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docs(langchain): adding Azure Database for PostgreSQL example notebook #872

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@AbeOmor AbeOmor commented Oct 14, 2025
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Overview

Description: Added vector store and memory usage documentation for Azure Database for PostgreSQL using our NEW LangChain/LangGraph connector

This PR to show support for the Azure Database for PostgreSQL Vector Store and pgVector in a Notebook

Azure Database for PostgreSQL - Flexible Server
Azure Database for PostgreSQL pgvector extension

Issue: Last PR was closed because we didn't have a LangChain package of Azure Postgres #27129. We just release one this month: https://pypi.org/project/langchain-azure-postgresql/

Twitter handle: @_aiabe

Type of change

New documentation page

Related issues/PRs

Checklist

  • I have read the contributing guidelines
  • I have tested my changes locally using docs dev
  • All code examples have been tested and work correctly
  • I have used root relative paths for internal links
  • I have updated navigation in src/docs.json if needed
  • I have gotten approval from the relevant reviewers

Additional notes

This was already reviewed by @ccurme, @mdrxy and @Kpreya in the LangChain repo. I was asked to move to this repo.

@Copilot Copilot AI review requested due to automatic review settings October 14, 2025 01:59
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@AbeOmor is attempting to deploy a commit to the LangChain Team on Vercel.

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@github-actions github-actions bot added langchain For docs changes to LangChain python For content related to the Python version of LangChain projects oss labels Oct 14, 2025
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Pull Request Overview

This PR adds comprehensive documentation for the Azure Database for PostgreSQL vector store integration by introducing a new notebook demonstrating vector storage and memory usage capabilities using the newly released LangChain Azure PostgreSQL connector package.

  • Adds a new documentation page for Azure Database for PostgreSQL - Flexible Server vector store
  • Updates the vector stores index to include the new Azure PostgreSQL integration
  • Demonstrates both Microsoft Entra authentication and password-based authentication methods

Reviewed Changes

Copilot reviewed 2 out of 2 changed files in this pull request and generated 2 comments.

File Description
src/oss/python/integrations/vectorstores/index.mdx Adds navigation card for the new Azure Database for PostgreSQL integration and reorganizes Azure service cards
src/oss/python/integrations/vectorstores/azure_db_for_postgresql.mdx New comprehensive documentation page covering setup, authentication, vector operations, and usage examples for Azure PostgreSQL vector store

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
@Copilot Copilot AI review requested due to automatic review settings October 14, 2025 02:03
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Pull Request Overview

Copilot reviewed 2 out of 2 changed files in this pull request and generated no new comments.

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Copilot code review Copilot Copilot left review comments

@lnhsingh lnhsingh Awaiting requested review from lnhsingh lnhsingh is a code owner

@katmayb katmayb Awaiting requested review from katmayb katmayb is a code owner

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