Mar 22, 2024 · Mar 22, 2024
diff --git a/pgml-cms/blog/SUMMARY.md b/pgml-cms/blog/SUMMARY.md
 # Table of contents

 * [Home](README.md)
 * [Introducing the OpenAI Switch Kit: Move from closed to open-source AI in minutes](introducing-the-openai-switch-kit-move-from-closed-to-open-source-ai-in-minutes.md)
 * [Speeding up vector recall 5x with HNSW](speeding-up-vector-recall-5x-with-hnsw.md)
 * [How-to Improve Search Results with Machine Learning](how-to-improve-search-results-with-machine-learning.md)
 * [Meet us at the 2024 Postgres Conference!](meet-us-at-the-2024-postgres-conference.md)
 * [The 1.0 SDK is Here](the-1.0-sdk-is-here.md)
 * [Using PostgresML with Django and embedding search](using-postgresml-with-django-and-embedding-search.md)
 * [PostgresML is going multicloud](postgresml-is-going-multicloud.md)
 * [Introducing the OpenAI Switch Kit: Move from closed to open-source AI in minutes](introducing-the-openai-switch-kit-move-from-closed-to-open-source-ai-in-minutes.md)
 * [Speeding up vector recall 5x with HNSW](speeding-up-vector-recall-5x-with-hnsw.md)
 * [How-to Improve Search Results with Machine Learning](how-to-improve-search-results-with-machine-learning.md)
 * [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-part-i.md)
 * [Announcing Support for AWS us-east-1 Region](announcing-support-for-aws-us-east-1-region.md)
 * [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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		@@ -1,13 +1,13 @@
		# Table of contents

		* [Home](README.md)
		* [Introducing the OpenAI Switch Kit: Move from closed to open-source AI in minutes](introducing-the-openai-switch-kit-move-from-closed-to-open-source-ai-in-minutes.md)
		* [Speeding up vector recall 5x with HNSW](speeding-up-vector-recall-5x-with-hnsw.md)
		* [How-to Improve Search Results with Machine Learning](how-to-improve-search-results-with-machine-learning.md)
		* [Meet us at the 2024 Postgres Conference!](meet-us-at-the-2024-postgres-conference.md)
		* [The 1.0 SDK is Here](the-1.0-sdk-is-here.md)
		* [Using PostgresML with Django and embedding search](using-postgresml-with-django-and-embedding-search.md)
		* [PostgresML is going multicloud](postgresml-is-going-multicloud.md)
		* [Introducing the OpenAI Switch Kit: Move from closed to open-source AI in minutes](introducing-the-openai-switch-kit-move-from-closed-to-open-source-ai-in-minutes.md)
		* [Speeding up vector recall 5x with HNSW](speeding-up-vector-recall-5x-with-hnsw.md)
		* [How-to Improve Search Results with Machine Learning](how-to-improve-search-results-with-machine-learning.md)
		* [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-part-i.md)
		* [Announcing Support for AWS us-east-1 Region](announcing-support-for-aws-us-east-1-region.md)
		* [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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