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Dan blog landing page (#1294)
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‎pgml-cms/blog/.gitbook/assets/blog_image_generating_llm_embeddings.png

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‎pgml-cms/blog/.gitbook/assets/blog_image_hnsw.png

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

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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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featured: false
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tags: [engineering]
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image: ".gitbook/assets/image (14).png"
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# Announcing GPTQ & GGML Quantized LLM support for Huggingface Transformers

‎pgml-cms/blog/announcing-support-for-aws-us-east-1-region.md

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We added aws us east 1 to our list of support aws regions.
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# Announcing Support for AWS us-east-1 Region
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<div align="left">

‎pgml-cms/blog/backwards-compatible-or-bust-python-inside-rust-inside-postgres.md

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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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tags: [engineering]
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# Backwards Compatible or Bust: Python Inside Rust Inside Postgres

‎pgml-cms/blog/data-is-living-and-relational.md

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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

‎pgml-cms/blog/generating-llm-embeddings-with-open-source-models-in-postgresml.md

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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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image: ".gitbook/assets/blog_image_generating_llm_embeddings.png"
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# Generating LLM embeddings with open source models in PostgresML

‎pgml-cms/blog/how-to-improve-search-results-with-machine-learning.md

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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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featured: true
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image: ".gitbook/assets/image (2) (2).png"
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tags: ["Engineering"]
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# How-to Improve Search Results with Machine Learning

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