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Commit6b54aed

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Moloejoegitbook-bot
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GITBOOK-3: Blog page descriptions
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‎pgml-docs/blog/README.md

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*[speeding-up-vector-recall-5x-with-hnsw.md](speeding-up-vector-recall-5x-with-hnsw.md"mention")
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*[how-to-improve-search-results-with-machine-learning.md](how-to-improve-search-results-with-machine-learning.md"mention")
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*[pgml-chat-a-command-line-tool-for-deploying-low-latency-knowledge-based-chatbots-part-i.md](pgml-chat-a-command-line-tool-for-deploying-low-latency-knowledge-based-chatbots-part-i.md"mention")
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*[pgml-chat-a-command-line-tool-for-deploying-low-latency-knowledge-based-chatbots.md](pgml-chat-a-command-line-tool-for-deploying-low-latency-knowledge-based-chatbots.md"mention")
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*[announcing-support-for-aws-us-east-1-region.md](announcing-support-for-aws-us-east-1-region.md"mention")
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*[how-we-generate-javascript-and-python-sdks-from-our-canonical-rust-sdk.md](how-we-generate-javascript-and-python-sdks-from-our-canonical-rust-sdk.md"mention")
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*[announcing-gptq-and-ggml-quantized-llm-support-for-huggingface-transformers.md](announcing-gptq-and-ggml-quantized-llm-support-for-huggingface-transformers.md"mention")

‎pgml-docs/blog/SUMMARY.md

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*[Home](README.md)
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*[Speeding up vector recall 5x with HNSW](speeding-up-vector-recall-5x-with-hnsw.md)
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*[How-to Improve Search Results with Machine Learning](how-to-improve-search-results-with-machine-learning.md)
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*[pgml-chat: A command-line tool for deploying low-latency knowledge-based chatbots: Part I](pgml-chat-a-command-line-tool-for-deploying-low-latency-knowledge-based-chatbots-part-i.md)
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*[pgml-chat: A command-line tool for deploying low-latency knowledge-based chatbots](pgml-chat-a-command-line-tool-for-deploying-low-latency-knowledge-based-chatbots.md)
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*[Announcing Support for AWS us-east-1 Region](announcing-support-for-aws-us-east-1-region.md)
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*[LLM based pipelines with PostgresML and dbt (data build tool)](llm-based-pipelines-with-postgresml-and-dbt-data-build-tool.md)
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*[How We Generate JavaScript and Python SDKs From Our Canonical Rust SDK](how-we-generate-javascript-and-python-sdks-from-our-canonical-rust-sdk.md)

‎pgml-docs/blog/announcing-gptq-and-ggml-quantized-llm-support-for-huggingface-transformers.md

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#Announcing GPTQ & GGML Quantized LLM support for Huggingface Transformers
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description:>-
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GPTQ & GGML allow PostgresML to fit larger models in less RAM. These
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algorithms perform inference significantly faster on NVIDIA, Apple and Intel
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hardware.
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---
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#Announcing GPTQ & GGML Quantized LLM support for Huggingface Transformers
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‎pgml-docs/blog/backwards-compatible-or-bust-python-inside-rust-inside-postgres.md

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#Backwards Compatible or Bust: Python Inside Rust Inside Postgres
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A story about including Scikit-learn into our Rust extension and preserving
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backwards compatibility in the process.
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#Backwards Compatible or Bust: Python Inside Rust Inside Postgres
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‎pgml-docs/blog/data-is-living-and-relational.md

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#Data is Living and Relational
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A common problem with data science and machine learning tutorials is the
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published and studied datasets are often nothing like what you’ll find in
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industry.
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#Data is Living and Relational
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‎pgml-docs/blog/generating-llm-embeddings-with-open-source-models-in-postgresml.md

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#Generating LLM embeddings with open source models in PostgresML
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How to use the pgml.embed(...) function to generate embeddings with free and
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open source models in your own database.
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---
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#Generating LLM embeddings with open source models in PostgresML
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‎pgml-docs/blog/how-to-improve-search-results-with-machine-learning.md

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#How-to Improve Search Results with Machine Learning
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PostgresML makes it easy to use machine learning on your data and scale
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workloads horizontally in our cloud. One of the most common use cases is to
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improve search results.
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#How-to Improve Search Results with Machine Learning
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‎pgml-docs/blog/how-we-generate-javascript-and-python-sdks-from-our-canonical-rust-sdk.md

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#How We Generate JavaScript and Python SDKs From Our Canonical Rust SDK
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Our story of simultaneously writing multi-language native libraries using
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Rust.
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#How We Generate JavaScript and Python SDKs From Our Canonical Rust SDK
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‎pgml-docs/blog/introducing-postgresml-python-sdk-build-end-to-end-vector-search-applications-without-openai-and-pin.md

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#Introducing PostgresML Python SDK: Build End-to-End Vector Search Applications without OpenAI and Pinecone
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The PostgresML Python SDK is designed to facilitate the development of
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end-to-end vector search applications without OpenAI and Pinecone.
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#Introducing PostgresML Python SDK: Build End-to-End Vector Search Applications without OpenAI and Pinecone
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Santi Adavani
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‎pgml-docs/blog/llm-based-pipelines-with-postgresml-and-dbt-data-build-tool.md

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#LLM based pipelines with PostgresML and dbt (data build tool)
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Unlock the Power of Large Language Models (LLM) in Data Pipelines with
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PostgresML and dbt.
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#LLM based pipelines with PostgresML and dbt (data build tool)
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Santi Adavani
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