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pgml-cms/docs/SUMMARY.md

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* [Semantic Search](api/client-sdk/tutorials/semantic-search.md)
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* [Semantic Search Using Instructor Model](api/client-sdk/tutorials/semantic-search-1.md)
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## Guides
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* [Embeddings](guides/embeddings/README.md)
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* [In-database Generation]()
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* [Dimensionality Reduction]()
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* [Re-ranking nearest neighbors]()
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* [Indexing w/ IVFFLat vs HNSW]()
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* [Aggregation]()
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* [Personalization]()
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* [Search]()
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* [Keyword Search]()
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* [Vector Search]()
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* [Hybrid Search]()
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* [Ranking]()
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* [Transformers & LLMs]()
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* [Text Generation]()
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* [Prompt Engineering]()
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* [Unified RAG]()
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* [Personalization]()
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* [Recommendations]()
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* [Forecasting]()
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* [Time series]()
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* [Events]()
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* [Fraud Detection]()
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* [Incentive Optimization]()
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* [Sentiment Analysis]()
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* [Summarization]()
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## Reference
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* [SQL]()
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* [Explain plans]()
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* [Composition]()
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* [Machine Learning]()
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* [Feature Engineering]()
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* [Regression]()
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* [Classification]()
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* [Clustering]()
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* [Matrix Decomposition]()
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* [Natural Language Processing]()
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* [Tokenization]()
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* [Chunking]()
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* [Text Generation]()
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* [LLMs]()
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* [LLama]()
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* [GPT]()
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* [Facon]()
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* [Glossary]()
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## Product
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* [Cloud database](product/cloud-database/README.md)

pgml-cms/docs/guides/embeddings/README.md

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