `MutableSequence[float]`
 
 The embedding values.
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/Example.md b/docs/api/google/generativeai/protos/Example.md
index 59aecebe1..68313ed93 100644
--- a/docs/api/google/generativeai/protos/Example.md
+++ b/docs/api/google/generativeai/protos/Example.md
@@ -36,22 +36,30 @@ response.
 
 
 
+
 `input`
+
 
 
+
 `google.ai.generativelanguage.Message`
 
 Required. An example of an input ``Message`` from the user.
+
 
 
 
+
 `output`
+
 
 
+
 `google.ai.generativelanguage.Message`
 
 Required. An example of what the model should
 output given the input.
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/ExecutableCode.md b/docs/api/google/generativeai/protos/ExecutableCode.md
index cb75a47b8..78e8675fd 100644
--- a/docs/api/google/generativeai/protos/ExecutableCode.md
+++ b/docs/api/google/generativeai/protos/ExecutableCode.md
@@ -12,7 +12,7 @@ description: Code generated by the model that is meant to be executed, and the r
 
 
diff --git a/docs/api/google/generativeai/protos/ExecutableCode/Language.md b/docs/api/google/generativeai/protos/ExecutableCode/Language.md
index 23184a73a..4f3a86cd2 100644
--- a/docs/api/google/generativeai/protos/ExecutableCode/Language.md
+++ b/docs/api/google/generativeai/protos/ExecutableCode/Language.md
@@ -45,6 +45,7 @@ description: Supported programming languages for the generated code.
 
 
 
+
 
 
 
@@ -56,7 +57,7 @@ description: Supported programming languages for the generated code.
 
 
@@ -117,31 +126,47 @@ available.
 
 
 
+
 `denominator`
+
 
 
+
 the denominator of a rational number in lowest terms
+
 
 
 
+
 `imag`
+
 
 
+
 the imaginary part of a complex number
+
 
 
 
+
 `numerator`
+
 
 
+
 the numerator of a rational number in lowest terms
+
 
 
 
+
 `real`
+
 
 
+
 the real part of a complex number
+
 
 
 
@@ -156,10 +181,9 @@ the real part of a complex number
 as_integer_ratio()
-Return integer ratio. +Return a pair of integers, whose ratio is equal to the original int. -Return a pair of integers, whose ratio is exactly equal to the original int -and with a positive denominator. +The ratio is in lowest terms and has a positive denominator. ``` >>> (10).as_integer_ratio() @@ -235,6 +259,15 @@ byteorder signed Indicates whether two's complement is used to represent the integer. +

is_integer

+ +
+is_integer()
+
+ +Returns True. Exists for duck type compatibility with float.is_integer. + +

to_bytes

@@ -646,17 +679,25 @@ Return self^value.
 
 
 
+
 LANGUAGE_UNSPECIFIED
+
 
 
+
 ``
+
 
 
 
+
 PYTHON
+
 
 
+
 ``
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/File.md b/docs/api/google/generativeai/protos/File.md
index 71a2df334..63e77bce2 100644
--- a/docs/api/google/generativeai/protos/File.md
+++ b/docs/api/google/generativeai/protos/File.md
@@ -35,20 +35,27 @@ A file uploaded to the API.
 
 
 
+
 `video_metadata`
+
 
 
+
 `google.ai.generativelanguage.VideoMetadata`
 
 Output only. Metadata for a video.
 
 This field is a member of `oneof`_ ``metadata``.
+
 
 
 
+
 `name`
+
 
 
+
 `str`
 
 Immutable. Identifier. The ``File`` resource name. The ID
@@ -57,102 +64,143 @@ characters that are lowercase alphanumeric or dashes (-).
 The ID cannot start or end with a dash. If the name is empty
 on create, a unique name will be generated. Example:
 ``files/123-456``
+
 
 
 
+
 `display_name`
+
 
 
+
 `str`
 
 Optional. The human-readable display name for the ``File``.
 The display name must be no more than 512 characters in
 length, including spaces. Example: "Welcome Image".
+
 
 
 
+
 `mime_type`
+
 
 
+
 `str`
 
 Output only. MIME type of the file.
+
 
 
 
+
 `size_bytes`
+
 
 
+
 `int`
 
 Output only. Size of the file in bytes.
+
 
 
 
+
 `create_time`
+
 
 
+
 `google.protobuf.timestamp_pb2.Timestamp`
 
 Output only. The timestamp of when the ``File`` was created.
+
 
 
 
+
 `update_time`
+
 
 
+
 `google.protobuf.timestamp_pb2.Timestamp`
 
 Output only. The timestamp of when the ``File`` was last
 updated.
+
 
 
 
+
 `expiration_time`
+
 
 
+
 `google.protobuf.timestamp_pb2.Timestamp`
 
 Output only. The timestamp of when the ``File`` will be
 deleted. Only set if the ``File`` is scheduled to expire.
+
 
 
 
+
 `sha256_hash`
+
 
 
+
 `bytes`
 
 Output only. SHA-256 hash of the uploaded
 bytes.
+
 
 
 
+
 `uri`
+
 
 
+
 `str`
 
 Output only. The uri of the ``File``.
+
 
 
 
+
 `state`
+
 
 
+
 `google.ai.generativelanguage.File.State`
 
 Output only. Processing state of the File.
+
 
 
 
+
 `error`
+
 
 
+
 `google.rpc.status_pb2.Status`
 
 Output only. Error status if File processing
 failed.
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/File/State.md b/docs/api/google/generativeai/protos/File/State.md
index d515f5512..14aa70051 100644
--- a/docs/api/google/generativeai/protos/File/State.md
+++ b/docs/api/google/generativeai/protos/File/State.md
@@ -45,6 +45,7 @@ description: States for the lifecycle of a File.
 
 
 
+
 
 
 
@@ -87,42 +88,58 @@ States for the lifecycle of a File.
 
 
 
+
 `STATE_UNSPECIFIED`
+
 
 
+
 `0`
 
 The default value. This value is used if the
 state is omitted.
+
 
 
 
+
 `PROCESSING`
+
 
 
+
 `1`
 
 File is being processed and cannot be used
 for inference yet.
+
 
 
 
+
 `ACTIVE`
+
 
 
+
 `2`
 
 File is processed and available for
 inference.
+
 
 
 
+
 `FAILED`
+
 
 
+
 `10`
 
 File failed processing.
+
 
 
 
@@ -138,31 +155,47 @@ File failed processing.
 
 
 
+
 `denominator`
+
 
 
+
 the denominator of a rational number in lowest terms
+
 
 
 
+
 `imag`
+
 
 
+
 the imaginary part of a complex number
+
 
 
 
+
 `numerator`
+
 
 
+
 the numerator of a rational number in lowest terms
+
 
 
 
+
 `real`
+
 
 
+
 the real part of a complex number
+
 
 
 
@@ -177,10 +210,9 @@ the real part of a complex number
 as_integer_ratio()
-Return integer ratio. +Return a pair of integers, whose ratio is equal to the original int. -Return a pair of integers, whose ratio is exactly equal to the original int -and with a positive denominator. +The ratio is in lowest terms and has a positive denominator. ``` >>> (10).as_integer_ratio() @@ -256,6 +288,15 @@ byteorder signed Indicates whether two's complement is used to represent the integer. +

is_integer

+ +
+is_integer()
+
+ +Returns True. Exists for duck type compatibility with float.is_integer. + +

to_bytes

@@ -667,31 +708,47 @@ Return self^value.
 
 
 
+
 ACTIVE
+
 
 
+
 ``
+
 
 
 
+
 FAILED
+
 
 
+
 ``
+
 
 
 
+
 PROCESSING
+
 
 
+
 ``
+
 
 
 
+
 STATE_UNSPECIFIED
+
 
 
+
 ``
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/FileData.md b/docs/api/google/generativeai/protos/FileData.md
index d5c4678b5..e67d74b4c 100644
--- a/docs/api/google/generativeai/protos/FileData.md
+++ b/docs/api/google/generativeai/protos/FileData.md
@@ -11,7 +11,7 @@ description: URI based data.
 
 
diff --git a/docs/api/google/generativeai/protos/FunctionCall.md b/docs/api/google/generativeai/protos/FunctionCall.md
index 68132319b..fdf12388a 100644
--- a/docs/api/google/generativeai/protos/FunctionCall.md
+++ b/docs/api/google/generativeai/protos/FunctionCall.md
@@ -11,7 +11,7 @@ description: A predicted FunctionCall returned from the model that contains a st
 
 
diff --git a/docs/api/google/generativeai/protos/FunctionCallingConfig.md b/docs/api/google/generativeai/protos/FunctionCallingConfig.md
index f4262e213..9667f8df8 100644
--- a/docs/api/google/generativeai/protos/FunctionCallingConfig.md
+++ b/docs/api/google/generativeai/protos/FunctionCallingConfig.md
@@ -12,7 +12,7 @@ description: Configuration for specifying function calling behavior.
 
 
diff --git a/docs/api/google/generativeai/protos/FunctionCallingConfig/Mode.md b/docs/api/google/generativeai/protos/FunctionCallingConfig/Mode.md
index 1a3483e8e..b8e57c2b7 100644
--- a/docs/api/google/generativeai/protos/FunctionCallingConfig/Mode.md
+++ b/docs/api/google/generativeai/protos/FunctionCallingConfig/Mode.md
@@ -45,6 +45,7 @@ description: Defines the execution behavior for function calling by defining the
 
 
 
+
 
 
 
@@ -58,7 +59,7 @@ description: Defines the execution behavior for function calling by defining the
 
 
@@ -144,31 +161,47 @@ function declarations.
 
 
 
+
 `denominator`
+
 
 
+
 the denominator of a rational number in lowest terms
+
 
 
 
+
 `imag`
+
 
 
+
 the imaginary part of a complex number
+
 
 
 
+
 `numerator`
+
 
 
+
 the numerator of a rational number in lowest terms
+
 
 
 
+
 `real`
+
 
 
+
 the real part of a complex number
+
 
 
 
@@ -183,10 +216,9 @@ the real part of a complex number
 as_integer_ratio()
-Return integer ratio. +Return a pair of integers, whose ratio is equal to the original int. -Return a pair of integers, whose ratio is exactly equal to the original int -and with a positive denominator. +The ratio is in lowest terms and has a positive denominator. ``` >>> (10).as_integer_ratio() @@ -262,6 +294,15 @@ byteorder signed Indicates whether two's complement is used to represent the integer. +

is_integer

+ +
+is_integer()
+
+ +Returns True. Exists for duck type compatibility with float.is_integer. + +

to_bytes

@@ -673,31 +714,47 @@ Return self^value.
 
 
 
+
 ANY
+
 
 
+
 ``
+
 
 
 
+
 AUTO
+
 
 
+
 ``
+
 
 
 
+
 MODE_UNSPECIFIED
+
 
 
+
 ``
+
 
 
 
+
 NONE
+
 
 
+
 ``
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/FunctionDeclaration.md b/docs/api/google/generativeai/protos/FunctionDeclaration.md
index 62bc81229..328dbec86 100644
--- a/docs/api/google/generativeai/protos/FunctionDeclaration.md
+++ b/docs/api/google/generativeai/protos/FunctionDeclaration.md
@@ -11,7 +11,7 @@ description: Structured representation of a function declaration as defined by t
 
 
diff --git a/docs/api/google/generativeai/protos/FunctionResponse.md b/docs/api/google/generativeai/protos/FunctionResponse.md
index 024421e79..2761c3d81 100644
--- a/docs/api/google/generativeai/protos/FunctionResponse.md
+++ b/docs/api/google/generativeai/protos/FunctionResponse.md
@@ -11,7 +11,7 @@ description: The result output from a FunctionCall that contains a string repres
 
 
diff --git a/docs/api/google/generativeai/protos/GenerateAnswerRequest.md b/docs/api/google/generativeai/protos/GenerateAnswerRequest.md
index b06a2302b..4d88c7552 100644
--- a/docs/api/google/generativeai/protos/GenerateAnswerRequest.md
+++ b/docs/api/google/generativeai/protos/GenerateAnswerRequest.md
@@ -1,4 +1,4 @@
-description: Request to generate a grounded answer from the model.
+description: Request to generate a grounded answer from the Model.
 
 

 
@@ -12,7 +12,7 @@ description: Request to generate a grounded answer from the model.
 
 
diff --git a/docs/api/google/generativeai/protos/GenerateAnswerRequest/AnswerStyle.md b/docs/api/google/generativeai/protos/GenerateAnswerRequest/AnswerStyle.md
index 242d337dd..799fcb36f 100644
--- a/docs/api/google/generativeai/protos/GenerateAnswerRequest/AnswerStyle.md
+++ b/docs/api/google/generativeai/protos/GenerateAnswerRequest/AnswerStyle.md
@@ -45,6 +45,7 @@ description: Style for grounded answers.
 
 
 
+
 
 
 
@@ -58,7 +59,7 @@ description: Style for grounded answers.
 
 
@@ -138,31 +155,47 @@ points, etc.
 
 
 
+
 `denominator`
+
 
 
+
 the denominator of a rational number in lowest terms
+
 
 
 
+
 `imag`
+
 
 
+
 the imaginary part of a complex number
+
 
 
 
+
 `numerator`
+
 
 
+
 the numerator of a rational number in lowest terms
+
 
 
 
+
 `real`
+
 
 
+
 the real part of a complex number
+
 
 
 
@@ -177,10 +210,9 @@ the real part of a complex number
 as_integer_ratio()
-Return integer ratio. +Return a pair of integers, whose ratio is equal to the original int. -Return a pair of integers, whose ratio is exactly equal to the original int -and with a positive denominator. +The ratio is in lowest terms and has a positive denominator. ``` >>> (10).as_integer_ratio() @@ -256,6 +288,15 @@ byteorder signed Indicates whether two's complement is used to represent the integer. +

is_integer

+ +
+is_integer()
+
+ +Returns True. Exists for duck type compatibility with float.is_integer. + +

to_bytes

@@ -667,31 +708,47 @@ Return self^value.
 
 
 
+
 ABSTRACTIVE
+
 
 
+
 ``
+
 
 
 
+
 ANSWER_STYLE_UNSPECIFIED
+
 
 
+
 ``
+
 
 
 
+
 EXTRACTIVE
+
 
 
+
 ``
+
 
 
 
+
 VERBOSE
+
 
 
+
 ``
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/GenerateAnswerResponse.md b/docs/api/google/generativeai/protos/GenerateAnswerResponse.md
index e4f1ace8c..144a49b90 100644
--- a/docs/api/google/generativeai/protos/GenerateAnswerResponse.md
+++ b/docs/api/google/generativeai/protos/GenerateAnswerResponse.md
@@ -12,7 +12,7 @@ description: Response from the model for a grounded answer.
 
 
diff --git a/docs/api/google/generativeai/protos/GenerateAnswerResponse/InputFeedback.md b/docs/api/google/generativeai/protos/GenerateAnswerResponse/InputFeedback.md
index a987bd401..c344a6b13 100644
--- a/docs/api/google/generativeai/protos/GenerateAnswerResponse/InputFeedback.md
+++ b/docs/api/google/generativeai/protos/GenerateAnswerResponse/InputFeedback.md
@@ -1,4 +1,4 @@
-description: Feedback related to the input data used to answer the question, as opposed to model-generated response to the question.
+description: Feedback related to the input data used to answer the question, as opposed to the model-generated response to the question.
 
 

 
@@ -12,7 +12,7 @@ description: Feedback related to the input data used to answer the question, as
 
 
diff --git a/docs/api/google/generativeai/protos/GenerateAnswerResponse/InputFeedback/BlockReason.md b/docs/api/google/generativeai/protos/GenerateAnswerResponse/InputFeedback/BlockReason.md
index f0141fdf4..f191c4392 100644
--- a/docs/api/google/generativeai/protos/GenerateAnswerResponse/InputFeedback/BlockReason.md
+++ b/docs/api/google/generativeai/protos/GenerateAnswerResponse/InputFeedback/BlockReason.md
@@ -45,6 +45,7 @@ description: Specifies what was the reason why input was blocked.
 
 
 
+
 
 
 
@@ -57,7 +58,7 @@ description: Specifies what was the reason why input was blocked.
 
 
@@ -127,31 +140,47 @@ Input was blocked due to other reasons.
 
 
 
+
 `denominator`
+
 
 
+
 the denominator of a rational number in lowest terms
+
 
 
 
+
 `imag`
+
 
 
+
 the imaginary part of a complex number
+
 
 
 
+
 `numerator`
+
 
 
+
 the numerator of a rational number in lowest terms
+
 
 
 
+
 `real`
+
 
 
+
 the real part of a complex number
+
 
 
 
@@ -166,10 +195,9 @@ the real part of a complex number
 as_integer_ratio()
-Return integer ratio. +Return a pair of integers, whose ratio is equal to the original int. -Return a pair of integers, whose ratio is exactly equal to the original int -and with a positive denominator. +The ratio is in lowest terms and has a positive denominator. ``` >>> (10).as_integer_ratio() @@ -245,6 +273,15 @@ byteorder signed Indicates whether two's complement is used to represent the integer. +

is_integer

+ +
+is_integer()
+
+ +Returns True. Exists for duck type compatibility with float.is_integer. + +

to_bytes

@@ -656,24 +693,36 @@ Return self^value.
 
 
 
+
 BLOCK_REASON_UNSPECIFIED
+
 
 
+
 ``
+
 
 
 
+
 OTHER
+
 
 
+
 ``
+
 
 
 
+
 SAFETY
+
 
 
+
 ``
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/GenerateContentRequest.md b/docs/api/google/generativeai/protos/GenerateContentRequest.md
index 75ec43867..90d9abae1 100644
--- a/docs/api/google/generativeai/protos/GenerateContentRequest.md
+++ b/docs/api/google/generativeai/protos/GenerateContentRequest.md
@@ -11,7 +11,7 @@ description: Request to generate a completion from the model.
 
 
diff --git a/docs/api/google/generativeai/protos/GenerateContentResponse.md b/docs/api/google/generativeai/protos/GenerateContentResponse.md
index b7b2172a6..7deffb3f5 100644
--- a/docs/api/google/generativeai/protos/GenerateContentResponse.md
+++ b/docs/api/google/generativeai/protos/GenerateContentResponse.md
@@ -1,4 +1,4 @@
-description: Response from the model supporting multiple candidates.
+description: Response from the model supporting multiple candidate responses.
 
 

 
@@ -13,7 +13,7 @@ description: Response from the model supporting multiple candidates.
 
 
diff --git a/docs/api/google/generativeai/protos/GenerateContentResponse/PromptFeedback.md b/docs/api/google/generativeai/protos/GenerateContentResponse/PromptFeedback.md
index f953cebc6..4010317b3 100644
--- a/docs/api/google/generativeai/protos/GenerateContentResponse/PromptFeedback.md
+++ b/docs/api/google/generativeai/protos/GenerateContentResponse/PromptFeedback.md
@@ -12,7 +12,7 @@ description: A set of the feedback metadata the prompt specified in GenerateCont
 
 
diff --git a/docs/api/google/generativeai/protos/GenerateContentResponse/PromptFeedback/BlockReason.md b/docs/api/google/generativeai/protos/GenerateContentResponse/PromptFeedback/BlockReason.md
index bd62879f0..5ba80595c 100644
--- a/docs/api/google/generativeai/protos/GenerateContentResponse/PromptFeedback/BlockReason.md
+++ b/docs/api/google/generativeai/protos/GenerateContentResponse/PromptFeedback/BlockReason.md
@@ -1,4 +1,4 @@
-description: Specifies what was the reason why prompt was blocked.
+description: Specifies the reason why the prompt was blocked.
 
 

 
@@ -45,9 +45,12 @@ description: Specifies what was the reason why prompt was blocked.
 
 
 
+
 
+
 
 
+
 
 

 
@@ -57,7 +60,7 @@ description: Specifies what was the reason why prompt was blocked.
 
 
+
+
+
+
+
+
@@ -127,31 +169,47 @@ Prompt was blocked due to unknown reasons.
 
 
 
+
 `denominator`
+
 
 
+
 the denominator of a rational number in lowest terms
+
 
 
 
+
 `imag`
+
 
 
+
 the imaginary part of a complex number
+
 
 
 
+
 `numerator`
+
 
 
+
 the numerator of a rational number in lowest terms
+
 
 
 
+
 `real`
+
 
 
+
 the real part of a complex number
+
 
 
 
@@ -166,10 +224,9 @@ the real part of a complex number
 as_integer_ratio()
-Return integer ratio. +Return a pair of integers, whose ratio is equal to the original int. -Return a pair of integers, whose ratio is exactly equal to the original int -and with a positive denominator. +The ratio is in lowest terms and has a positive denominator. ``` >>> (10).as_integer_ratio() @@ -245,6 +302,15 @@ byteorder signed Indicates whether two's complement is used to represent the integer. +

is_integer

+ +
+is_integer()
+
+ +Returns True. Exists for duck type compatibility with float.is_integer. + +

to_bytes

@@ -656,24 +722,58 @@ Return self^value.
 
 
 
+
+BLOCKLIST
+
+
+
+
+``
+
+
+
+
+
 BLOCK_REASON_UNSPECIFIED
+
 
 
+
 ``
+
 
 
 
+
 OTHER
+
 
 
+
 ``
+
 
 
 
+
+PROHIBITED_CONTENT
+
+
+
+
+``
+
+
+
+
+
 SAFETY
+
 
 
+
 ``
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/GenerateContentResponse/UsageMetadata.md b/docs/api/google/generativeai/protos/GenerateContentResponse/UsageMetadata.md
index 8a5c0e431..2ce2a363c 100644
--- a/docs/api/google/generativeai/protos/GenerateContentResponse/UsageMetadata.md
+++ b/docs/api/google/generativeai/protos/GenerateContentResponse/UsageMetadata.md
@@ -11,7 +11,7 @@ description: Metadata on the generation request's token usage.
 
 
diff --git a/docs/api/google/generativeai/protos/GenerateMessageRequest.md b/docs/api/google/generativeai/protos/GenerateMessageRequest.md
index 9884bf972..789d09bd3 100644
--- a/docs/api/google/generativeai/protos/GenerateMessageRequest.md
+++ b/docs/api/google/generativeai/protos/GenerateMessageRequest.md
@@ -34,20 +34,27 @@ Request to generate a message response from the model.
 
 
 
+
 `model`
+
 
 
+
 `str`
 
 Required. The name of the model to use.
 
 Format: ``name=models/{model}``.
+
 
 
 
+
 `prompt`
+
 
 
+
 `google.ai.generativelanguage.MessagePrompt`
 
 Required. The structured textual input given
@@ -55,12 +62,16 @@ to the model as a prompt.
 Given a
 prompt, the model will return what it predicts
 is the next message in the discussion.
+
 
 
 
+
 `temperature`
+
 
 
+
 `float`
 
 Optional. Controls the randomness of the output.
@@ -70,12 +81,16 @@ closer to ``1.0`` will produce responses that are more
 varied, while a value closer to ``0.0`` will typically
 result in less surprising responses from the model.
 
+
 
 
 
+
 `candidate_count`
+
 
 
+
 `int`
 
 Optional. The number of generated response messages to
@@ -84,12 +99,16 @@ return.
 This value must be between ``[1, 8]``, inclusive. If unset,
 this will default to ``1``.
 
+
 
 
 
+
 `top_p`
+
 
 
+
 `float`
 
 Optional. The maximum cumulative probability of tokens to
@@ -100,12 +119,16 @@ The model uses combined Top-k and nucleus sampling.
 Nucleus sampling considers the smallest set of tokens whose
 probability sum is at least ``top_p``.
 
+
 
 
 
+
 `top_k`
+
 
 
+
 `int`
 
 Optional. The maximum number of tokens to consider when
@@ -116,6 +139,7 @@ The model uses combined Top-k and nucleus sampling.
 Top-k sampling considers the set of ``top_k`` most probable
 tokens.
 
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/GenerateMessageResponse.md b/docs/api/google/generativeai/protos/GenerateMessageResponse.md
index 91a07ac42..d360f243a 100644
--- a/docs/api/google/generativeai/protos/GenerateMessageResponse.md
+++ b/docs/api/google/generativeai/protos/GenerateMessageResponse.md
@@ -37,27 +37,38 @@ messages.
 
 
 
+
 `candidates`
+
 
 
+
 `MutableSequence[google.ai.generativelanguage.Message]`
 
 Candidate response messages from the model.
+
 
 
 
+
 `messages`
+
 
 
+
 `MutableSequence[google.ai.generativelanguage.Message]`
 
 The conversation history used by the model.
+
 
 
 
+
 `filters`
+
 
 
+
 `MutableSequence[google.ai.generativelanguage.ContentFilter]`
 
 A set of content filtering metadata for the prompt and
@@ -67,6 +78,7 @@ This indicates which ``SafetyCategory``\ (s) blocked a
 candidate from this response, the lowest ``HarmProbability``
 that triggered a block, and the HarmThreshold setting for
 that category.
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/GenerateTextRequest.md b/docs/api/google/generativeai/protos/GenerateTextRequest.md
index 05d08c518..14427b6cf 100644
--- a/docs/api/google/generativeai/protos/GenerateTextRequest.md
+++ b/docs/api/google/generativeai/protos/GenerateTextRequest.md
@@ -35,20 +35,27 @@ Request to generate a text completion response from the model.
 
 
 
+
 `model`
+
 
 
+
 `str`
 
 Required. The name of the ``Model`` or ``TunedModel`` to use
 for generating the completion. Examples:
 models/text-bison-001 tunedModels/sentence-translator-u3b7m
+
 
 
 
+
 `prompt`
+
 
 
+
 `google.ai.generativelanguage.TextPrompt`
 
 Required. The free-form input text given to
@@ -56,12 +63,16 @@ the model as a prompt.
 Given a prompt, the model will generate a
 TextCompletion response it predicts as the
 completion of the input text.
+
 
 
 
+
 `temperature`
+
 
 
+
 `float`
 
 Optional. Controls the randomness of the output. Note: The
@@ -74,12 +85,16 @@ to 1.0 will produce responses that are more varied and
 creative, while a value closer to 0.0 will typically result
 in more straightforward responses from the model.
 
+
 
 
 
+
 `candidate_count`
+
 
 
+
 `int`
 
 Optional. Number of generated responses to return.
@@ -87,12 +102,16 @@ Optional. Number of generated responses to return.
 This value must be between [1, 8], inclusive. If unset, this
 will default to 1.
 
+
 
 
 
+
 `max_output_tokens`
+
 
 
+
 `int`
 
 Optional. The maximum number of tokens to include in a
@@ -101,12 +120,16 @@ candidate.
 If unset, this will default to output_token_limit specified
 in the ``Model`` specification.
 
+
 
 
 
+
 `top_p`
+
 
 
+
 `float`
 
 Optional. The maximum cumulative probability of tokens to
@@ -124,12 +147,16 @@ Note: The default value varies by model, see the
 Model.top_p attribute of the ``Model`` returned the
 ``getModel`` function.
 
+
 
 
 
+
 `top_k`
+
 
 
+
 `int`
 
 Optional. The maximum number of tokens to consider when
@@ -144,12 +171,16 @@ Note: The default value varies by model, see the
 Model.top_k attribute of the ``Model`` returned the
 ``getModel`` function.
 
+
 
 
 
+
 `safety_settings`
+
 
 
+
 `MutableSequence[google.ai.generativelanguage.SafetySetting]`
 
 Optional. A list of unique ``SafetySetting`` instances for
@@ -168,12 +199,16 @@ categories HARM_CATEGORY_DEROGATORY, HARM_CATEGORY_TOXICITY,
 HARM_CATEGORY_VIOLENCE, HARM_CATEGORY_SEXUAL,
 HARM_CATEGORY_MEDICAL, HARM_CATEGORY_DANGEROUS are supported
 in text service.
+
 
 
 
+
 `stop_sequences`
+
 
 
+
 `MutableSequence[str]`
 
 The set of character sequences (up to 5) that
@@ -181,6 +216,7 @@ will stop output generation. If specified, the
 API will stop at the first appearance of a stop
 sequence. The stop sequence will not be included
 as part of the response.
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/GenerateTextResponse.md b/docs/api/google/generativeai/protos/GenerateTextResponse.md
index 16ba38748..5891fcd74 100644
--- a/docs/api/google/generativeai/protos/GenerateTextResponse.md
+++ b/docs/api/google/generativeai/protos/GenerateTextResponse.md
@@ -34,18 +34,25 @@ The response from the model, including candidate completions.
 
 
 
+
 `candidates`
+
 
 
+
 `MutableSequence[google.ai.generativelanguage.TextCompletion]`
 
 Candidate responses from the model.
+
 
 
 
+
 `filters`
+
 
 
+
 `MutableSequence[google.ai.generativelanguage.ContentFilter]`
 
 A set of content filtering metadata for the prompt and
@@ -60,16 +67,21 @@ least 1 response.
 
 The blocking is configured by the ``SafetySettings`` in the
 request (or the default ``SafetySettings`` of the API).
+
 
 
 
+
 `safety_feedback`
+
 
 
+
 `MutableSequence[google.ai.generativelanguage.SafetyFeedback]`
 
 Returns any safety feedback related to
 content filtering.
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/GenerationConfig.md b/docs/api/google/generativeai/protos/GenerationConfig.md
index 33a0b88bc..3838c6bcf 100644
--- a/docs/api/google/generativeai/protos/GenerationConfig.md
+++ b/docs/api/google/generativeai/protos/GenerationConfig.md
@@ -11,7 +11,7 @@ description: Configuration options for model generation and outputs.
 
 
+
+
+
+
+
+
+
+
+
+
+
+
diff --git a/docs/api/google/generativeai/protos/GetCachedContentRequest.md b/docs/api/google/generativeai/protos/GetCachedContentRequest.md
index c9cab78c1..bf44a371c 100644
--- a/docs/api/google/generativeai/protos/GetCachedContentRequest.md
+++ b/docs/api/google/generativeai/protos/GetCachedContentRequest.md
@@ -34,13 +34,17 @@ Request to read CachedContent.
 
 
 
+
 `name`
+
 
 
+
 `str`
 
 Required. The resource name referring to the content cache
 entry. Format: ``cachedContents/{id}``
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/GetChunkRequest.md b/docs/api/google/generativeai/protos/GetChunkRequest.md
index 575de2729..ec7bd44b3 100644
--- a/docs/api/google/generativeai/protos/GetChunkRequest.md
+++ b/docs/api/google/generativeai/protos/GetChunkRequest.md
@@ -34,13 +34,17 @@ Request for getting information about a specific ``Chunk``.
 
 
 
+
 `name`
+
 
 
+
 `str`
 
 Required. The name of the ``Chunk`` to retrieve. Example:
 ``corpora/my-corpus-123/documents/the-doc-abc/chunks/some-chunk``
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/GetCorpusRequest.md b/docs/api/google/generativeai/protos/GetCorpusRequest.md
index fe4d3092b..a2607808b 100644
--- a/docs/api/google/generativeai/protos/GetCorpusRequest.md
+++ b/docs/api/google/generativeai/protos/GetCorpusRequest.md
@@ -34,13 +34,17 @@ Request for getting information about a specific ``Corpus``.
 
 
 
+
 `name`
+
 
 
+
 `str`
 
 Required. The name of the ``Corpus``. Example:
 ``corpora/my-corpus-123``
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/GetDocumentRequest.md b/docs/api/google/generativeai/protos/GetDocumentRequest.md
index 1959ea46c..795ca972a 100644
--- a/docs/api/google/generativeai/protos/GetDocumentRequest.md
+++ b/docs/api/google/generativeai/protos/GetDocumentRequest.md
@@ -34,13 +34,17 @@ Request for getting information about a specific ``Document``.
 
 
 
+
 `name`
+
 
 
+
 `str`
 
 Required. The name of the ``Document`` to retrieve. Example:
 ``corpora/my-corpus-123/documents/the-doc-abc``
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/GetFileRequest.md b/docs/api/google/generativeai/protos/GetFileRequest.md
index de6b98e50..ab0da33de 100644
--- a/docs/api/google/generativeai/protos/GetFileRequest.md
+++ b/docs/api/google/generativeai/protos/GetFileRequest.md
@@ -34,13 +34,17 @@ Request for ``GetFile``.
 
 
 
+
 `name`
+
 
 
+
 `str`
 
 Required. The name of the ``File`` to get. Example:
 ``files/abc-123``
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/GetModelRequest.md b/docs/api/google/generativeai/protos/GetModelRequest.md
index de91a7abe..6d18e2c62 100644
--- a/docs/api/google/generativeai/protos/GetModelRequest.md
+++ b/docs/api/google/generativeai/protos/GetModelRequest.md
@@ -34,9 +34,12 @@ Request for getting information about a specific Model.
 
 
 
+
 `name`
+
 
 
+
 `str`
 
 Required. The resource name of the model.
@@ -45,6 +48,7 @@ This name should match a model name returned by the
 ``ListModels`` method.
 
 Format: ``models/{model}``
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/GetPermissionRequest.md b/docs/api/google/generativeai/protos/GetPermissionRequest.md
index dd6850a87..f71315ec3 100644
--- a/docs/api/google/generativeai/protos/GetPermissionRequest.md
+++ b/docs/api/google/generativeai/protos/GetPermissionRequest.md
@@ -34,9 +34,12 @@ Request for getting information about a specific ``Permission``.
 
 
 
+
 `name`
+
 
 
+
 `str`
 
 Required. The resource name of the permission.
@@ -44,6 +47,7 @@ Required. The resource name of the permission.
 Formats:
 ``tunedModels/{tuned_model}/permissions/{permission}``
 ``corpora/{corpus}/permissions/{permission}``
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/GetTunedModelRequest.md b/docs/api/google/generativeai/protos/GetTunedModelRequest.md
index c34e11e1d..225e951db 100644
--- a/docs/api/google/generativeai/protos/GetTunedModelRequest.md
+++ b/docs/api/google/generativeai/protos/GetTunedModelRequest.md
@@ -11,7 +11,7 @@ description: Request for getting information about a specific Model.
 
 
diff --git a/docs/api/google/generativeai/protos/GoogleSearchRetrieval.md b/docs/api/google/generativeai/protos/GoogleSearchRetrieval.md
new file mode 100644
index 000000000..84e73ce49
--- /dev/null
+++ b/docs/api/google/generativeai/protos/GoogleSearchRetrieval.md
@@ -0,0 +1,53 @@
+description: Tool to retrieve public web data for grounding, powered by Google.
+
+

+
+
+

+
+# google.generativeai.protos.GoogleSearchRetrieval
+
+
+
+
+
+
+
+
+
+Tool to retrieve public web data for grounding, powered by Google.
+
+
+
+
+
+
+
+ 
+
+
+
+
+
+
+
+
Attributes

+
+`dynamic_retrieval_config`
+
+
+
+`google.ai.generativelanguage.DynamicRetrievalConfig`
+
+Specifies the dynamic retrieval configuration
+for the given source.
+
+

+
+
+
diff --git a/docs/api/google/generativeai/protos/GroundingAttribution.md b/docs/api/google/generativeai/protos/GroundingAttribution.md
index 553ea8533..96da0de99 100644
--- a/docs/api/google/generativeai/protos/GroundingAttribution.md
+++ b/docs/api/google/generativeai/protos/GroundingAttribution.md
@@ -11,7 +11,7 @@ description: Attribution for a source that contributed to an answer.
 
 
diff --git a/docs/api/google/generativeai/protos/GroundingChunk.md b/docs/api/google/generativeai/protos/GroundingChunk.md
new file mode 100644
index 000000000..de4b336df
--- /dev/null
+++ b/docs/api/google/generativeai/protos/GroundingChunk.md
@@ -0,0 +1,58 @@
+description: Grounding chunk.
+
+

+
+
+
+

+
+# google.generativeai.protos.GroundingChunk
+
+
+
+
+
+
+
+
+
+Grounding chunk.
+
+
+
+
+
+
+
+ 
+
+
+
+
+
+
+
+
Attributes

+
+`web`
+
+
+
+`google.ai.generativelanguage.GroundingChunk.Web`
+
+Grounding chunk from the web.
+
+This field is a member of `oneof`_ ``chunk_type``.
+
+

+
+
+
+## Child Classes
+[`class Web`](../../../google/generativeai/protos/GroundingChunk/Web.md)
+
diff --git a/docs/api/google/generativeai/protos/GroundingChunk/Web.md b/docs/api/google/generativeai/protos/GroundingChunk/Web.md
new file mode 100644
index 000000000..a9625a17e
--- /dev/null
+++ b/docs/api/google/generativeai/protos/GroundingChunk/Web.md
@@ -0,0 +1,67 @@
+description: Chunk from the web.
+
+

+
+
+

+
+# google.generativeai.protos.GroundingChunk.Web
+
+
+
+
+
+
+
+
+
+Chunk from the web.
+
+
+
+
+
+
+
+ 
+
+
+
+
+
+
+
+
+
+
+
Attributes

+
+`uri`
+
+
+
+`str`
+
+URI reference of the chunk.
+
+
+

+
+`title`
+
+
+
+`str`
+
+Title of the chunk.
+
+
+

+
+
+
diff --git a/docs/api/google/generativeai/protos/GroundingMetadata.md b/docs/api/google/generativeai/protos/GroundingMetadata.md
new file mode 100644
index 000000000..7ac8f2a1c
--- /dev/null
+++ b/docs/api/google/generativeai/protos/GroundingMetadata.md
@@ -0,0 +1,96 @@
+description: Metadata returned to client when grounding is enabled.
+
+

+
+
+

+
+# google.generativeai.protos.GroundingMetadata
+
+
+
+
+
+
+
+
+
+Metadata returned to client when grounding is enabled.
+
+
+
+
+
+
+
+ 
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
Attributes

+
+`search_entry_point`
+
+
+
+`google.ai.generativelanguage.SearchEntryPoint`
+
+Optional. Google search entry for the
+following-up web searches.
+
+
+

+
+`grounding_chunks`
+
+
+
+`MutableSequence[google.ai.generativelanguage.GroundingChunk]`
+
+List of supporting references retrieved from
+specified grounding source.
+
+

+
+`grounding_supports`
+
+
+
+`MutableSequence[google.ai.generativelanguage.GroundingSupport]`
+
+List of grounding support.
+
+

+
+`retrieval_metadata`
+
+
+
+`google.ai.generativelanguage.RetrievalMetadata`
+
+Metadata related to retrieval in the
+grounding flow.
+
+
+

+
+
+
diff --git a/docs/api/google/generativeai/protos/GroundingPassage.md b/docs/api/google/generativeai/protos/GroundingPassage.md
index f63c2e18a..f7ea02c9e 100644
--- a/docs/api/google/generativeai/protos/GroundingPassage.md
+++ b/docs/api/google/generativeai/protos/GroundingPassage.md
@@ -11,7 +11,7 @@ description: Passage included inline with a grounding configuration.
 
 
diff --git a/docs/api/google/generativeai/protos/GroundingPassages.md b/docs/api/google/generativeai/protos/GroundingPassages.md
index 1cde963d3..ddeaf6fc7 100644
--- a/docs/api/google/generativeai/protos/GroundingPassages.md
+++ b/docs/api/google/generativeai/protos/GroundingPassages.md
@@ -11,7 +11,7 @@ description: A repeated list of passages.
 
 
diff --git a/docs/api/google/generativeai/protos/GroundingSupport.md b/docs/api/google/generativeai/protos/GroundingSupport.md
new file mode 100644
index 000000000..643c5cb1f
--- /dev/null
+++ b/docs/api/google/generativeai/protos/GroundingSupport.md
@@ -0,0 +1,86 @@
+description: Grounding support.
+
+

+
+
+

+
+# google.generativeai.protos.GroundingSupport
+
+
+
+
+
+
+
+
+
+Grounding support.
+
+
+
+
+
+
+
+ 
+
+
+
+
+
+
+
+
+
+
+
+
+
+
Attributes

+
+`segment`
+
+
+
+`google.ai.generativelanguage.Segment`
+
+Segment of the content this support belongs
+to.
+
+
+

+
+`grounding_chunk_indices`
+
+
+
+`MutableSequence[int]`
+
+A list of indices (into 'grounding_chunk') specifying the
+citations associated with the claim. For instance [1,3,4]
+means that grounding_chunk[1], grounding_chunk[3],
+grounding_chunk[4] are the retrieved content attributed to
+the claim.
+
+

+
+`confidence_scores`
+
+
+
+`MutableSequence[float]`
+
+Confidence score of the support references. Ranges from 0 to
+1. 1 is the most confident. This list must have the same
+size as the grounding_chunk_indices.
+
+

+
+
+
diff --git a/docs/api/google/generativeai/protos/HarmCategory.md b/docs/api/google/generativeai/protos/HarmCategory.md
index 54f1b3767..87c3960bf 100644
--- a/docs/api/google/generativeai/protos/HarmCategory.md
+++ b/docs/api/google/generativeai/protos/HarmCategory.md
@@ -45,7 +45,9 @@ description: The category of a rating.
 
 
 
+
 
+
 
 
 
@@ -65,7 +67,7 @@ description: The category of a rating.
 
 
+
+
+
@@ -213,31 +271,47 @@ Dangerous content.
 
 
 
+
 `denominator`
+
 
 
+
 the denominator of a rational number in lowest terms
+
 
 
 
+
 `imag`
+
 
 
+
 the imaginary part of a complex number
+
 
 
 
+
 `numerator`
+
 
 
+
 the numerator of a rational number in lowest terms
+
 
 
 
+
 `real`
+
 
 
+
 the real part of a complex number
+
 
 
 
@@ -252,10 +326,9 @@ the real part of a complex number
 as_integer_ratio()
-Return integer ratio. +Return a pair of integers, whose ratio is equal to the original int. -Return a pair of integers, whose ratio is exactly equal to the original int -and with a positive denominator. +The ratio is in lowest terms and has a positive denominator. ``` >>> (10).as_integer_ratio() @@ -331,6 +404,15 @@ byteorder signed Indicates whether two's complement is used to represent the integer. +

is_integer

+ +
+is_integer()
+
+ +Returns True. Exists for duck type compatibility with float.is_integer. + +

to_bytes

@@ -742,80 +824,135 @@ Return self^value.
 
 
 
+
+HARM_CATEGORY_CIVIC_INTEGRITY
+
+
+
+
+``
+
+
+
+
+
 HARM_CATEGORY_DANGEROUS
+
 
 
+
 ``
+
 
 
 
+
 HARM_CATEGORY_DANGEROUS_CONTENT
+
 
 
+
 ``
+
 
 
 
+
 HARM_CATEGORY_DEROGATORY
+
 
 
+
 ``
+
 
 
 
+
 HARM_CATEGORY_HARASSMENT
+
 
 
+
 ``
+
 
 
 
+
 HARM_CATEGORY_HATE_SPEECH
+
 
 
+
 ``
+
 
 
 
+
 HARM_CATEGORY_MEDICAL
+
 
 
+
 ``
+
 
 
 
+
 HARM_CATEGORY_SEXUAL
+
 
 
+
 ``
+
 
 
 
+
 HARM_CATEGORY_SEXUALLY_EXPLICIT
+
 
 
+
 ``
+
 
 
 
+
 HARM_CATEGORY_TOXICITY
+
 
 
+
 ``
+
 
 
 
+
 HARM_CATEGORY_UNSPECIFIED
+
 
 
+
 ``
+
 
 
 
+
 HARM_CATEGORY_VIOLENCE
+
 
 
+
 ``
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/Hyperparameters.md b/docs/api/google/generativeai/protos/Hyperparameters.md
index f5e17d6ee..e5f289ab2 100644
--- a/docs/api/google/generativeai/protos/Hyperparameters.md
+++ b/docs/api/google/generativeai/protos/Hyperparameters.md
@@ -11,7 +11,7 @@ description: Hyperparameters controlling the tuning process.
 
 
diff --git a/docs/api/google/generativeai/protos/ListCachedContentsRequest.md b/docs/api/google/generativeai/protos/ListCachedContentsRequest.md
index 9d6da05b7..6fd97c3ad 100644
--- a/docs/api/google/generativeai/protos/ListCachedContentsRequest.md
+++ b/docs/api/google/generativeai/protos/ListCachedContentsRequest.md
@@ -34,9 +34,12 @@ Request to list CachedContents.
 
 
 
+
 `page_size`
+
 
 
+
 `int`
 
 Optional. The maximum number of cached
@@ -45,12 +48,16 @@ than this value. If unspecified, some default
 (under maximum) number of items will be
 returned. The maximum value is 1000; values
 above 1000 will be coerced to 1000.
+
 
 
 
+
 `page_token`
+
 
 
+
 `str`
 
 Optional. A page token, received from a previous
@@ -60,6 +67,7 @@ subsequent page.
 When paginating, all other parameters provided to
 ``ListCachedContents`` must match the call that provided the
 page token.
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/ListCachedContentsResponse.md b/docs/api/google/generativeai/protos/ListCachedContentsResponse.md
index ba3e10e69..f2f53fa34 100644
--- a/docs/api/google/generativeai/protos/ListCachedContentsResponse.md
+++ b/docs/api/google/generativeai/protos/ListCachedContentsResponse.md
@@ -34,23 +34,31 @@ Response with CachedContents list.
 
 
 
+
 `cached_contents`
+
 
 
+
 `MutableSequence[google.ai.generativelanguage.CachedContent]`
 
 List of cached contents.
+
 
 
 
+
 `next_page_token`
+
 
 
+
 `str`
 
 A token, which can be sent as ``page_token`` to retrieve the
 next page. If this field is omitted, there are no subsequent
 pages.
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/ListChunksRequest.md b/docs/api/google/generativeai/protos/ListChunksRequest.md
index 2150c0630..ff973385d 100644
--- a/docs/api/google/generativeai/protos/ListChunksRequest.md
+++ b/docs/api/google/generativeai/protos/ListChunksRequest.md
@@ -34,20 +34,27 @@ Request for listing ``Chunk``\ s.
 
 
 
+
 `parent`
+
 
 
+
 `str`
 
 Required. The name of the ``Document`` containing
 ``Chunk``\ s. Example:
 ``corpora/my-corpus-123/documents/the-doc-abc``
+
 
 
 
+
 `page_size`
+
 
 
+
 `int`
 
 Optional. The maximum number of ``Chunk``\ s to return (per
@@ -55,12 +62,16 @@ page). The service may return fewer ``Chunk``\ s.
 
 If unspecified, at most 10 ``Chunk``\ s will be returned.
 The maximum size limit is 100 ``Chunk``\ s per page.
+
 
 
 
+
 `page_token`
+
 
 
+
 `str`
 
 Optional. A page token, received from a previous
@@ -72,6 +83,7 @@ an argument to the next request to retrieve the next page.
 When paginating, all other parameters provided to
 ``ListChunks`` must match the call that provided the page
 token.
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/ListChunksResponse.md b/docs/api/google/generativeai/protos/ListChunksResponse.md
index 38178a68e..493c226a6 100644
--- a/docs/api/google/generativeai/protos/ListChunksResponse.md
+++ b/docs/api/google/generativeai/protos/ListChunksResponse.md
@@ -35,23 +35,31 @@ Response from ``ListChunks`` containing a paginated list of ``Chunk``\ s.
 
 
 
+
 `chunks`
+
 
 
+
 `MutableSequence[google.ai.generativelanguage.Chunk]`
 
 The returned ``Chunk``\ s.
+
 
 
 
+
 `next_page_token`
+
 
 
+
 `str`
 
 A token, which can be sent as ``page_token`` to retrieve the
 next page. If this field is omitted, there are no more
 pages.
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/ListCorporaRequest.md b/docs/api/google/generativeai/protos/ListCorporaRequest.md
index d6de5ef51..ca534cf00 100644
--- a/docs/api/google/generativeai/protos/ListCorporaRequest.md
+++ b/docs/api/google/generativeai/protos/ListCorporaRequest.md
@@ -34,9 +34,12 @@ Request for listing ``Corpora``.
 
 
 
+
 `page_size`
+
 
 
+
 `int`
 
 Optional. The maximum number of ``Corpora`` to return (per
@@ -44,12 +47,16 @@ page). The service may return fewer ``Corpora``.
 
 If unspecified, at most 10 ``Corpora`` will be returned. The
 maximum size limit is 20 ``Corpora`` per page.
+
 
 
 
+
 `page_token`
+
 
 
+
 `str`
 
 Optional. A page token, received from a previous
@@ -61,6 +68,7 @@ an argument to the next request to retrieve the next page.
 When paginating, all other parameters provided to
 ``ListCorpora`` must match the call that provided the page
 token.
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/ListCorporaResponse.md b/docs/api/google/generativeai/protos/ListCorporaResponse.md
index 8b58310d4..cfaae3d33 100644
--- a/docs/api/google/generativeai/protos/ListCorporaResponse.md
+++ b/docs/api/google/generativeai/protos/ListCorporaResponse.md
@@ -35,23 +35,31 @@ Response from ``ListCorpora`` containing a paginated list of ``Corpora``.
 
 
 
+
 `corpora`
+
 
 
+
 `MutableSequence[google.ai.generativelanguage.Corpus]`
 
 The returned corpora.
+
 
 
 
+
 `next_page_token`
+
 
 
+
 `str`
 
 A token, which can be sent as ``page_token`` to retrieve the
 next page. If this field is omitted, there are no more
 pages.
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/ListDocumentsRequest.md b/docs/api/google/generativeai/protos/ListDocumentsRequest.md
index ce628dfef..e36b818c8 100644
--- a/docs/api/google/generativeai/protos/ListDocumentsRequest.md
+++ b/docs/api/google/generativeai/protos/ListDocumentsRequest.md
@@ -34,19 +34,26 @@ Request for listing ``Document``\ s.
 
 
 
+
 `parent`
+
 
 
+
 `str`
 
 Required. The name of the ``Corpus`` containing
 ``Document``\ s. Example: ``corpora/my-corpus-123``
+
 
 
 
+
 `page_size`
+
 
 
+
 `int`
 
 Optional. The maximum number of ``Document``\ s to return
@@ -54,12 +61,16 @@ Optional. The maximum number of ``Document``\ s to return
 
 If unspecified, at most 10 ``Document``\ s will be returned.
 The maximum size limit is 20 ``Document``\ s per page.
+
 
 
 
+
 `page_token`
+
 
 
+
 `str`
 
 Optional. A page token, received from a previous
@@ -71,6 +82,7 @@ an argument to the next request to retrieve the next page.
 When paginating, all other parameters provided to
 ``ListDocuments`` must match the call that provided the page
 token.
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/ListDocumentsResponse.md b/docs/api/google/generativeai/protos/ListDocumentsResponse.md
index 7d4f7b4c8..b0028b52f 100644
--- a/docs/api/google/generativeai/protos/ListDocumentsResponse.md
+++ b/docs/api/google/generativeai/protos/ListDocumentsResponse.md
@@ -35,23 +35,31 @@ Response from ``ListDocuments`` containing a paginated list of ``Document``\ s.
 
 
 
+
 `documents`
+
 
 
+
 `MutableSequence[google.ai.generativelanguage.Document]`
 
 The returned ``Document``\ s.
+
 
 
 
+
 `next_page_token`
+
 
 
+
 `str`
 
 A token, which can be sent as ``page_token`` to retrieve the
 next page. If this field is omitted, there are no more
 pages.
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/ListFilesRequest.md b/docs/api/google/generativeai/protos/ListFilesRequest.md
index 5b4e3e08e..7eb900160 100644
--- a/docs/api/google/generativeai/protos/ListFilesRequest.md
+++ b/docs/api/google/generativeai/protos/ListFilesRequest.md
@@ -34,23 +34,31 @@ Request for ``ListFiles``.
 
 
 
+
 `page_size`
+
 
 
+
 `int`
 
 Optional. Maximum number of ``File``\ s to return per page.
 If unspecified, defaults to 10. Maximum ``page_size`` is
 100.
+
 
 
 
+
 `page_token`
+
 
 
+
 `str`
 
 Optional. A page token from a previous ``ListFiles`` call.
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/ListFilesResponse.md b/docs/api/google/generativeai/protos/ListFilesResponse.md
index 3f1045ebe..ead7f8065 100644
--- a/docs/api/google/generativeai/protos/ListFilesResponse.md
+++ b/docs/api/google/generativeai/protos/ListFilesResponse.md
@@ -34,22 +34,30 @@ Response for ``ListFiles``.
 
 
 
+
 `files`
+
 
 
+
 `MutableSequence[google.ai.generativelanguage.File]`
 
 The list of ``File``\ s.
+
 
 
 
+
 `next_page_token`
+
 
 
+
 `str`
 
 A token that can be sent as a ``page_token`` into a
 subsequent ``ListFiles`` call.
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/ListModelsRequest.md b/docs/api/google/generativeai/protos/ListModelsRequest.md
index 50095c67b..0e189d126 100644
--- a/docs/api/google/generativeai/protos/ListModelsRequest.md
+++ b/docs/api/google/generativeai/protos/ListModelsRequest.md
@@ -11,7 +11,7 @@ description: Request for listing all Models.
 
 
diff --git a/docs/api/google/generativeai/protos/ListModelsResponse.md b/docs/api/google/generativeai/protos/ListModelsResponse.md
index 062d45370..37306d4a4 100644
--- a/docs/api/google/generativeai/protos/ListModelsResponse.md
+++ b/docs/api/google/generativeai/protos/ListModelsResponse.md
@@ -11,7 +11,7 @@ description: Response from ListModel containing a paginated list of Models.
 
 
diff --git a/docs/api/google/generativeai/protos/ListPermissionsRequest.md b/docs/api/google/generativeai/protos/ListPermissionsRequest.md
index 1b25c7132..323283661 100644
--- a/docs/api/google/generativeai/protos/ListPermissionsRequest.md
+++ b/docs/api/google/generativeai/protos/ListPermissionsRequest.md
@@ -34,19 +34,26 @@ Request for listing permissions.
 
 
 
+
 `parent`
+
 
 
+
 `str`
 
 Required. The parent resource of the permissions. Formats:
 ``tunedModels/{tuned_model}`` ``corpora/{corpus}``
+
 
 
 
+
 `page_size`
+
 
 
+
 `int`
 
 Optional. The maximum number of ``Permission``\ s to return
@@ -55,12 +62,16 @@ Optional. The maximum number of ``Permission``\ s to return
 If unspecified, at most 10 permissions will be returned.
 This method returns at most 1000 permissions per page, even
 if you pass larger page_size.
+
 
 
 
+
 `page_token`
+
 
 
+
 `str`
 
 Optional. A page token, received from a previous
@@ -72,6 +83,7 @@ argument to the next request to retrieve the next page.
 When paginating, all other parameters provided to
 ``ListPermissions`` must match the call that provided the
 page token.
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/ListPermissionsResponse.md b/docs/api/google/generativeai/protos/ListPermissionsResponse.md
index f6e0ace5c..0ba9fa383 100644
--- a/docs/api/google/generativeai/protos/ListPermissionsResponse.md
+++ b/docs/api/google/generativeai/protos/ListPermissionsResponse.md
@@ -34,24 +34,32 @@ Response from ``ListPermissions`` containing a paginated list of permissions.
 
 
 
+
 `permissions`
+
 
 
+
 `MutableSequence[google.ai.generativelanguage.Permission]`
 
 Returned permissions.
+
 
 
 
+
 `next_page_token`
+
 
 
+
 `str`
 
 A token, which can be sent as ``page_token`` to retrieve the
 next page.
 
 If this field is omitted, there are no more pages.
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/ListTunedModelsRequest.md b/docs/api/google/generativeai/protos/ListTunedModelsRequest.md
index f8ac44e25..1377fa54d 100644
--- a/docs/api/google/generativeai/protos/ListTunedModelsRequest.md
+++ b/docs/api/google/generativeai/protos/ListTunedModelsRequest.md
@@ -11,7 +11,7 @@ description: Request for listing TunedModels.
 
 
diff --git a/docs/api/google/generativeai/protos/ListTunedModelsResponse.md b/docs/api/google/generativeai/protos/ListTunedModelsResponse.md
index 0f247c4dc..40b564d06 100644
--- a/docs/api/google/generativeai/protos/ListTunedModelsResponse.md
+++ b/docs/api/google/generativeai/protos/ListTunedModelsResponse.md
@@ -11,7 +11,7 @@ description: Response from ListTunedModels containing a paginated list of Models
 
 
diff --git a/docs/api/google/generativeai/protos/LogprobsResult.md b/docs/api/google/generativeai/protos/LogprobsResult.md
new file mode 100644
index 000000000..aa70c7a9f
--- /dev/null
+++ b/docs/api/google/generativeai/protos/LogprobsResult.md
@@ -0,0 +1,73 @@
+description: Logprobs Result
+
+

+
+
+
+
+

+
+# google.generativeai.protos.LogprobsResult
+
+
+
+
+
+
+
+
+
+Logprobs Result
+
+
+
+
+
+
+
+ 
+
+
+
+
+
+
+
+
+
+
+
Attributes

+
+`top_candidates`
+
+
+
+`MutableSequence[google.ai.generativelanguage.LogprobsResult.TopCandidates]`
+
+Length = total number of decoding steps.
+
+

+
+`chosen_candidates`
+
+
+
+`MutableSequence[google.ai.generativelanguage.LogprobsResult.Candidate]`
+
+Length = total number of decoding steps. The chosen
+candidates may or may not be in top_candidates.
+
+

+
+
+
+## Child Classes
+[`class Candidate`](../../../google/generativeai/protos/LogprobsResult/Candidate.md)
+
+[`class TopCandidates`](../../../google/generativeai/protos/LogprobsResult/TopCandidates.md)
+
diff --git a/docs/api/google/generativeai/protos/LogprobsResult/Candidate.md b/docs/api/google/generativeai/protos/LogprobsResult/Candidate.md
new file mode 100644
index 000000000..10d7bbded
--- /dev/null
+++ b/docs/api/google/generativeai/protos/LogprobsResult/Candidate.md
@@ -0,0 +1,81 @@
+description: Candidate for the logprobs token and score.
+
+

+
+
+

+
+# google.generativeai.protos.LogprobsResult.Candidate
+
+
+
+
+
+
+
+
+
+Candidate for the logprobs token and score.
+
+
+
+
+
+
+
+ 
+
+
+
+
+
+
+
+
+
+
+
+
+
+
Attributes

+
+`token`
+
+
+
+`str`
+
+The candidate’s token string value.
+
+
+

+
+`token_id`
+
+
+
+`int`
+
+The candidate’s token id value.
+
+
+

+
+`log_probability`
+
+
+
+`float`
+
+The candidate's log probability.
+
+
+

+
+
+
diff --git a/docs/api/google/generativeai/protos/LogprobsResult/TopCandidates.md b/docs/api/google/generativeai/protos/LogprobsResult/TopCandidates.md
new file mode 100644
index 000000000..73c79ef17
--- /dev/null
+++ b/docs/api/google/generativeai/protos/LogprobsResult/TopCandidates.md
@@ -0,0 +1,53 @@
+description: Candidates with top log probabilities at each decoding step.
+
+

+
+
+

+
+# google.generativeai.protos.LogprobsResult.TopCandidates
+
+
+
+
+
+
+
+
+
+Candidates with top log probabilities at each decoding step.
+
+
+
+
+
+
+
+ 
+
+
+
+
+
+
+
+
Attributes

+
+`candidates`
+
+
+
+`MutableSequence[google.ai.generativelanguage.LogprobsResult.Candidate]`
+
+Sorted by log probability in descending
+order.
+
+

+
+
+
diff --git a/docs/api/google/generativeai/protos/Message.md b/docs/api/google/generativeai/protos/Message.md
index 94d7d17af..abccb8881 100644
--- a/docs/api/google/generativeai/protos/Message.md
+++ b/docs/api/google/generativeai/protos/Message.md
@@ -41,9 +41,12 @@ model as text.
 
 
 
+
 `author`
+
 
 
+
 `str`
 
 Optional. The author of this Message.
@@ -53,21 +56,29 @@ the content of this Message when it is fed to
 the model as text.
 
 The author can be any alphanumeric string.
+
 
 
 
+
 `content`
+
 
 
+
 `str`
 
 Required. The text content of the structured ``Message``.
+
 
 
 
+
 `citation_metadata`
+
 
 
+
 `google.ai.generativelanguage.CitationMetadata`
 
 Output only. Citation information for model-generated
@@ -78,6 +89,7 @@ this field may be populated with attribution information for
 any text included in the ``content``. This field is used
 only on output.
 
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/MessagePrompt.md b/docs/api/google/generativeai/protos/MessagePrompt.md
index 2386e5bb5..65db2dab0 100644
--- a/docs/api/google/generativeai/protos/MessagePrompt.md
+++ b/docs/api/google/generativeai/protos/MessagePrompt.md
@@ -40,9 +40,12 @@ model.
 
 
 
+
 `context`
+
 
 
+
 `str`
 
 Optional. Text that should be provided to the model first to
@@ -61,12 +64,16 @@ statement, classify the sentiment as happy, sad or neutral."
 Anything included in this field will take precedence over
 message history if the total input size exceeds the model's
 ``input_token_limit`` and the input request is truncated.
+
 
 
 
+
 `examples`
+
 
 
+
 `MutableSequence[google.ai.generativelanguage.Example]`
 
 Optional. Examples of what the model should generate.
@@ -79,12 +86,16 @@ messages except that they take precedence over the history
 in ``messages``: If the total input size exceeds the model's
 ``input_token_limit`` the input will be truncated. Items
 will be dropped from ``messages`` before ``examples``.
+
 
 
 
+
 `messages`
+
 
 
+
 `MutableSequence[google.ai.generativelanguage.Message]`
 
 Required. A snapshot of the recent conversation history
@@ -95,6 +106,7 @@ Turns alternate between two authors.
 If the total input size exceeds the model's
 ``input_token_limit`` the input will be truncated: The
 oldest items will be dropped from ``messages``.
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/MetadataFilter.md b/docs/api/google/generativeai/protos/MetadataFilter.md
index 447a76665..8bbf39d83 100644
--- a/docs/api/google/generativeai/protos/MetadataFilter.md
+++ b/docs/api/google/generativeai/protos/MetadataFilter.md
@@ -37,24 +37,32 @@ User provided filter to limit retrieval based on ``Chunk`` or ``Document`` level
 
 
 
+
 `key`
+
 
 
+
 `str`
 
 Required. The key of the metadata to filter
 on.
+
 
 
 
+
 `conditions`
+
 
 
+
 `MutableSequence[google.ai.generativelanguage.Condition]`
 
 Required. The ``Condition``\ s for the given key that will
 trigger this filter. Multiple ``Condition``\ s are joined by
 logical ORs.
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/Model.md b/docs/api/google/generativeai/protos/Model.md
index c4105e24e..d77b81544 100644
--- a/docs/api/google/generativeai/protos/Model.md
+++ b/docs/api/google/generativeai/protos/Model.md
@@ -11,7 +11,7 @@ description: Information about a Generative Language Model.
 
 
diff --git a/docs/api/google/generativeai/protos/Part.md b/docs/api/google/generativeai/protos/Part.md
index 24e8ba0a6..12b14e00f 100644
--- a/docs/api/google/generativeai/protos/Part.md
+++ b/docs/api/google/generativeai/protos/Part.md
@@ -11,7 +11,7 @@ description: A datatype containing media that is part of a multi-part Content me
 
 
diff --git a/docs/api/google/generativeai/protos/Permission.md b/docs/api/google/generativeai/protos/Permission.md
index de4165fcb..16e5d4476 100644
--- a/docs/api/google/generativeai/protos/Permission.md
+++ b/docs/api/google/generativeai/protos/Permission.md
@@ -54,31 +54,42 @@ previous role's permitted operations:
 
 
 
+
 `name`
+
 
 
+
 `str`
 
 Output only. Identifier. The permission name. A unique name
 will be generated on create. Examples:
 tunedModels/{tuned_model}/permissions/{permission}
 corpora/{corpus}/permissions/{permission} Output only.
+
 
 
 
+
 `grantee_type`
+
 
 
+
 `google.ai.generativelanguage.Permission.GranteeType`
 
 Optional. Immutable. The type of the grantee.
 
+
 
 
 
+
 `email_address`
+
 
 
+
 `str`
 
 Optional. Immutable. The email address of the
@@ -86,17 +97,22 @@ user of group which this permission refers.
 Field is not set when permission's grantee type
 is EVERYONE.
 
+
 
 
 
+
 `role`
+
 
 
+
 `google.ai.generativelanguage.Permission.Role`
 
 Required. The role granted by this
 permission.
 
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/Permission/GranteeType.md b/docs/api/google/generativeai/protos/Permission/GranteeType.md
index ef0d1f378..82953dd83 100644
--- a/docs/api/google/generativeai/protos/Permission/GranteeType.md
+++ b/docs/api/google/generativeai/protos/Permission/GranteeType.md
@@ -45,6 +45,7 @@ description: Defines types of the grantee of this permission.
 
 
 
+
 
 
 
@@ -87,42 +88,58 @@ Defines types of the grantee of this permission.
 
 
 
+
 `GRANTEE_TYPE_UNSPECIFIED`
+
 
 
+
 `0`
 
 The default value. This value is unused.
+
 
 
 
+
 `USER`
+
 
 
+
 `1`
 
 Represents a user. When set, you must provide email_address
 for the user.
+
 
 
 
+
 `GROUP`
+
 
 
+
 `2`
 
 Represents a group. When set, you must provide email_address
 for the group.
+
 
 
 
+
 `EVERYONE`
+
 
 
+
 `3`
 
 Represents access to everyone. No extra
 information is required.
+
 
 
 
@@ -138,31 +155,47 @@ information is required.
 
 
 
+
 `denominator`
+
 
 
+
 the denominator of a rational number in lowest terms
+
 
 
 
+
 `imag`
+
 
 
+
 the imaginary part of a complex number
+
 
 
 
+
 `numerator`
+
 
 
+
 the numerator of a rational number in lowest terms
+
 
 
 
+
 `real`
+
 
 
+
 the real part of a complex number
+
 
 
 
@@ -177,10 +210,9 @@ the real part of a complex number
 as_integer_ratio()
-Return integer ratio. +Return a pair of integers, whose ratio is equal to the original int. -Return a pair of integers, whose ratio is exactly equal to the original int -and with a positive denominator. +The ratio is in lowest terms and has a positive denominator. ``` >>> (10).as_integer_ratio() @@ -256,6 +288,15 @@ byteorder signed Indicates whether two's complement is used to represent the integer. +

is_integer

+ +
+is_integer()
+
+ +Returns True. Exists for duck type compatibility with float.is_integer. + +

to_bytes

@@ -667,31 +708,47 @@ Return self^value.
 
 
 
+
 EVERYONE
+
 
 
+
 ``
+
 
 
 
+
 GRANTEE_TYPE_UNSPECIFIED
+
 
 
+
 ``
+
 
 
 
+
 GROUP
+
 
 
+
 ``
+
 
 
 
+
 USER
+
 
 
+
 ``
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/Permission/Role.md b/docs/api/google/generativeai/protos/Permission/Role.md
index a59665a55..d1537e4d0 100644
--- a/docs/api/google/generativeai/protos/Permission/Role.md
+++ b/docs/api/google/generativeai/protos/Permission/Role.md
@@ -45,6 +45,7 @@ description: Defines the role granted by this permission.
 
 
 
+
 
 
 
@@ -87,41 +88,57 @@ Defines the role granted by this permission.
 
 
 
+
 `ROLE_UNSPECIFIED`
+
 
 
+
 `0`
 
 The default value. This value is unused.
+
 
 
 
+
 `OWNER`
+
 
 
+
 `1`
 
 Owner can use, update, share and delete the
 resource.
+
 
 
 
+
 `WRITER`
+
 
 
+
 `2`
 
 Writer can use, update and share the
 resource.
+
 
 
 
+
 `READER`
+
 
 
+
 `3`
 
 Reader can use the resource.
+
 
 
 
@@ -137,31 +154,47 @@ Reader can use the resource.
 
 
 
+
 `denominator`
+
 
 
+
 the denominator of a rational number in lowest terms
+
 
 
 
+
 `imag`
+
 
 
+
 the imaginary part of a complex number
+
 
 
 
+
 `numerator`
+
 
 
+
 the numerator of a rational number in lowest terms
+
 
 
 
+
 `real`
+
 
 
+
 the real part of a complex number
+
 
 
 
@@ -176,10 +209,9 @@ the real part of a complex number
 as_integer_ratio()
-Return integer ratio. +Return a pair of integers, whose ratio is equal to the original int. -Return a pair of integers, whose ratio is exactly equal to the original int -and with a positive denominator. +The ratio is in lowest terms and has a positive denominator. ``` >>> (10).as_integer_ratio() @@ -255,6 +287,15 @@ byteorder signed Indicates whether two's complement is used to represent the integer. +

is_integer

+ +
+is_integer()
+
+ +Returns True. Exists for duck type compatibility with float.is_integer. + +

to_bytes

@@ -666,31 +707,47 @@ Return self^value.
 
 
 
+
 OWNER
+
 
 
+
 ``
+
 
 
 
+
 READER
+
 
 
+
 ``
+
 
 
 
+
 ROLE_UNSPECIFIED
+
 
 
+
 ``
+
 
 
 
+
 WRITER
+
 
 
+
 ``
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/PredictRequest.md b/docs/api/google/generativeai/protos/PredictRequest.md
new file mode 100644
index 000000000..b72f34c59
--- /dev/null
+++ b/docs/api/google/generativeai/protos/PredictRequest.md
@@ -0,0 +1,81 @@
+description: Request message for [PredictionService.Predict][google.ai.generativelanguage.v1beta.PredictionService.Predict].
+
+

+
+
+

+
+# google.generativeai.protos.PredictRequest
+
+
+
+
+
+
+
+
+
+Request message for [PredictionService.Predict][google.ai.generativelanguage.v1beta.PredictionService.Predict].
+
+
+
+
+
+
+
+ 
+
+
+
+
+
+
+
+
+
+
+
+
+
+
Attributes

+
+`model`
+
+
+
+`str`
+
+Required. The name of the model for prediction. Format:
+``name=models/{model}``.
+
+

+
+`instances`
+
+
+
+`MutableSequence[google.protobuf.struct_pb2.Value]`
+
+Required. The instances that are the input to
+the prediction call.
+
+

+
+`parameters`
+
+
+
+`google.protobuf.struct_pb2.Value`
+
+Optional. The parameters that govern the
+prediction call.
+
+

+
+
+
diff --git a/docs/api/google/generativeai/protos/PredictResponse.md b/docs/api/google/generativeai/protos/PredictResponse.md
new file mode 100644
index 000000000..19fa2b4c2
--- /dev/null
+++ b/docs/api/google/generativeai/protos/PredictResponse.md
@@ -0,0 +1,52 @@
+description: Response message for [PredictionService.Predict].
+
+

+
+
+

+
+# google.generativeai.protos.PredictResponse
+
+
+
+
+
+
+
+
+
+Response message for [PredictionService.Predict].
+
+
+
+
+
+
+
+ 
+
+
+
+
+
+
+
+
Attributes

+
+`predictions`
+
+
+
+`MutableSequence[google.protobuf.struct_pb2.Value]`
+
+The outputs of the prediction call.
+
+

+
+
+
diff --git a/docs/api/google/generativeai/protos/QueryCorpusRequest.md b/docs/api/google/generativeai/protos/QueryCorpusRequest.md
index 60d839b1f..afb44c0e7 100644
--- a/docs/api/google/generativeai/protos/QueryCorpusRequest.md
+++ b/docs/api/google/generativeai/protos/QueryCorpusRequest.md
@@ -34,29 +34,40 @@ Request for querying a ``Corpus``.
 
 
 
+
 `name`
+
 
 
+
 `str`
 
 Required. The name of the ``Corpus`` to query. Example:
 ``corpora/my-corpus-123``
+
 
 
 
+
 `query`
+
 
 
+
 `str`
 
 Required. Query string to perform semantic
 search.
+
 
 
 
+
 `metadata_filters`
+
 
 
+
 `MutableSequence[google.ai.generativelanguage.MetadataFilter]`
 
 Optional. Filter for ``Chunk`` and ``Document`` metadata.
@@ -88,12 +99,16 @@ Example query at chunk level for a numeric range of values:
 
 Note: "AND"s for the same key are only supported for numeric
 values. String values only support "OR"s for the same key.
+
 
 
 
+
 `results_count`
+
 
 
+
 `int`
 
 Optional. The maximum number of ``Chunk``\ s to return. The
@@ -101,6 +116,7 @@ service may return fewer ``Chunk``\ s.
 
 If unspecified, at most 10 ``Chunk``\ s will be returned.
 The maximum specified result count is 100.
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/QueryCorpusResponse.md b/docs/api/google/generativeai/protos/QueryCorpusResponse.md
index cccf776a6..bd91eced5 100644
--- a/docs/api/google/generativeai/protos/QueryCorpusResponse.md
+++ b/docs/api/google/generativeai/protos/QueryCorpusResponse.md
@@ -34,12 +34,16 @@ Response from ``QueryCorpus`` containing a list of relevant chunks.
 
 
 
+
 `relevant_chunks`
+
 
 
+
 `MutableSequence[google.ai.generativelanguage.RelevantChunk]`
 
 The relevant chunks.
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/QueryDocumentRequest.md b/docs/api/google/generativeai/protos/QueryDocumentRequest.md
index c31688fff..cd489f130 100644
--- a/docs/api/google/generativeai/protos/QueryDocumentRequest.md
+++ b/docs/api/google/generativeai/protos/QueryDocumentRequest.md
@@ -34,29 +34,40 @@ Request for querying a ``Document``.
 
 
 
+
 `name`
+
 
 
+
 `str`
 
 Required. The name of the ``Document`` to query. Example:
 ``corpora/my-corpus-123/documents/the-doc-abc``
+
 
 
 
+
 `query`
+
 
 
+
 `str`
 
 Required. Query string to perform semantic
 search.
+
 
 
 
+
 `results_count`
+
 
 
+
 `int`
 
 Optional. The maximum number of ``Chunk``\ s to return. The
@@ -64,12 +75,16 @@ service may return fewer ``Chunk``\ s.
 
 If unspecified, at most 10 ``Chunk``\ s will be returned.
 The maximum specified result count is 100.
+
 
 
 
+
 `metadata_filters`
+
 
 
+
 `MutableSequence[google.ai.generativelanguage.MetadataFilter]`
 
 Optional. Filter for ``Chunk`` metadata. Each
@@ -101,6 +116,7 @@ AND year <= 2020)
 
 Note: "AND"s for the same key are only supported for numeric
 values. String values only support "OR"s for the same key.
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/QueryDocumentResponse.md b/docs/api/google/generativeai/protos/QueryDocumentResponse.md
index aabff9d01..1ccb7c87b 100644
--- a/docs/api/google/generativeai/protos/QueryDocumentResponse.md
+++ b/docs/api/google/generativeai/protos/QueryDocumentResponse.md
@@ -34,12 +34,16 @@ Response from ``QueryDocument`` containing a list of relevant chunks.
 
 
 
+
 `relevant_chunks`
+
 
 
+
 `MutableSequence[google.ai.generativelanguage.RelevantChunk]`
 
 The returned relevant chunks.
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/RelevantChunk.md b/docs/api/google/generativeai/protos/RelevantChunk.md
index c9a7f7036..5a0a86335 100644
--- a/docs/api/google/generativeai/protos/RelevantChunk.md
+++ b/docs/api/google/generativeai/protos/RelevantChunk.md
@@ -34,21 +34,29 @@ The information for a chunk relevant to a query.
 
 
 
+
 `chunk_relevance_score`
+
 
 
+
 `float`
 
 ``Chunk`` relevance to the query.
+
 
 
 
+
 `chunk`
+
 
 
+
 `google.ai.generativelanguage.Chunk`
 
 ``Chunk`` associated with the query.
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/RetrievalMetadata.md b/docs/api/google/generativeai/protos/RetrievalMetadata.md
new file mode 100644
index 000000000..ee9c3c2a1
--- /dev/null
+++ b/docs/api/google/generativeai/protos/RetrievalMetadata.md
@@ -0,0 +1,58 @@
+description: Metadata related to retrieval in the grounding flow.
+
+

+
+
+

+
+# google.generativeai.protos.RetrievalMetadata
+
+
+
+
+
+
+
+
+
+Metadata related to retrieval in the grounding flow.
+
+
+
+
+
+
+
+ 
+
+
+
+
+
+
+
+
Attributes

+
+`google_search_dynamic_retrieval_score`
+
+
+
+`float`
+
+Optional. Score indicating how likely information from
+google search could help answer the prompt. The score is in
+the range [0, 1], where 0 is the least likely and 1 is the
+most likely. This score is only populated when google search
+grounding and dynamic retrieval is enabled. It will be
+compared to the threshold to determine whether to trigger
+google search.
+
+

+
+
+
diff --git a/docs/api/google/generativeai/protos/SafetyFeedback.md b/docs/api/google/generativeai/protos/SafetyFeedback.md
index 6d7df4664..8102692ef 100644
--- a/docs/api/google/generativeai/protos/SafetyFeedback.md
+++ b/docs/api/google/generativeai/protos/SafetyFeedback.md
@@ -11,7 +11,7 @@ description: Safety feedback for an entire request.
 
 
diff --git a/docs/api/google/generativeai/protos/SafetyRating.md b/docs/api/google/generativeai/protos/SafetyRating.md
index b53dda402..f1d4a6109 100644
--- a/docs/api/google/generativeai/protos/SafetyRating.md
+++ b/docs/api/google/generativeai/protos/SafetyRating.md
@@ -12,7 +12,7 @@ description: Safety rating for a piece of content.
 
 
diff --git a/docs/api/google/generativeai/protos/SafetySetting.md b/docs/api/google/generativeai/protos/SafetySetting.md
index 5806267ee..2016b489d 100644
--- a/docs/api/google/generativeai/protos/SafetySetting.md
+++ b/docs/api/google/generativeai/protos/SafetySetting.md
@@ -12,7 +12,7 @@ description: Safety setting, affecting the safety-blocking behavior.
 
 
diff --git a/docs/api/google/generativeai/protos/Schema.md b/docs/api/google/generativeai/protos/Schema.md
index d23c8e7a1..0a6b80c3e 100644
--- a/docs/api/google/generativeai/protos/Schema.md
+++ b/docs/api/google/generativeai/protos/Schema.md
@@ -12,7 +12,7 @@ description: The Schema object allows the definition of input and output data ty
 
 
+
+
+
+
+
+
diff --git a/docs/api/google/generativeai/protos/Schema/PropertiesEntry.md b/docs/api/google/generativeai/protos/Schema/PropertiesEntry.md
index 03df0d63c..3bec5da72 100644
--- a/docs/api/google/generativeai/protos/Schema/PropertiesEntry.md
+++ b/docs/api/google/generativeai/protos/Schema/PropertiesEntry.md
@@ -31,30 +31,40 @@ The abstract base class for a message.
 
Args

 
 
+
 mapping (Union[dict, ~.Message]): A dictionary or message to be
 used to determine the values for this message.
+
 
 
 
 
+
 `ignore_unknown_fields`
+
 
 
+
 `Optional(bool`
 
 If True, do not raise errors for
     unknown fields. Only applied if `mapping` is a mapping type or there
     are keyword parameters.
+
 
 
 
+
 `kwargs`
+
 
 
+
 `dict`
 
 Keys and values corresponding to the fields of the
     message.
+
 
 
 
@@ -70,17 +80,25 @@ Keys and values corresponding to the fields of the
 
 
 
+
 `key`
+
 
 
+
 `string key`
+
 
 
 
+
 `value`
+
 
 
+
 `Schema value`
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/SearchEntryPoint.md b/docs/api/google/generativeai/protos/SearchEntryPoint.md
new file mode 100644
index 000000000..4f4389fc7
--- /dev/null
+++ b/docs/api/google/generativeai/protos/SearchEntryPoint.md
@@ -0,0 +1,67 @@
+description: Google search entry point.
+
+

+
+
+

+
+# google.generativeai.protos.SearchEntryPoint
+
+
+
+
+
+
+
+
+
+Google search entry point.
+
+
+
+
+
+
+
+ 
+
+
+
+
+
+
+
+
+
+
+
Attributes

+
+`rendered_content`
+
+
+
+`str`
+
+Optional. Web content snippet that can be
+embedded in a web page or an app webview.
+
+

+
+`sdk_blob`
+
+
+
+`bytes`
+
+Optional. Base64 encoded JSON representing
+array of  tuple.
+
+

+
+
+
diff --git a/docs/api/google/generativeai/protos/Segment.md b/docs/api/google/generativeai/protos/Segment.md
new file mode 100644
index 000000000..905d93e61
--- /dev/null
+++ b/docs/api/google/generativeai/protos/Segment.md
@@ -0,0 +1,97 @@
+description: Segment of the content.
+
+

+
+
+

+
+# google.generativeai.protos.Segment
+
+
+
+
+
+
+
+
+
+Segment of the content.
+
+
+
+
+
+
+
+ 
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
Attributes

+
+`part_index`
+
+
+
+`int`
+
+Output only. The index of a Part object
+within its parent Content object.
+
+

+
+`start_index`
+
+
+
+`int`
+
+Output only. Start index in the given Part,
+measured in bytes. Offset from the start of the
+Part, inclusive, starting at zero.
+
+

+
+`end_index`
+
+
+
+`int`
+
+Output only. End index in the given Part,
+measured in bytes. Offset from the start of the
+Part, exclusive, starting at zero.
+
+

+
+`text`
+
+
+
+`str`
+
+Output only. The text corresponding to the
+segment from the response.
+
+

+
+
+
diff --git a/docs/api/google/generativeai/protos/SemanticRetrieverConfig.md b/docs/api/google/generativeai/protos/SemanticRetrieverConfig.md
index 1d930b0ec..8f1ca11ff 100644
--- a/docs/api/google/generativeai/protos/SemanticRetrieverConfig.md
+++ b/docs/api/google/generativeai/protos/SemanticRetrieverConfig.md
@@ -11,7 +11,7 @@ description: Configuration for retrieving grounding content from a Corpus or Doc
 
 
diff --git a/docs/api/google/generativeai/protos/StringList.md b/docs/api/google/generativeai/protos/StringList.md
index d36980c9d..1115626f0 100644
--- a/docs/api/google/generativeai/protos/StringList.md
+++ b/docs/api/google/generativeai/protos/StringList.md
@@ -34,12 +34,16 @@ User provided string values assigned to a single metadata key.
 
 
 
+
 `values`
+
 
 
+
 `MutableSequence[str]`
 
 The string values of the metadata to store.
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/TaskType.md b/docs/api/google/generativeai/protos/TaskType.md
index 159d41c7a..ba278c239 100644
--- a/docs/api/google/generativeai/protos/TaskType.md
+++ b/docs/api/google/generativeai/protos/TaskType.md
@@ -45,6 +45,7 @@ description: Type of task for which the embedding will be used.
 
 
 
+
 
 
 
@@ -62,7 +63,7 @@ description: Type of task for which the embedding will be used.
 
 
@@ -183,31 +216,47 @@ for fact verification.
 
 
 
+
 `denominator`
+
 
 
+
 the denominator of a rational number in lowest terms
+
 
 
 
+
 `imag`
+
 
 
+
 the imaginary part of a complex number
+
 
 
 
+
 `numerator`
+
 
 
+
 the numerator of a rational number in lowest terms
+
 
 
 
+
 `real`
+
 
 
+
 the real part of a complex number
+
 
 
 
@@ -222,10 +271,9 @@ the real part of a complex number
 as_integer_ratio()
-Return integer ratio. +Return a pair of integers, whose ratio is equal to the original int. -Return a pair of integers, whose ratio is exactly equal to the original int -and with a positive denominator. +The ratio is in lowest terms and has a positive denominator. ``` >>> (10).as_integer_ratio() @@ -301,6 +349,15 @@ byteorder signed Indicates whether two's complement is used to represent the integer. +

is_integer

+ +
+is_integer()
+
+ +Returns True. Exists for duck type compatibility with float.is_integer. + +

to_bytes

@@ -712,59 +769,91 @@ Return self^value.
 
 
 
+
 CLASSIFICATION
+
 
 
+
 ``
+
 
 
 
+
 CLUSTERING
+
 
 
+
 ``
+
 
 
 
+
 FACT_VERIFICATION
+
 
 
+
 ``
+
 
 
 
+
 QUESTION_ANSWERING
+
 
 
+
 ``
+
 
 
 
+
 RETRIEVAL_DOCUMENT
+
 
 
+
 ``
+
 
 
 
+
 RETRIEVAL_QUERY
+
 
 
+
 ``
+
 
 
 
+
 SEMANTIC_SIMILARITY
+
 
 
+
 ``
+
 
 
 
+
 TASK_TYPE_UNSPECIFIED
+
 
 
+
 ``
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/TextCompletion.md b/docs/api/google/generativeai/protos/TextCompletion.md
index 0331b5fb4..2de04da5e 100644
--- a/docs/api/google/generativeai/protos/TextCompletion.md
+++ b/docs/api/google/generativeai/protos/TextCompletion.md
@@ -34,30 +34,41 @@ Output text returned from a model.
 
 
 
+
 `output`
+
 
 
+
 `str`
 
 Output only. The generated text returned from
 the model.
+
 
 
 
+
 `safety_ratings`
+
 
 
+
 `MutableSequence[google.ai.generativelanguage.SafetyRating]`
 
 Ratings for the safety of a response.
 
 There is at most one rating per category.
+
 
 
 
+
 `citation_metadata`
+
 
 
+
 `google.ai.generativelanguage.CitationMetadata`
 
 Output only. Citation information for model-generated
@@ -66,6 +77,7 @@ Output only. Citation information for model-generated
 This field may be populated with attribution information for
 any text included in the ``output``.
 
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/TextPrompt.md b/docs/api/google/generativeai/protos/TextPrompt.md
index 5b51b8057..d72368636 100644
--- a/docs/api/google/generativeai/protos/TextPrompt.md
+++ b/docs/api/google/generativeai/protos/TextPrompt.md
@@ -36,12 +36,16 @@ completion.
 
 
 
+
 `text`
+
 
 
+
 `str`
 
 Required. The prompt text.
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/Tool.md b/docs/api/google/generativeai/protos/Tool.md
index 3e4c0bb48..61c06cc0a 100644
--- a/docs/api/google/generativeai/protos/Tool.md
+++ b/docs/api/google/generativeai/protos/Tool.md
@@ -11,7 +11,7 @@ description: Tool details that the model may use to generate response.
 
 
+
+
+
diff --git a/docs/api/google/generativeai/protos/ToolConfig.md b/docs/api/google/generativeai/protos/ToolConfig.md
index 3c18c3a18..ded14bf11 100644
--- a/docs/api/google/generativeai/protos/ToolConfig.md
+++ b/docs/api/google/generativeai/protos/ToolConfig.md
@@ -11,7 +11,7 @@ description: The Tool configuration containing parameters for specifying Tool us
 
 
diff --git a/docs/api/google/generativeai/protos/TransferOwnershipRequest.md b/docs/api/google/generativeai/protos/TransferOwnershipRequest.md
index ebf034974..e46ea56c2 100644
--- a/docs/api/google/generativeai/protos/TransferOwnershipRequest.md
+++ b/docs/api/google/generativeai/protos/TransferOwnershipRequest.md
@@ -34,25 +34,33 @@ Request to transfer the ownership of the tuned model.
 
 
 
+
 `name`
+
 
 
+
 `str`
 
 Required. The resource name of the tuned model to transfer
 ownership.
 
 Format: ``tunedModels/my-model-id``
+
 
 
 
+
 `email_address`
+
 
 
+
 `str`
 
 Required. The email address of the user to
 whom the tuned model is being transferred to.
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/TunedModel.md b/docs/api/google/generativeai/protos/TunedModel.md
index a9517d69b..e069dce72 100644
--- a/docs/api/google/generativeai/protos/TunedModel.md
+++ b/docs/api/google/generativeai/protos/TunedModel.md
@@ -12,7 +12,7 @@ description: A fine-tuned model created using ModelService.CreateTunedModel.
 
 
+
+
+
diff --git a/docs/api/google/generativeai/protos/TunedModelSource.md b/docs/api/google/generativeai/protos/TunedModelSource.md
index 710c06e4b..b1b36d14d 100644
--- a/docs/api/google/generativeai/protos/TunedModelSource.md
+++ b/docs/api/google/generativeai/protos/TunedModelSource.md
@@ -11,7 +11,7 @@ description: Tuned model as a source for training a new model.
 
 
diff --git a/docs/api/google/generativeai/protos/TuningExample.md b/docs/api/google/generativeai/protos/TuningExample.md
index bcbdfc7e3..449e5ef41 100644
--- a/docs/api/google/generativeai/protos/TuningExample.md
+++ b/docs/api/google/generativeai/protos/TuningExample.md
@@ -11,7 +11,7 @@ description: A single example for tuning.
 
 
diff --git a/docs/api/google/generativeai/protos/TuningExamples.md b/docs/api/google/generativeai/protos/TuningExamples.md
index 6a9e8670a..de7fdf98b 100644
--- a/docs/api/google/generativeai/protos/TuningExamples.md
+++ b/docs/api/google/generativeai/protos/TuningExamples.md
@@ -11,7 +11,7 @@ description: A set of tuning examples. Can be training or validation data.
 
 
diff --git a/docs/api/google/generativeai/protos/TuningSnapshot.md b/docs/api/google/generativeai/protos/TuningSnapshot.md
index 1e088b8f4..80fa0e41a 100644
--- a/docs/api/google/generativeai/protos/TuningSnapshot.md
+++ b/docs/api/google/generativeai/protos/TuningSnapshot.md
@@ -11,7 +11,7 @@ description: Record for a single tuning step.
 
 
diff --git a/docs/api/google/generativeai/protos/TuningTask.md b/docs/api/google/generativeai/protos/TuningTask.md
index 8d4a15d9e..b28dd4481 100644
--- a/docs/api/google/generativeai/protos/TuningTask.md
+++ b/docs/api/google/generativeai/protos/TuningTask.md
@@ -11,7 +11,7 @@ description: Tuning tasks that create tuned models.
 
 
diff --git a/docs/api/google/generativeai/protos/Type.md b/docs/api/google/generativeai/protos/Type.md
index 8184c30fc..9954f5155 100644
--- a/docs/api/google/generativeai/protos/Type.md
+++ b/docs/api/google/generativeai/protos/Type.md
@@ -45,6 +45,7 @@ description: Type contains the list of OpenAPI data types as defined by https://
 
 
 
+
 
 
 
@@ -61,7 +62,7 @@ description: Type contains the list of OpenAPI data types as defined by https://
 
 
@@ -165,31 +194,47 @@ Object type.
 
 
 
+
 `denominator`
+
 
 
+
 the denominator of a rational number in lowest terms
+
 
 
 
+
 `imag`
+
 
 
+
 the imaginary part of a complex number
+
 
 
 
+
 `numerator`
+
 
 
+
 the numerator of a rational number in lowest terms
+
 
 
 
+
 `real`
+
 
 
+
 the real part of a complex number
+
 
 
 
@@ -204,10 +249,9 @@ the real part of a complex number
 as_integer_ratio()
-Return integer ratio. +Return a pair of integers, whose ratio is equal to the original int. -Return a pair of integers, whose ratio is exactly equal to the original int -and with a positive denominator. +The ratio is in lowest terms and has a positive denominator. ``` >>> (10).as_integer_ratio() @@ -283,6 +327,15 @@ byteorder signed Indicates whether two's complement is used to represent the integer. +

is_integer

+ +
+is_integer()
+
+ +Returns True. Exists for duck type compatibility with float.is_integer. + +

to_bytes

@@ -694,52 +747,80 @@ Return self^value.
 
 
 
+
 ARRAY
+
 
 
+
 ``
+
 
 
 
+
 BOOLEAN
+
 
 
+
 ``
+
 
 
 
+
 INTEGER
+
 
 
+
 ``
+
 
 
 
+
 NUMBER
+
 
 
+
 ``
+
 
 
 
+
 OBJECT
+
 
 
+
 ``
+
 
 
 
+
 STRING
+
 
 
+
 ``
+
 
 
 
+
 TYPE_UNSPECIFIED
+
 
 
+
 ``
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/UpdateCachedContentRequest.md b/docs/api/google/generativeai/protos/UpdateCachedContentRequest.md
index 68899d656..f3732ef90 100644
--- a/docs/api/google/generativeai/protos/UpdateCachedContentRequest.md
+++ b/docs/api/google/generativeai/protos/UpdateCachedContentRequest.md
@@ -34,21 +34,29 @@ Request to update CachedContent.
 
 
 
+
 `cached_content`
+
 
 
+
 `google.ai.generativelanguage.CachedContent`
 
 Required. The content cache entry to update
+
 
 
 
+
 `update_mask`
+
 
 
+
 `google.protobuf.field_mask_pb2.FieldMask`
 
 The list of fields to update.
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/UpdateChunkRequest.md b/docs/api/google/generativeai/protos/UpdateChunkRequest.md
index df0ad7619..3c6dbade8 100644
--- a/docs/api/google/generativeai/protos/UpdateChunkRequest.md
+++ b/docs/api/google/generativeai/protos/UpdateChunkRequest.md
@@ -34,22 +34,30 @@ Request to update a ``Chunk``.
 
 
 
+
 `chunk`
+
 
 
+
 `google.ai.generativelanguage.Chunk`
 
 Required. The ``Chunk`` to update.
+
 
 
 
+
 `update_mask`
+
 
 
+
 `google.protobuf.field_mask_pb2.FieldMask`
 
 Required. The list of fields to update. Currently, this only
 supports updating ``custom_metadata`` and ``data``.
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/UpdateCorpusRequest.md b/docs/api/google/generativeai/protos/UpdateCorpusRequest.md
index c38d4fd20..1933898e2 100644
--- a/docs/api/google/generativeai/protos/UpdateCorpusRequest.md
+++ b/docs/api/google/generativeai/protos/UpdateCorpusRequest.md
@@ -34,22 +34,30 @@ Request to update a ``Corpus``.
 
 
 
+
 `corpus`
+
 
 
+
 `google.ai.generativelanguage.Corpus`
 
 Required. The ``Corpus`` to update.
+
 
 
 
+
 `update_mask`
+
 
 
+
 `google.protobuf.field_mask_pb2.FieldMask`
 
 Required. The list of fields to update. Currently, this only
 supports updating ``display_name``.
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/UpdateDocumentRequest.md b/docs/api/google/generativeai/protos/UpdateDocumentRequest.md
index d0b903835..d7591f458 100644
--- a/docs/api/google/generativeai/protos/UpdateDocumentRequest.md
+++ b/docs/api/google/generativeai/protos/UpdateDocumentRequest.md
@@ -34,22 +34,30 @@ Request to update a ``Document``.
 
 
 
+
 `document`
+
 
 
+
 `google.ai.generativelanguage.Document`
 
 Required. The ``Document`` to update.
+
 
 
 
+
 `update_mask`
+
 
 
+
 `google.protobuf.field_mask_pb2.FieldMask`
 
 Required. The list of fields to update. Currently, this only
 supports updating ``display_name`` and ``custom_metadata``.
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/UpdatePermissionRequest.md b/docs/api/google/generativeai/protos/UpdatePermissionRequest.md
index 1a04f87ed..4f07f612d 100644
--- a/docs/api/google/generativeai/protos/UpdatePermissionRequest.md
+++ b/docs/api/google/generativeai/protos/UpdatePermissionRequest.md
@@ -34,26 +34,34 @@ Request to update the ``Permission``.
 
 
 
+
 `permission`
+
 
 
+
 `google.ai.generativelanguage.Permission`
 
 Required. The permission to update.
 
 The permission's ``name`` field is used to identify the
 permission to update.
+
 
 
 
+
 `update_mask`
+
 
 
+
 `google.protobuf.field_mask_pb2.FieldMask`
 
 Required. The list of fields to update. Accepted ones:
 
 -  role (Permission.role field)
+
 
 
 
diff --git a/docs/api/google/generativeai/protos/UpdateTunedModelRequest.md b/docs/api/google/generativeai/protos/UpdateTunedModelRequest.md
index 76ab1573c..7ed26190b 100644
--- a/docs/api/google/generativeai/protos/UpdateTunedModelRequest.md
+++ b/docs/api/google/generativeai/protos/UpdateTunedModelRequest.md
@@ -11,7 +11,7 @@ description: Request to update a TunedModel.
 
 
diff --git a/docs/api/google/generativeai/protos/VideoMetadata.md b/docs/api/google/generativeai/protos/VideoMetadata.md
index 5f8d7c590..454f0775d 100644
--- a/docs/api/google/generativeai/protos/VideoMetadata.md
+++ b/docs/api/google/generativeai/protos/VideoMetadata.md
@@ -34,12 +34,16 @@ Metadata for a video ``File``.
 
 
 
+
 `video_duration`
+
 
 
+
 `google.protobuf.duration_pb2.Duration`
 
 Duration of the video.
+
 
 
 
diff --git a/docs/api/google/generativeai/types.md b/docs/api/google/generativeai/types.md
index 9dacfa610..2c0480856 100644
--- a/docs/api/google/generativeai/types.md
+++ b/docs/api/google/generativeai/types.md
@@ -29,9 +29,7 @@ A collection of type definitions used throughout the library.
 
 [`class AsyncGenerateContentResponse`](../../google/generativeai/types/AsyncGenerateContentResponse.md): This is the async version of `genai.GenerateContentResponse`.
 
-[`class AuthorError`](../../google/generativeai/types/AuthorError.md): Raised by the `chat` (or `reply`) functions when the author list can't be normalized.
-
-[`class BlobDict`](../../google/generativeai/types/BlobDict.md): dict() -> new empty dictionary dict(mapping) -> new dictionary initialized from a mapping object's (key, value) pairs dict(iterable) -> new dictionary initialized as if via: d = {} for k, v in iterable: d[k] = v dict(**kwargs) -> new dictionary initialized with the name=value pairs in the keyword argument list.
+[`class BlobDict`](../../google/generativeai/types/BlobDict.md)
 
 [`class BlockedPromptException`](../../google/generativeai/types/BlockedPromptException.md): Common base class for all non-exit exceptions.
 
@@ -41,23 +39,17 @@ A collection of type definitions used throughout the library.
 
 [`class CallableFunctionDeclaration`](../../google/generativeai/types/CallableFunctionDeclaration.md): An extension of `FunctionDeclaration` that can be built from a python function, and is callable.
 
-[`class ChatResponse`](../../google/generativeai/types/ChatResponse.md): A chat response from the model.
-
 [`class CitationMetadataDict`](../../google/generativeai/types/CitationMetadataDict.md): A collection of source attributions for a piece of content.
 
 [`class CitationSourceDict`](../../google/generativeai/types/CitationSourceDict.md): A citation to a source for a portion of a specific response.
 
-[`class Completion`](../../google/generativeai/types/Completion.md): The result returned by generativeai.generate_text.
-
-[`class ContentDict`](../../google/generativeai/types/ContentDict.md): dict() -> new empty dictionary dict(mapping) -> new dictionary initialized from a mapping object's (key, value) pairs dict(iterable) -> new dictionary initialized as if via: d = {} for k, v in iterable: d[k] = v dict(**kwargs) -> new dictionary initialized with the name=value pairs in the keyword argument list.
+[`class ContentDict`](../../google/generativeai/types/ContentDict.md)
 
 [`class ContentFilterDict`](../../google/generativeai/types/ContentFilterDict.md): Content filtering metadata associated with processing a single request.
 
-[`class ExampleDict`](../../google/generativeai/types/ExampleDict.md): A dict representation of a protos.Example.
-
 [`class File`](../../google/generativeai/types/File.md)
 
-[`class FileDataDict`](../../google/generativeai/types/FileDataDict.md): dict() -> new empty dictionary dict(mapping) -> new dictionary initialized from a mapping object's (key, value) pairs dict(iterable) -> new dictionary initialized as if via: d = {} for k, v in iterable: d[k] = v dict(**kwargs) -> new dictionary initialized with the name=value pairs in the keyword argument list.
+[`class FileDataDict`](../../google/generativeai/types/FileDataDict.md)
 
 [`class FunctionDeclaration`](../../google/generativeai/types/FunctionDeclaration.md)
 
@@ -67,7 +59,7 @@ A collection of type definitions used throughout the library.
 
 [`class GenerationConfig`](../../google/generativeai/types/GenerationConfig.md): A simple dataclass used to configure the generation parameters of GenerativeModel.generate_content.
 
-[`class GenerationConfigDict`](../../google/generativeai/types/GenerationConfigDict.md): dict() -> new empty dictionary dict(mapping) -> new dictionary initialized from a mapping object's (key, value) pairs dict(iterable) -> new dictionary initialized as if via: d = {} for k, v in iterable: d[k] = v dict(**kwargs) -> new dictionary initialized with the name=value pairs in the keyword argument list.
+[`class GenerationConfigDict`](../../google/generativeai/types/GenerationConfigDict.md)
 
 [`class HarmBlockThreshold`](../../google/generativeai/types/HarmBlockThreshold.md): Block at and beyond a specified harm probability.
 
@@ -77,13 +69,9 @@ A collection of type definitions used throughout the library.
 
 [`class IncompleteIterationError`](../../google/generativeai/types/IncompleteIterationError.md): Common base class for all non-exit exceptions.
 
-[`class MessageDict`](../../google/generativeai/types/MessageDict.md): A dict representation of a protos.Message.
-
-[`class MessagePromptDict`](../../google/generativeai/types/MessagePromptDict.md): A dict representation of a protos.MessagePrompt.
-
 [`class Model`](../../google/generativeai/types/Model.md): A dataclass representation of a protos.Model.
 
-[`class PartDict`](../../google/generativeai/types/PartDict.md): dict() -> new empty dictionary dict(mapping) -> new dictionary initialized from a mapping object's (key, value) pairs dict(iterable) -> new dictionary initialized as if via: d = {} for k, v in iterable: d[k] = v dict(**kwargs) -> new dictionary initialized with the name=value pairs in the keyword argument list.
+[`class PartDict`](../../google/generativeai/types/PartDict.md)
 
 [`class Permission`](../../google/generativeai/types/Permission.md): A permission to access a resource.
 
@@ -91,8 +79,6 @@ A collection of type definitions used throughout the library.
 
 [`class RequestOptions`](../../google/generativeai/types/RequestOptions.md): Request options
 
-[`class ResponseDict`](../../google/generativeai/types/ResponseDict.md): A dict representation of a protos.GenerateMessageResponse.
-
 [`class SafetyFeedbackDict`](../../google/generativeai/types/SafetyFeedbackDict.md): Safety feedback for an entire request.
 
 [`class SafetyRatingDict`](../../google/generativeai/types/SafetyRatingDict.md): Safety rating for a piece of content.
@@ -103,9 +89,9 @@ A collection of type definitions used throughout the library.
 
 [`class StopCandidateException`](../../google/generativeai/types/StopCandidateException.md): Common base class for all non-exit exceptions.
 
-[`class Tool`](../../google/generativeai/types/Tool.md): A wrapper for protos.Tool, Contains a collection of related `FunctionDeclaration` objects.
+[`class Tool`](../../google/generativeai/types/Tool.md): A wrapper for protos.Tool, Contains a collection of related `FunctionDeclaration` objects, protos.CodeExecution object, and protos.GoogleSearchRetrieval object.
 
-[`class ToolDict`](../../google/generativeai/types/ToolDict.md): dict() -> new empty dictionary dict(mapping) -> new dictionary initialized from a mapping object's (key, value) pairs dict(iterable) -> new dictionary initialized as if via: d = {} for k, v in iterable: d[k] = v dict(**kwargs) -> new dictionary initialized with the name=value pairs in the keyword argument list.
+[`class ToolDict`](../../google/generativeai/types/ToolDict.md)
 
 [`class TunedModel`](../../google/generativeai/types/TunedModel.md): A dataclass representation of a protos.TunedModel.
 
@@ -131,10 +117,6 @@ A collection of type definitions used throughout the library.
 
 [`ContentsType`](../../google/generativeai/types/ContentsType.md)
 
-[`ExampleOptions`](../../google/generativeai/types/ExampleOptions.md)
-
-[`ExamplesOptions`](../../google/generativeai/types/ExamplesOptions.md)
-
 [`FileDataType`](../../google/generativeai/types/FileDataType.md)
 
 [`FunctionDeclarationType`](../../google/generativeai/types/FunctionDeclarationType.md)
@@ -143,12 +125,6 @@ A collection of type definitions used throughout the library.
 
 [`GenerationConfigType`](../../google/generativeai/types/GenerationConfigType.md)
 
-[`MessageOptions`](../../google/generativeai/types/MessageOptions.md)
-
-[`MessagePromptOptions`](../../google/generativeai/types/MessagePromptOptions.md)
-
-[`MessagesOptions`](../../google/generativeai/types/MessagesOptions.md)
-
 [`ModelNameOptions`](../../google/generativeai/types/AnyModelNameOptions.md)
 
 [`ModelsIterable`](../../google/generativeai/types/ModelsIterable.md)
@@ -172,10 +148,14 @@ A collection of type definitions used throughout the library.
 
 
 
+
 annotations
+
 
 
+
 Instance of `__future__._Feature`
+
 
 
 
diff --git a/docs/api/google/generativeai/types/AsyncGenerateContentResponse.md b/docs/api/google/generativeai/types/AsyncGenerateContentResponse.md
index 0e302ea41..311b0c2b3 100644
--- a/docs/api/google/generativeai/types/AsyncGenerateContentResponse.md
+++ b/docs/api/google/generativeai/types/AsyncGenerateContentResponse.md
@@ -16,7 +16,7 @@ description: This is the async version of genai.GenerateContentResponse.
 
 
@@ -93,7 +113,7 @@ A quick accessor equivalent to `self.candidates[0].content.parts[0].text`
 
 
from_aiterator

 
-View source
+View source
 
 
 from_aiterator(
@@ -106,7 +126,7 @@ A quick accessor equivalent to `self.candidates[0].content.parts[0].text`
 
 
from_response

 
-View source
+View source
 
 
 @classmethod
@@ -120,7 +140,7 @@ A quick accessor equivalent to `self.candidates[0].content.parts[0].text`
 
 
resolve

 
-View source
+View source
 
 
 resolve()
@@ -131,7 +151,7 @@ A quick accessor equivalent to `self.candidates[0].content.parts[0].text`
 
 
to_dict

 
-View source
+View source
 
 
 to_dict()
diff --git a/docs/api/google/generativeai/types/BlobDict.md b/docs/api/google/generativeai/types/BlobDict.md
index b13257433..2a6348f3b 100644
--- a/docs/api/google/generativeai/types/BlobDict.md
+++ b/docs/api/google/generativeai/types/BlobDict.md
@@ -1,5 +1,3 @@
-description: dict() -> new empty dictionary dict(mapping) -> new dictionary initialized from a mapping object's (key, value) pairs dict(iterable) -> new dictionary initialized as if via: d = {} for k, v in iterable: d[k] = v dict(**kwargs) -> new dictionary initialized with the name=value pairs in the keyword argument list.
-
 

 
 
@@ -11,7 +9,7 @@ description: dict() -> new empty dictionary dict(mapping) -> new dictionary init
 
 
diff --git a/docs/api/google/generativeai/types/BrokenResponseError.md b/docs/api/google/generativeai/types/BrokenResponseError.md
index 073ade6c0..109eb5e6e 100644
--- a/docs/api/google/generativeai/types/BrokenResponseError.md
+++ b/docs/api/google/generativeai/types/BrokenResponseError.md
@@ -11,7 +11,7 @@ description: Common base class for all non-exit exceptions.
 
 
diff --git a/docs/api/google/generativeai/types/CitationSourceDict.md b/docs/api/google/generativeai/types/CitationSourceDict.md
index 2df1ee443..f54d3ba87 100644
--- a/docs/api/google/generativeai/types/CitationSourceDict.md
+++ b/docs/api/google/generativeai/types/CitationSourceDict.md
@@ -34,9 +34,12 @@ A citation to a source for a portion of a specific response.
 
 
 
+
 `start_index`
+
 
 
+
 `int`
 
 Optional. Start of segment of the response
@@ -44,38 +47,51 @@ that is attributed to this source.
 
 Index indicates the start of the segment,
 measured in bytes.
+
 
 
 
+
 `end_index`
+
 
 
+
 `int`
 
 Optional. End of the attributed segment,
 exclusive.
+
 
 
 
+
 `uri`
+
 
 
+
 `str`
 
 Optional. URI that is attributed as a source
 for a portion of the text.
+
 
 
 
+
 `license_`
+
 
 
+
 `str`
 
 Optional. License for the GitHub project that
 is attributed as a source for segment.
 
 License info is required for code citations.
+
 
 
 
diff --git a/docs/api/google/generativeai/types/Completion.md b/docs/api/google/generativeai/types/Completion.md
deleted file mode 100644
index 9b7ac8daf..000000000
--- a/docs/api/google/generativeai/types/Completion.md
+++ /dev/null
@@ -1,97 +0,0 @@
-description: The result returned by generativeai.generate_text.
-
-

-
-
-
-
-

-
-# google.generativeai.types.Completion
-
-
-
-
-
-
-
-
-
-The result returned by generativeai.generate_text.
-
-
-
-Use GenerateTextResponse.candidates to access all the completions generated by the model.
-
-
-
-
- 
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
Attributes

-`candidates`
-
-A list of candidate text completions generated by the model.
-

-`result`
-
-The output of the first candidate,
-

-`filters`
-
-Indicates the reasons why content may have been blocked.
-See types.BlockedReason.
-

-`safety_feedback`
-
-Indicates which safety settings blocked content in this result.
-

-
-
-
-## Methods
-
-
to_dict

-
-View source
-
-
-to_dict() -> Dict[str, Any]
-

-
-
-
-
-
__eq__

-
-
-__eq__(
-    other
-)
-

-
-Return self==value.
-
-
-
-
diff --git a/docs/api/google/generativeai/types/ContentDict.md b/docs/api/google/generativeai/types/ContentDict.md
index 3334b93a0..1427a3690 100644
--- a/docs/api/google/generativeai/types/ContentDict.md
+++ b/docs/api/google/generativeai/types/ContentDict.md
@@ -1,5 +1,3 @@
-description: dict() -> new empty dictionary dict(mapping) -> new dictionary initialized from a mapping object's (key, value) pairs dict(iterable) -> new dictionary initialized as if via: d = {} for k, v in iterable: d[k] = v dict(**kwargs) -> new dictionary initialized with the name=value pairs in the keyword argument list.
-
 

 
 
@@ -11,7 +9,7 @@ description: dict() -> new empty dictionary dict(mapping) -> new dictionary init
 
 
diff --git a/docs/api/google/generativeai/types/ExampleDict.md b/docs/api/google/generativeai/types/ExampleDict.md
deleted file mode 100644
index a2fae446a..000000000
--- a/docs/api/google/generativeai/types/ExampleDict.md
+++ /dev/null
@@ -1,27 +0,0 @@
-description: A dict representation of a protos.Example.
-
-

-
-
-

-
-# google.generativeai.types.ExampleDict
-
-
-
-
-
-
-
-
-
-A dict representation of a protos.Example.
-
-
-
-
diff --git a/docs/api/google/generativeai/types/ExampleOptions.md b/docs/api/google/generativeai/types/ExampleOptions.md
deleted file mode 100644
index 6aa3bc965..000000000
--- a/docs/api/google/generativeai/types/ExampleOptions.md
+++ /dev/null
@@ -1,26 +0,0 @@
-

-
-
-

-
-# google.generativeai.types.ExampleOptions
-
-
-This symbol is a **type alias**.
-
-
-
-#### Source:
-
-
-ExampleOptions = Union[
-    tuple[google.generativeai.types.MessageOptions, google.generativeai.types.MessageOptions],
-    Iterable[google.generativeai.types.MessageOptions],
-    google.generativeai.types.ExampleDict,
-    google.generativeai.protos.Example
-]
-

-
-
-
-
diff --git a/docs/api/google/generativeai/types/ExamplesOptions.md b/docs/api/google/generativeai/types/ExamplesOptions.md
deleted file mode 100644
index 71389d120..000000000
--- a/docs/api/google/generativeai/types/ExamplesOptions.md
+++ /dev/null
@@ -1,27 +0,0 @@
-

-
-
-

-
-# google.generativeai.types.ExamplesOptions
-
-
-This symbol is a **type alias**.
-
-
-
-#### Source:
-
-
-ExamplesOptions = Union[
-    tuple[google.generativeai.types.MessageOptions, google.generativeai.types.MessageOptions],
-    Iterable[google.generativeai.types.MessageOptions],
-    google.generativeai.types.ExampleDict,
-    google.generativeai.protos.Example,
-    Iterable[google.generativeai.types.ExampleOptions]
-]
-

-
-
-
-
diff --git a/docs/api/google/generativeai/types/File.md b/docs/api/google/generativeai/types/File.md
index 52f5d6996..a9aca8d50 100644
--- a/docs/api/google/generativeai/types/File.md
+++ b/docs/api/google/generativeai/types/File.md
@@ -44,87 +44,135 @@
 
 
 
+
 `create_time`
+
 
 
 
+
+
 
 
 
+
 `display_name`
+
 
 
 
+
+
 
 
 
+
 `error`
+
 
 
 
+
+
 
 
 
+
 `expiration_time`
+
 
 
 
+
+
 
 
 
+
 `mime_type`
+
 
 
 
+
+
 
 
 
+
 `name`
+
 
 
 
+
+
 
 
 
+
 `sha256_hash`
+
 
 
 
+
+
 
 
 
+
 `size_bytes`
+
 
 
 
+
+
 
 
 
+
 `state`
+
 
 
 
+
+
 
 
 
+
 `update_time`
+
 
 
 
+
+
 
 
 
+
 `uri`
+
 
 
 
+
+
 
 
 
+
 `video_metadata`
+
 
 
 
+
+
 
 
 
diff --git a/docs/api/google/generativeai/types/FileDataDict.md b/docs/api/google/generativeai/types/FileDataDict.md
index 455cafc5d..be55db7bf 100644
--- a/docs/api/google/generativeai/types/FileDataDict.md
+++ b/docs/api/google/generativeai/types/FileDataDict.md
@@ -1,5 +1,3 @@
-description: dict() -> new empty dictionary dict(mapping) -> new dictionary initialized from a mapping object's (key, value) pairs dict(iterable) -> new dictionary initialized as if via: d = {} for k, v in iterable: d[k] = v dict(**kwargs) -> new dictionary initialized with the name=value pairs in the keyword argument list.
-
 

 
 
@@ -20,8 +18,8 @@ description: dict() -> new empty dictionary dict(mapping) -> new dictionary init
 
 
 
-dict() -> new empty dictionary dict(mapping) -> new dictionary initialized from a mapping object's (key, value) pairs dict(iterable) -> new dictionary initialized as if via: d = {} for k, v in iterable: d[k] = v dict(**kwargs) -> new dictionary initialized with the name=value pairs in the keyword argument list.
+
 
 
-  For example:  dict(one=1, two=2)
+
 
diff --git a/docs/api/google/generativeai/types/FunctionDeclaration.md b/docs/api/google/generativeai/types/FunctionDeclaration.md
index 672fd711d..e48e978a2 100644
--- a/docs/api/google/generativeai/types/FunctionDeclaration.md
+++ b/docs/api/google/generativeai/types/FunctionDeclaration.md
@@ -13,7 +13,7 @@
 
 
@@ -72,7 +84,7 @@
 
 
from_function

 
-View source
+View source
 
 
 @staticmethod
@@ -94,7 +106,7 @@ contents. But you can build these manually.
 
 
from_proto

 
-View source
+View source
 
 
 @classmethod
@@ -108,7 +120,7 @@ contents. But you can build these manually.
 
 
to_proto

 
-View source
+View source
 
 
 to_proto() -> protos.FunctionDeclaration
diff --git a/docs/api/google/generativeai/types/FunctionLibrary.md b/docs/api/google/generativeai/types/FunctionLibrary.md
index e8d386181..62f7d8f96 100644
--- a/docs/api/google/generativeai/types/FunctionLibrary.md
+++ b/docs/api/google/generativeai/types/FunctionLibrary.md
@@ -15,7 +15,7 @@ description: A container for a set of Tool objects, manages lookup and execution
 
 
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
diff --git a/docs/api/google/generativeai/types/GenerationConfigDict.md b/docs/api/google/generativeai/types/GenerationConfigDict.md
index 9cd508a9a..03b8d73fb 100644
--- a/docs/api/google/generativeai/types/GenerationConfigDict.md
+++ b/docs/api/google/generativeai/types/GenerationConfigDict.md
@@ -1,5 +1,3 @@
-description: dict() -> new empty dictionary dict(mapping) -> new dictionary initialized from a mapping object's (key, value) pairs dict(iterable) -> new dictionary initialized as if via: d = {} for k, v in iterable: d[k] = v dict(**kwargs) -> new dictionary initialized with the name=value pairs in the keyword argument list.
-
 

 
 
@@ -11,7 +9,7 @@ description: dict() -> new empty dictionary dict(mapping) -> new dictionary init
 
 
@@ -194,10 +245,9 @@ the real part of a complex number
 as_integer_ratio()
 

 
-Return integer ratio.
+Return a pair of integers, whose ratio is equal to the original int.
 
-Return a pair of integers, whose ratio is exactly equal to the original int
-and with a positive denominator.
+The ratio is in lowest terms and has a positive denominator.
 
 ```
 >>> (10).as_integer_ratio()
@@ -273,6 +323,15 @@ byteorder
 signed
   Indicates whether two's complement is used to represent the integer.
 
+
is_integer

+
+
+is_integer()
+

+
+Returns True. Exists for duck type compatibility with float.is_integer.
+
+
 
to_bytes

 
 
@@ -684,38 +743,69 @@ Return self^value.
 
 
 
+
 BLOCK_LOW_AND_ABOVE
+
 
 
+
 ``
+
 
 
 
+
 BLOCK_MEDIUM_AND_ABOVE
+
 
 
+
 ``
+
 
 
 
+
 BLOCK_NONE
+
 
 
+
 ``
+
 
 
 
+
 BLOCK_ONLY_HIGH
+
 
 
+
 ``
+
 
 
 
+
 HARM_BLOCK_THRESHOLD_UNSPECIFIED
+
 
 
+
 ``
+
+
+
+
+
+OFF
+
+
+
+
+``
+
 
 
 
diff --git a/docs/api/google/generativeai/types/HarmCategory.md b/docs/api/google/generativeai/types/HarmCategory.md
index a22f1f060..b469e8b2d 100644
--- a/docs/api/google/generativeai/types/HarmCategory.md
+++ b/docs/api/google/generativeai/types/HarmCategory.md
@@ -45,6 +45,7 @@ description: Harm Categories supported by the gemini-family model
 
 
 
+
 
 
 
@@ -90,31 +91,47 @@ Harm Categories supported by the gemini-family model
 
 
 
+
 `denominator`
+
 
 
+
 the denominator of a rational number in lowest terms
+
 
 
 
+
 `imag`
+
 
 
+
 the imaginary part of a complex number
+
 
 
 
+
 `numerator`
+
 
 
+
 the numerator of a rational number in lowest terms
+
 
 
 
+
 `real`
+
 
 
+
 the real part of a complex number
+
 
 
 
@@ -129,10 +146,9 @@ the real part of a complex number
 as_integer_ratio()
 

 
-Return integer ratio.
+Return a pair of integers, whose ratio is equal to the original int.
 
-Return a pair of integers, whose ratio is exactly equal to the original int
-and with a positive denominator.
+The ratio is in lowest terms and has a positive denominator.
 
 ```
 >>> (10).as_integer_ratio()
@@ -208,6 +224,15 @@ byteorder
 signed
   Indicates whether two's complement is used to represent the integer.
 
+
is_integer

+
+
+is_integer()
+

+
+Returns True. Exists for duck type compatibility with float.is_integer.
+
+
 
to_bytes

 
 
@@ -619,38 +644,58 @@ Return self^value.
 
 
 
+
 HARM_CATEGORY_DANGEROUS_CONTENT
+
 
 
+
 ``
+
 
 
 
+
 HARM_CATEGORY_HARASSMENT
+
 
 
+
 ``
+
 
 
 
+
 HARM_CATEGORY_HATE_SPEECH
+
 
 
+
 ``
+
 
 
 
+
 HARM_CATEGORY_SEXUALLY_EXPLICIT
+
 
 
+
 ``
+
 
 
 
+
 HARM_CATEGORY_UNSPECIFIED
+
 
 
+
 ``
+
 
 
 
diff --git a/docs/api/google/generativeai/types/HarmProbability.md b/docs/api/google/generativeai/types/HarmProbability.md
index d383b3530..4f0c0450d 100644
--- a/docs/api/google/generativeai/types/HarmProbability.md
+++ b/docs/api/google/generativeai/types/HarmProbability.md
@@ -45,6 +45,7 @@ description: The probability that a piece of content is harmful.
 
 
 
+
 
 
 
@@ -59,7 +60,7 @@ description: The probability that a piece of content is harmful.
 
 
@@ -157,31 +178,47 @@ Content has a high chance of being unsafe.
 
 
 
+
 `denominator`
+
 
 
+
 the denominator of a rational number in lowest terms
+
 
 
 
+
 `imag`
+
 
 
+
 the imaginary part of a complex number
+
 
 
 
+
 `numerator`
+
 
 
+
 the numerator of a rational number in lowest terms
+
 
 
 
+
 `real`
+
 
 
+
 the real part of a complex number
+
 
 
 
@@ -196,10 +233,9 @@ the real part of a complex number
 as_integer_ratio()
 

 
-Return integer ratio.
+Return a pair of integers, whose ratio is equal to the original int.
 
-Return a pair of integers, whose ratio is exactly equal to the original int
-and with a positive denominator.
+The ratio is in lowest terms and has a positive denominator.
 
 ```
 >>> (10).as_integer_ratio()
@@ -275,6 +311,15 @@ byteorder
 signed
   Indicates whether two's complement is used to represent the integer.
 
+
is_integer

+
+
+is_integer()
+

+
+Returns True. Exists for duck type compatibility with float.is_integer.
+
+
 
to_bytes

 
 
@@ -686,38 +731,58 @@ Return self^value.
 
 
 
+
 HARM_PROBABILITY_UNSPECIFIED
+
 
 
+
 ``
+
 
 
 
+
 HIGH
+
 
 
+
 ``
+
 
 
 
+
 LOW
+
 
 
+
 ``
+
 
 
 
+
 MEDIUM
+
 
 
+
 ``
+
 
 
 
+
 NEGLIGIBLE
+
 
 
+
 ``
+
 
 
 
diff --git a/docs/api/google/generativeai/types/IncompleteIterationError.md b/docs/api/google/generativeai/types/IncompleteIterationError.md
index 03eaced0f..499fd85c5 100644
--- a/docs/api/google/generativeai/types/IncompleteIterationError.md
+++ b/docs/api/google/generativeai/types/IncompleteIterationError.md
@@ -11,7 +11,7 @@ description: Common base class for all non-exit exceptions.
 
 
@@ -174,31 +222,47 @@ Return self==value.
 
 
 
+
 max_temperature
+
 
 
+
 `None`
+
 
 
 
+
 temperature
+
 
 
+
 `None`
+
 
 
 
+
 top_k
+
 
 
+
 `None`
+
 
 
 
+
 top_p
+
 
 
+
 `None`
+
 
 
 
diff --git a/docs/api/google/generativeai/types/PartDict.md b/docs/api/google/generativeai/types/PartDict.md
index ccf40e29e..6e624fafe 100644
--- a/docs/api/google/generativeai/types/PartDict.md
+++ b/docs/api/google/generativeai/types/PartDict.md
@@ -1,5 +1,3 @@
-description: dict() -> new empty dictionary dict(mapping) -> new dictionary initialized from a mapping object's (key, value) pairs dict(iterable) -> new dictionary initialized as if via: d = {} for k, v in iterable: d[k] = v dict(**kwargs) -> new dictionary initialized with the name=value pairs in the keyword argument list.
-
 

 
 
@@ -11,7 +9,7 @@ description: dict() -> new empty dictionary dict(mapping) -> new dictionary init
 
 
@@ -135,10 +151,14 @@ Get information about a specific permission.
 
 
 
+
 `name`
+
 
 
+
 The name of the permission to get.
+
 
 
 
@@ -151,7 +171,9 @@ The name of the permission to get.
 Returns
 
 
+
 Requested permission as an instance of `Permission`.
+
 
 
 
@@ -204,11 +226,15 @@ Update a list of fields for a specified permission.
 
 
 
+
 `updates`
+
 
 
+
 The list of fields to update.
 Currently only `role` is supported as an update path.
+
 
 
 
@@ -221,7 +247,9 @@ Currently only `role` is supported as an update path.
 Returns
 
 
+
 `Permission` object with specified updates.
+
 
 
 
@@ -264,10 +292,14 @@ Return self==value.
 
 
 
+
 email_address
+
 
 
+
 `None`
+
 
 
 
diff --git a/docs/api/google/generativeai/types/Permissions.md b/docs/api/google/generativeai/types/Permissions.md
index 3f889fd17..e68900d46 100644
--- a/docs/api/google/generativeai/types/Permissions.md
+++ b/docs/api/google/generativeai/types/Permissions.md
@@ -50,10 +50,14 @@
 
 
 
+
 `parent`
+
 
 
 
+
+
 
 
 
@@ -85,31 +89,47 @@ Create a new permission on a resource (self).
 
 
 
+
 `parent`
+
 
 
+
 The resource name of the parent resource in which the permission will be listed.
+
 
 
 
+
 `role`
+
 
 
+
 role that will be granted by the permission.
+
 
 
 
+
 `grantee_type`
+
 
 
+
 The type of the grantee for the permission.
+
 
 
 
+
 `email_address`
+
 
 
+
 The email address of the grantee.
+
 
 
 
@@ -122,7 +142,9 @@ The email address of the grantee.
 Returns
 
 
+
 `Permission` object with specified parent, role, grantee type, and email address.
+
 
 
 
@@ -137,17 +159,25 @@ The email address of the grantee.
 
 
 
+
 `ValueError`
+
 
 
+
 When email_address is specified and grantee_type is set to EVERYONE.
+
 
 
 
+
 `ValueError`
+
 
 
+
 When email_address is not specified and grantee_type is not set to EVERYONE.
+
 
 
 
@@ -188,10 +218,14 @@ Get information about a specific permission.
 
 
 
+
 `name`
+
 
 
+
 The name of the permission to get.
+
 
 
 
@@ -204,7 +238,9 @@ The name of the permission to get.
 Returns
 
 
+
 Requested permission as an instance of `Permission`.
+
 
 
 
@@ -232,10 +268,14 @@ Get information about a specific permission.
 
 
 
+
 `name`
+
 
 
+
 The name of the permission to get.
+
 
 
 
@@ -248,7 +288,9 @@ The name of the permission to get.
 Returns
 
 
+
 Requested permission as an instance of `Permission`.
+
 
 
 
@@ -277,17 +319,25 @@ List `Permission`s enforced on a resource (self).
 
 
 
+
 `parent`
+
 
 
+
 The resource name of the parent resource in which the permission will be listed.
+
 
 
 
+
 `page_size`
+
 
 
+
 The maximum number of permissions to return (per page). The service may return fewer permissions.
+
 
 
 
@@ -300,7 +350,9 @@ The maximum number of permissions to return (per page). The service may return f
 Returns
 
 
+
 Paginated list of `Permission` objects.
+
 
 
 
@@ -341,17 +393,25 @@ Transfer ownership of a resource (self) to a new owner.
 
 
 
+
 `name`
+
 
 
+
 Name of the resource to transfer ownership.
+
 
 
 
+
 `email_address`
+
 
 
+
 Email address of the new owner.
+
 
 
 
diff --git a/docs/api/google/generativeai/types/RequestOptions.md b/docs/api/google/generativeai/types/RequestOptions.md
index 1e3cfd324..3fed0be42 100644
--- a/docs/api/google/generativeai/types/RequestOptions.md
+++ b/docs/api/google/generativeai/types/RequestOptions.md
@@ -65,17 +65,25 @@ Request options
 
 
 
+
 `retry`
+
 
 
+
 Refer to [retry docs](https://googleapis.dev/python/google-api-core/latest/retry.html) for details.
+
 
 
 
+
 `timeout`
+
 
 
+
 In seconds (or provide a [TimeToDeadlineTimeout](https://googleapis.dev/python/google-api-core/latest/timeout.html) object).
+
 
 
 
@@ -91,17 +99,25 @@ In seconds (or provide a [TimeToDeadlineTimeout](https://googleapis.dev/python/g
 
 
 
+
 `retry`
+
 
 
+
 Dataclass field
+
 
 
 
+
 `timeout`
+
 
 
+
 Dataclass field
+
 
 
 
diff --git a/docs/api/google/generativeai/types/ResponseDict.md b/docs/api/google/generativeai/types/ResponseDict.md
deleted file mode 100644
index 2a5119a22..000000000
--- a/docs/api/google/generativeai/types/ResponseDict.md
+++ /dev/null
@@ -1,27 +0,0 @@
-description: A dict representation of a protos.GenerateMessageResponse.
-
-

-
-
-

-
-# google.generativeai.types.ResponseDict
-
-
-
-
-
-
-
-
-
-A dict representation of a protos.GenerateMessageResponse.
-
-
-
-
diff --git a/docs/api/google/generativeai/types/SafetyFeedbackDict.md b/docs/api/google/generativeai/types/SafetyFeedbackDict.md
index 121d94e3a..294b0d909 100644
--- a/docs/api/google/generativeai/types/SafetyFeedbackDict.md
+++ b/docs/api/google/generativeai/types/SafetyFeedbackDict.md
@@ -40,21 +40,29 @@ result.
 
 
 
+
 `rating`
+
 
 
+
 `google.ai.generativelanguage.SafetyRating`
 
 Safety rating evaluated from content.
+
 
 
 
+
 `setting`
+
 
 
+
 `google.ai.generativelanguage.SafetySetting`
 
 Safety settings applied to the request.
+
 
 
 
diff --git a/docs/api/google/generativeai/types/SafetyRatingDict.md b/docs/api/google/generativeai/types/SafetyRatingDict.md
index bc10071b5..25e751a67 100644
--- a/docs/api/google/generativeai/types/SafetyRatingDict.md
+++ b/docs/api/google/generativeai/types/SafetyRatingDict.md
@@ -39,32 +39,44 @@ included here.
 
 
 
+
 `category`
+
 
 
+
 `google.ai.generativelanguage.HarmCategory`
 
 Required. The category for this rating.
+
 
 
 
+
 `probability`
+
 
 
+
 `google.ai.generativelanguage.SafetyRating.HarmProbability`
 
 Required. The probability of harm for this
 content.
+
 
 
 
+
 `blocked`
+
 
 
+
 `bool`
 
 Was this content blocked because of this
 rating?
+
 
 
 
diff --git a/docs/api/google/generativeai/types/SafetySettingDict.md b/docs/api/google/generativeai/types/SafetySettingDict.md
index fd15a443b..2b9a17550 100644
--- a/docs/api/google/generativeai/types/SafetySettingDict.md
+++ b/docs/api/google/generativeai/types/SafetySettingDict.md
@@ -36,22 +36,30 @@ probability that content is blocked.
 
 
 
+
 `category`
+
 
 
+
 `google.ai.generativelanguage.HarmCategory`
 
 Required. The category for this setting.
+
 
 
 
+
 `threshold`
+
 
 
+
 `google.ai.generativelanguage.SafetySetting.HarmBlockThreshold`
 
 Required. Controls the probability threshold
 at which harm is blocked.
+
 
 
 
diff --git a/docs/api/google/generativeai/types/Status.md b/docs/api/google/generativeai/types/Status.md
index c306a9ded..f81c58966 100644
--- a/docs/api/google/generativeai/types/Status.md
+++ b/docs/api/google/generativeai/types/Status.md
@@ -29,24 +29,36 @@ A ProtocolMessage
 
 
 
+
 `code`
+
 
 
+
 `int32 code`
+
 
 
 
+
 `details`
+
 
 
+
 `repeated Any details`
+
 
 
 
+
 `message`
+
 
 
+
 `string message`
+
 
 
 
diff --git a/docs/api/google/generativeai/types/StopCandidateException.md b/docs/api/google/generativeai/types/StopCandidateException.md
index 56484a013..72c94134d 100644
--- a/docs/api/google/generativeai/types/StopCandidateException.md
+++ b/docs/api/google/generativeai/types/StopCandidateException.md
@@ -11,7 +11,7 @@ description: Common base class for all non-exit exceptions.
 
 
+
+
+
@@ -68,7 +89,7 @@ A wrapper for protos
 
 
to_proto

 
-View source
+View source
 
 
 to_proto()
@@ -79,7 +100,7 @@ A wrapper for protos
 
 
__call__

 
-View source
+View source
 
 
 __call__(
@@ -92,7 +113,7 @@ Call self as a function.
 
 
__getitem__

 
-View source
+View source
 
 
 __getitem__(
diff --git a/docs/api/google/generativeai/types/ToolDict.md b/docs/api/google/generativeai/types/ToolDict.md
index 01814ceb3..71773323c 100644
--- a/docs/api/google/generativeai/types/ToolDict.md
+++ b/docs/api/google/generativeai/types/ToolDict.md
@@ -1,5 +1,3 @@
-description: dict() -> new empty dictionary dict(mapping) -> new dictionary initialized from a mapping object's (key, value) pairs dict(iterable) -> new dictionary initialized as if via: d = {} for k, v in iterable: d[k] = v dict(**kwargs) -> new dictionary initialized with the name=value pairs in the keyword argument list.
-
 

 
 
@@ -11,7 +9,7 @@ description: dict() -> new empty dictionary dict(mapping) -> new dictionary init
 
 
+
+
+
@@ -185,87 +250,146 @@ Return self==value.
 
 
 
+
 base_model
+
 
 
+
 `None`
+
 
 
 
+
 create_time
+
 
 
+
 `None`
+
 
 
 
+
 description
+
 
 
+
 `''`
+
 
 
 
+
 display_name
+
 
 
+
 `''`
+
 
 
 
+
 name
+
+
+
+
+`None`
+
+
+
+
+
+reader_project_numbers
+
 
 
+
 `None`
+
 
 
 
+
 source_model
+
 
 
+
 `None`
+
 
 
 
+
 state
+
 
 
+
 ``
+
 
 
 
+
 temperature
+
 
 
+
 `None`
+
 
 
 
+
 top_k
+
 
 
+
 `None`
+
 
 
 
+
 top_p
+
 
 
+
 `None`
+
 
 
 
+
 tuning_task
+
 
 
+
 `None`
+
 
 
 
+
 update_time
+
 
 
+
 `None`
+
 
 
 
diff --git a/docs/api/google/generativeai/types/TunedModelState.md b/docs/api/google/generativeai/types/TunedModelState.md
index 26b0d4bfe..fdc505dc4 100644
--- a/docs/api/google/generativeai/types/TunedModelState.md
+++ b/docs/api/google/generativeai/types/TunedModelState.md
@@ -45,6 +45,7 @@ description: The state of the tuned model.
 
 
 
+
 
 
 
@@ -58,7 +59,7 @@ description: The state of the tuned model.
 
 
@@ -143,31 +160,47 @@ The model failed to be created.
 
 
 
+
 `denominator`
+
 
 
+
 the denominator of a rational number in lowest terms
+
 
 
 
+
 `imag`
+
 
 
+
 the imaginary part of a complex number
+
 
 
 
+
 `numerator`
+
 
 
+
 the numerator of a rational number in lowest terms
+
 
 
 
+
 `real`
+
 
 
+
 the real part of a complex number
+
 
 
 
@@ -182,10 +215,9 @@ the real part of a complex number
 as_integer_ratio()
 

 
-Return integer ratio.
+Return a pair of integers, whose ratio is equal to the original int.
 
-Return a pair of integers, whose ratio is exactly equal to the original int
-and with a positive denominator.
+The ratio is in lowest terms and has a positive denominator.
 
 ```
 >>> (10).as_integer_ratio()
@@ -261,6 +293,15 @@ byteorder
 signed
   Indicates whether two's complement is used to represent the integer.
 
+
is_integer

+
+
+is_integer()
+

+
+Returns True. Exists for duck type compatibility with float.is_integer.
+
+
 
to_bytes

 
 
@@ -672,31 +713,47 @@ Return self^value.
 
 
 
+
 ACTIVE
+
 
 
+
 ``
+
 
 
 
+
 CREATING
+
 
 
+
 ``
+
 
 
 
+
 FAILED
+
 
 
+
 ``
+
 
 
 
+
 STATE_UNSPECIFIED
+
 
 
+
 ``
+
 
 
 
diff --git a/docs/api/google/generativeai/types/TypedDict.md b/docs/api/google/generativeai/types/TypedDict.md
index 00a68a8e3..95d1edaba 100644
--- a/docs/api/google/generativeai/types/TypedDict.md
+++ b/docs/api/google/generativeai/types/TypedDict.md
@@ -20,7 +20,7 @@ A simple typed namespace. At runtime it is equivalent to a plain dict.
 
 
 google.generativeai.types.TypedDict(
-    typename, fields, /, *, total=True, **kwargs
+    typename, fields, /, *, total=True, closed=False, **kwargs
 )
 

 
diff --git a/docs/api/google/generativeai/types/get_default_file_client.md b/docs/api/google/generativeai/types/get_default_file_client.md
index 03aff0033..0701ae7d5 100644
--- a/docs/api/google/generativeai/types/get_default_file_client.md
+++ b/docs/api/google/generativeai/types/get_default_file_client.md
@@ -9,7 +9,7 @@
 
 

From 48164a096b18fff7b69e3b9f9f9043c253c1c44e Mon Sep 17 00:00:00 2001
From: Mark Daoust 
Date: Wed, 16 Oct 2024 13:34:52 -0700
Subject: [PATCH 3/7] remove align-left

Change-Id: I0462300f198e3de020cbfc032e575e094b88d360
---
 docs/build_docs.py | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/docs/build_docs.py b/docs/build_docs.py
index a81269cad..8ca44be15 100644
--- a/docs/build_docs.py
+++ b/docs/build_docs.py
@@ -47,6 +47,7 @@
 from tensorflow_docs.api_generator import generate_lib
 from tensorflow_docs.api_generator import public_api
 from tensorflow_docs.api_generator import parser
+from tensorflow_docs.api_generator.pretty_docs import base_page
 
 import yaml
 
@@ -100,6 +101,8 @@
   """
 )
 
+base_page.TABLE_HEADER = (
+    '')
 
 def gen_api_docs():
     """Generates api docs for the generative-ai package."""

From 5d7f520bc00d2cfa48e4da9bd6c7ac5f5bc5929b Mon Sep 17 00:00:00 2001
From: Mark Daoust 
Date: Wed, 16 Oct 2024 13:35:36 -0700
Subject: [PATCH 4/7] format

Change-Id: If83605c320d2b7255618737c2cd985a153584343
---
 docs/build_docs.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/docs/build_docs.py b/docs/build_docs.py
index 8ca44be15..82d841d26 100644
--- a/docs/build_docs.py
+++ b/docs/build_docs.py
@@ -101,8 +101,8 @@
   """
 )
 
-base_page.TABLE_HEADER = (
-    '')
+base_page.TABLE_HEADER = ''
+
 
 def gen_api_docs():
     """Generates api docs for the generative-ai package."""

From 230826bb92241576c536edb454629d05a42c30bb Mon Sep 17 00:00:00 2001
From: Mark Daoust 
Date: Wed, 16 Oct 2024 13:35:52 -0700
Subject: [PATCH 5/7] refresh

Change-Id: I0776467ac6471b2f8f06f089a54e447d149b7d78
---
 docs/api/google/generativeai.md               |   2 +-
 docs/api/google/generativeai/ChatSession.md   |   2 +-
 .../google/generativeai/GenerativeModel.md    |   2 +-
 docs/api/google/generativeai/api_report.pb    | Bin 54075 -> 54074 bytes
 docs/api/google/generativeai/caching.md       |   2 +-
 .../generativeai/caching/CachedContent.md     |   2 +-
 .../caching/get_default_cache_client.md       |   2 +-
 docs/api/google/generativeai/configure.md     |   2 +-
 .../google/generativeai/create_tuned_model.md |   2 +-
 docs/api/google/generativeai/delete_file.md   |   2 +-
 .../google/generativeai/delete_tuned_model.md |   2 +-
 docs/api/google/generativeai/embed_content.md |   2 +-
 .../generativeai/embed_content_async.md       |   2 +-
 .../api/google/generativeai/get_base_model.md |   2 +-
 docs/api/google/generativeai/get_file.md      |   2 +-
 docs/api/google/generativeai/get_model.md     |   2 +-
 docs/api/google/generativeai/get_operation.md |   2 +-
 .../google/generativeai/get_tuned_model.md    |   2 +-
 docs/api/google/generativeai/list_files.md    |   2 +-
 docs/api/google/generativeai/list_models.md   |   2 +-
 .../google/generativeai/list_operations.md    |   2 +-
 .../google/generativeai/list_tuned_models.md  |   2 +-
 docs/api/google/generativeai/protos.md        |   2 +-
 .../protos/AttributionSourceId.md             |   2 +-
 .../AttributionSourceId/GroundingPassageId.md |   2 +-
 .../SemanticRetrieverChunk.md                 |   2 +-
 .../protos/BatchCreateChunksRequest.md        |   2 +-
 .../protos/BatchCreateChunksResponse.md       |   2 +-
 .../protos/BatchDeleteChunksRequest.md        |   2 +-
 .../protos/BatchEmbedContentsRequest.md       |   2 +-
 .../protos/BatchEmbedContentsResponse.md      |   2 +-
 .../protos/BatchEmbedTextRequest.md           |   2 +-
 .../protos/BatchEmbedTextResponse.md          |   2 +-
 .../protos/BatchUpdateChunksRequest.md        |   2 +-
 .../protos/BatchUpdateChunksResponse.md       |   2 +-
 docs/api/google/generativeai/protos/Blob.md   |   2 +-
 .../generativeai/protos/CachedContent.md      |   2 +-
 .../protos/CachedContent/UsageMetadata.md     |   2 +-
 .../google/generativeai/protos/Candidate.md   |   2 +-
 .../protos/Candidate/FinishReason.md          |   2 +-
 docs/api/google/generativeai/protos/Chunk.md  |   2 +-
 .../google/generativeai/protos/Chunk/State.md |   2 +-
 .../google/generativeai/protos/ChunkData.md   |   2 +-
 .../generativeai/protos/CitationMetadata.md   |   2 +-
 .../generativeai/protos/CitationSource.md     |   2 +-
 .../generativeai/protos/CodeExecution.md      |   2 +-
 .../protos/CodeExecutionResult.md             |   2 +-
 .../protos/CodeExecutionResult/Outcome.md     |   2 +-
 .../google/generativeai/protos/Condition.md   |   2 +-
 .../generativeai/protos/Condition/Operator.md |   2 +-
 .../api/google/generativeai/protos/Content.md |   2 +-
 .../generativeai/protos/ContentEmbedding.md   |   2 +-
 .../generativeai/protos/ContentFilter.md      |   2 +-
 docs/api/google/generativeai/protos/Corpus.md |   2 +-
 .../protos/CountMessageTokensRequest.md       |   2 +-
 .../protos/CountMessageTokensResponse.md      |   2 +-
 .../protos/CountTextTokensRequest.md          |   2 +-
 .../protos/CountTextTokensResponse.md         |   2 +-
 .../generativeai/protos/CountTokensRequest.md |   2 +-
 .../protos/CountTokensResponse.md             |   2 +-
 .../protos/CreateCachedContentRequest.md      |   2 +-
 .../generativeai/protos/CreateChunkRequest.md |   2 +-
 .../protos/CreateCorpusRequest.md             |   2 +-
 .../protos/CreateDocumentRequest.md           |   2 +-
 .../generativeai/protos/CreateFileRequest.md  |   2 +-
 .../generativeai/protos/CreateFileResponse.md |   2 +-
 .../protos/CreatePermissionRequest.md         |   2 +-
 .../protos/CreateTunedModelMetadata.md        |   2 +-
 .../protos/CreateTunedModelRequest.md         |   2 +-
 .../generativeai/protos/CustomMetadata.md     |   2 +-
 .../api/google/generativeai/protos/Dataset.md |   2 +-
 .../protos/DeleteCachedContentRequest.md      |   2 +-
 .../generativeai/protos/DeleteChunkRequest.md |   2 +-
 .../protos/DeleteCorpusRequest.md             |   2 +-
 .../protos/DeleteDocumentRequest.md           |   2 +-
 .../generativeai/protos/DeleteFileRequest.md  |   2 +-
 .../protos/DeletePermissionRequest.md         |   2 +-
 .../protos/DeleteTunedModelRequest.md         |   2 +-
 .../google/generativeai/protos/Document.md    |   2 +-
 .../protos/DynamicRetrievalConfig.md          |   2 +-
 .../protos/DynamicRetrievalConfig/Mode.md     |   2 +-
 .../protos/EmbedContentRequest.md             |   2 +-
 .../protos/EmbedContentResponse.md            |   2 +-
 .../generativeai/protos/EmbedTextRequest.md   |   2 +-
 .../generativeai/protos/EmbedTextResponse.md  |   2 +-
 .../google/generativeai/protos/Embedding.md   |   2 +-
 .../api/google/generativeai/protos/Example.md |   2 +-
 .../generativeai/protos/ExecutableCode.md     |   2 +-
 .../protos/ExecutableCode/Language.md         |   2 +-
 docs/api/google/generativeai/protos/File.md   |   2 +-
 .../google/generativeai/protos/File/State.md  |   2 +-
 .../google/generativeai/protos/FileData.md    |   2 +-
 .../generativeai/protos/FunctionCall.md       |   2 +-
 .../protos/FunctionCallingConfig.md           |   2 +-
 .../protos/FunctionCallingConfig/Mode.md      |   2 +-
 .../protos/FunctionDeclaration.md             |   2 +-
 .../generativeai/protos/FunctionResponse.md   |   2 +-
 .../protos/GenerateAnswerRequest.md           |   2 +-
 .../GenerateAnswerRequest/AnswerStyle.md      |   2 +-
 .../protos/GenerateAnswerResponse.md          |   2 +-
 .../GenerateAnswerResponse/InputFeedback.md   |   2 +-
 .../InputFeedback/BlockReason.md              |   2 +-
 .../protos/GenerateContentRequest.md          |   2 +-
 .../protos/GenerateContentResponse.md         |   2 +-
 .../GenerateContentResponse/PromptFeedback.md |   2 +-
 .../PromptFeedback/BlockReason.md             |   2 +-
 .../GenerateContentResponse/UsageMetadata.md  |   2 +-
 .../protos/GenerateMessageRequest.md          |   2 +-
 .../protos/GenerateMessageResponse.md         |   2 +-
 .../protos/GenerateTextRequest.md             |   2 +-
 .../protos/GenerateTextResponse.md            |   2 +-
 .../generativeai/protos/GenerationConfig.md   |   2 +-
 .../protos/GetCachedContentRequest.md         |   2 +-
 .../generativeai/protos/GetChunkRequest.md    |   2 +-
 .../generativeai/protos/GetCorpusRequest.md   |   2 +-
 .../generativeai/protos/GetDocumentRequest.md |   2 +-
 .../generativeai/protos/GetFileRequest.md     |   2 +-
 .../generativeai/protos/GetModelRequest.md    |   2 +-
 .../protos/GetPermissionRequest.md            |   2 +-
 .../protos/GetTunedModelRequest.md            |   2 +-
 .../protos/GoogleSearchRetrieval.md           |   2 +-
 .../protos/GroundingAttribution.md            |   2 +-
 .../generativeai/protos/GroundingChunk.md     |   2 +-
 .../generativeai/protos/GroundingChunk/Web.md |   2 +-
 .../generativeai/protos/GroundingMetadata.md  |   2 +-
 .../generativeai/protos/GroundingPassage.md   |   2 +-
 .../generativeai/protos/GroundingPassages.md  |   2 +-
 .../generativeai/protos/GroundingSupport.md   |   2 +-
 .../generativeai/protos/HarmCategory.md       |   2 +-
 .../generativeai/protos/Hyperparameters.md    |   2 +-
 .../protos/ListCachedContentsRequest.md       |   2 +-
 .../protos/ListCachedContentsResponse.md      |   2 +-
 .../generativeai/protos/ListChunksRequest.md  |   2 +-
 .../generativeai/protos/ListChunksResponse.md |   2 +-
 .../generativeai/protos/ListCorporaRequest.md |   2 +-
 .../protos/ListCorporaResponse.md             |   2 +-
 .../protos/ListDocumentsRequest.md            |   2 +-
 .../protos/ListDocumentsResponse.md           |   2 +-
 .../generativeai/protos/ListFilesRequest.md   |   2 +-
 .../generativeai/protos/ListFilesResponse.md  |   2 +-
 .../generativeai/protos/ListModelsRequest.md  |   2 +-
 .../generativeai/protos/ListModelsResponse.md |   2 +-
 .../protos/ListPermissionsRequest.md          |   2 +-
 .../protos/ListPermissionsResponse.md         |   2 +-
 .../protos/ListTunedModelsRequest.md          |   2 +-
 .../protos/ListTunedModelsResponse.md         |   2 +-
 .../generativeai/protos/LogprobsResult.md     |   2 +-
 .../protos/LogprobsResult/Candidate.md        |   2 +-
 .../protos/LogprobsResult/TopCandidates.md    |   2 +-
 .../api/google/generativeai/protos/Message.md |   2 +-
 .../generativeai/protos/MessagePrompt.md      |   2 +-
 .../generativeai/protos/MetadataFilter.md     |   2 +-
 docs/api/google/generativeai/protos/Model.md  |   2 +-
 docs/api/google/generativeai/protos/Part.md   |   2 +-
 .../google/generativeai/protos/Permission.md  |   2 +-
 .../protos/Permission/GranteeType.md          |   2 +-
 .../generativeai/protos/Permission/Role.md    |   2 +-
 .../generativeai/protos/PredictRequest.md     |   2 +-
 .../generativeai/protos/PredictResponse.md    |   2 +-
 .../generativeai/protos/QueryCorpusRequest.md |   2 +-
 .../protos/QueryCorpusResponse.md             |   2 +-
 .../protos/QueryDocumentRequest.md            |   2 +-
 .../protos/QueryDocumentResponse.md           |   2 +-
 .../generativeai/protos/RelevantChunk.md      |   2 +-
 .../generativeai/protos/RetrievalMetadata.md  |   2 +-
 .../generativeai/protos/SafetyFeedback.md     |   2 +-
 .../generativeai/protos/SafetyRating.md       |   2 +-
 .../generativeai/protos/SafetySetting.md      |   2 +-
 docs/api/google/generativeai/protos/Schema.md |   2 +-
 .../protos/Schema/PropertiesEntry.md          |   2 +-
 .../generativeai/protos/SearchEntryPoint.md   |   2 +-
 .../api/google/generativeai/protos/Segment.md |   2 +-
 .../protos/SemanticRetrieverConfig.md         |   2 +-
 .../google/generativeai/protos/StringList.md  |   2 +-
 .../google/generativeai/protos/TaskType.md    |   2 +-
 .../generativeai/protos/TextCompletion.md     |   2 +-
 .../google/generativeai/protos/TextPrompt.md  |   2 +-
 docs/api/google/generativeai/protos/Tool.md   |   2 +-
 .../google/generativeai/protos/ToolConfig.md  |   2 +-
 .../protos/TransferOwnershipRequest.md        |   2 +-
 .../protos/TransferOwnershipResponse.md       |   2 +-
 .../google/generativeai/protos/TunedModel.md  |   2 +-
 .../generativeai/protos/TunedModelSource.md   |   2 +-
 .../generativeai/protos/TuningExample.md      |   2 +-
 .../generativeai/protos/TuningExamples.md     |   2 +-
 .../generativeai/protos/TuningSnapshot.md     |   2 +-
 .../google/generativeai/protos/TuningTask.md  |   2 +-
 docs/api/google/generativeai/protos/Type.md   |   2 +-
 .../protos/UpdateCachedContentRequest.md      |   2 +-
 .../generativeai/protos/UpdateChunkRequest.md |   2 +-
 .../protos/UpdateCorpusRequest.md             |   2 +-
 .../protos/UpdateDocumentRequest.md           |   2 +-
 .../protos/UpdatePermissionRequest.md         |   2 +-
 .../protos/UpdateTunedModelRequest.md         |   2 +-
 .../generativeai/protos/VideoMetadata.md      |   2 +-
 docs/api/google/generativeai/types.md         |   2 +-
 .../types/AsyncGenerateContentResponse.md     |   2 +-
 .../api/google/generativeai/types/BlobDict.md |   2 +-
 .../types/BlockedPromptException.md           |   2 +-
 .../generativeai/types/BlockedReason.md       |   2 +-
 .../generativeai/types/BrokenResponseError.md |   2 +-
 .../types/CallableFunctionDeclaration.md      |   2 +-
 .../types/CitationMetadataDict.md             |   2 +-
 .../generativeai/types/CitationSourceDict.md  |   2 +-
 .../google/generativeai/types/ContentDict.md  |   2 +-
 .../generativeai/types/ContentFilterDict.md   |   2 +-
 docs/api/google/generativeai/types/File.md    |   2 +-
 .../google/generativeai/types/FileDataDict.md |   2 +-
 .../generativeai/types/FunctionDeclaration.md |   2 +-
 .../generativeai/types/FunctionLibrary.md     |   2 +-
 .../types/GenerateContentResponse.md          |   2 +-
 .../generativeai/types/GenerationConfig.md    |   2 +-
 .../types/GenerationConfigDict.md             |   2 +-
 .../generativeai/types/HarmBlockThreshold.md  |   2 +-
 .../google/generativeai/types/HarmCategory.md |   2 +-
 .../generativeai/types/HarmProbability.md     |   2 +-
 .../types/IncompleteIterationError.md         |   2 +-
 docs/api/google/generativeai/types/Model.md   |   2 +-
 .../api/google/generativeai/types/PartDict.md |   2 +-
 .../google/generativeai/types/Permission.md   |   2 +-
 .../google/generativeai/types/Permissions.md  |   2 +-
 .../generativeai/types/RequestOptions.md      |   2 +-
 .../generativeai/types/SafetyFeedbackDict.md  |   2 +-
 .../generativeai/types/SafetyRatingDict.md    |   2 +-
 .../generativeai/types/SafetySettingDict.md   |   2 +-
 docs/api/google/generativeai/types/Status.md  |   2 +-
 .../types/StopCandidateException.md           |   2 +-
 docs/api/google/generativeai/types/Tool.md    |   2 +-
 .../api/google/generativeai/types/ToolDict.md |   2 +-
 .../google/generativeai/types/TunedModel.md   |   2 +-
 .../generativeai/types/TunedModelState.md     |   2 +-
 .../google/generativeai/types/TypedDict.md    |   2 +-
 .../types/get_default_file_client.md          |   2 +-
 .../google/generativeai/types/to_file_data.md |   2 +-
 .../google/generativeai/update_tuned_model.md |   2 +-
 docs/api/google/generativeai/upload_file.md   |   2 +-
 236 files changed, 235 insertions(+), 235 deletions(-)

diff --git a/docs/api/google/generativeai.md b/docs/api/google/generativeai.md
index fb5d3f46a..1667deadb 100644
--- a/docs/api/google/generativeai.md
+++ b/docs/api/google/generativeai.md
@@ -11,7 +11,7 @@ description: Google AI Python SDK
 
 
 
-
+