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[PR #2982] [MERGED] docs(vectorstores): normalize and fix links, and correct examples #3065

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opened 2026-06-05 18:20:59 -04:00 by yindo · 0 comments
yindo commented 2026-06-05 18:20:59 -04:00
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📋 Pull Request Information

Original PR: https://github.com/langchain-ai/docs/pull/2982
Author: @FerroEduardo
Created: 3/7/2026
Status: ✅ Merged
Merged: 5/28/2026
Merged by: @npentrel

Base: main ← Head: enhance-vector-store-docs

📝 Commits (10+)

  • 1e7fea7 fix(docs): correct variable name for PGEngine initialization in vector store integration
  • 403b620 fix(docs): update API reference links for various vector store integrations
  • 42b2398 fix(docs): update links for RAG guides in vector store documentation
  • 06cebd5 fix(docs): update API references for various vector stores in documentation
  • f31848c docs: fix broken links
  • 58cd541 Apply suggestion from @npentrel
  • 06f3195 Apply suggestion from @npentrel
  • de0192e Apply suggestion from @npentrel
  • d8c4847 Apply suggestion from @npentrel
  • 6cae727 fix links

📊 Changes

29 files changed (+115 additions, -94 deletions)

View changed files

📝 pipeline/preprocessors/link_map.py (+15 -0)
📝 src/oss/python/integrations/vectorstores/alibabacloud_mysql.mdx (+1 -1)
📝 src/oss/python/integrations/vectorstores/astradb.mdx (+6 -6)
📝 src/oss/python/integrations/vectorstores/azure_db_for_postgresql.mdx (+3 -3)
📝 src/oss/python/integrations/vectorstores/chroma.mdx (+6 -6)
📝 src/oss/python/integrations/vectorstores/couchbase.mdx (+3 -3)
📝 src/oss/python/integrations/vectorstores/databricks_vector_search.mdx (+4 -4)
📝 src/oss/python/integrations/vectorstores/elasticsearch.mdx (+4 -4)
📝 src/oss/python/integrations/vectorstores/gel.mdx (+2 -2)
📝 src/oss/python/integrations/vectorstores/google_bigtable.mdx (+3 -3)
📝 src/oss/python/integrations/vectorstores/index.mdx (+1 -1)
📝 src/oss/python/integrations/vectorstores/lindorm.mdx (+1 -1)
📝 src/oss/python/integrations/vectorstores/milvus.mdx (+5 -5)
📝 src/oss/python/integrations/vectorstores/mongodb_atlas.mdx (+9 -3)
📝 src/oss/python/integrations/vectorstores/oceanbase.mdx (+1 -1)
📝 src/oss/python/integrations/vectorstores/opengauss.mdx (+3 -3)
📝 src/oss/python/integrations/vectorstores/pgvector.mdx (+5 -5)
📝 src/oss/python/integrations/vectorstores/pgvectorstore.mdx (+4 -4)
📝 src/oss/python/integrations/vectorstores/pinecone.mdx (+5 -5)
📝 src/oss/python/integrations/vectorstores/pinecone_sparse.mdx (+3 -4)

...and 9 more files

📄 Description

Overview

Standardizes and corrects documentation across vector store pages.

Type of change

Type: Update existing documentation and fix typo/bug/link/formatting

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

Main changes

  • Fix wrong variable name used for pgvector
  • Fix outdated API reference links
  • Update RAG references to updated pages

Additional notes

Looks like some pages RAG tutorial pages were removed, so I replaced with existing ones

🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.

## 📋 Pull Request Information **Original PR:** https://github.com/langchain-ai/docs/pull/2982 **Author:** [@FerroEduardo](https://github.com/FerroEduardo) **Created:** 3/7/2026 **Status:** ✅ Merged **Merged:** 5/28/2026 **Merged by:** [@npentrel](https://github.com/npentrel) **Base:** `main` ← **Head:** `enhance-vector-store-docs` --- ### 📝 Commits (10+) - [`1e7fea7`](https://github.com/langchain-ai/docs/commit/1e7fea7d97d567aea1325e07a2ed03037da8ef7a) fix(docs): correct variable name for PGEngine initialization in vector store integration - [`403b620`](https://github.com/langchain-ai/docs/commit/403b620101265ae9f7903a12a0ef53f7589fe846) fix(docs): update API reference links for various vector store integrations - [`42b2398`](https://github.com/langchain-ai/docs/commit/42b239898b17e78feb8cb9f6c6b767fe7e167625) fix(docs): update links for RAG guides in vector store documentation - [`06cebd5`](https://github.com/langchain-ai/docs/commit/06cebd50c14ad7b0ae0e4ecf734aa0a5e5d5aa8b) fix(docs): update API references for various vector stores in documentation - [`f31848c`](https://github.com/langchain-ai/docs/commit/f31848ca94b8ec02fba113d5675c4b0aa9fc7b7f) docs: fix broken links - [`58cd541`](https://github.com/langchain-ai/docs/commit/58cd541ea360f279faaba6eb56ac1cd9eb35d282) Apply suggestion from @npentrel - [`06f3195`](https://github.com/langchain-ai/docs/commit/06f31952b982d90f2a4951b289a5cb9d4ed91623) Apply suggestion from @npentrel - [`de0192e`](https://github.com/langchain-ai/docs/commit/de0192e521992ecfada0098d9b7850a02a55e186) Apply suggestion from @npentrel - [`d8c4847`](https://github.com/langchain-ai/docs/commit/d8c4847b3b98c210d182f4cdd6204a7a7b76fedf) Apply suggestion from @npentrel - [`6cae727`](https://github.com/langchain-ai/docs/commit/6cae727eed11d3680a9f2e17eaa6bf72ffa657f9) fix links ### 📊 Changes **29 files changed** (+115 additions, -94 deletions) <details> <summary>View changed files</summary> 📝 `pipeline/preprocessors/link_map.py` (+15 -0) 📝 `src/oss/python/integrations/vectorstores/alibabacloud_mysql.mdx` (+1 -1) 📝 `src/oss/python/integrations/vectorstores/astradb.mdx` (+6 -6) 📝 `src/oss/python/integrations/vectorstores/azure_db_for_postgresql.mdx` (+3 -3) 📝 `src/oss/python/integrations/vectorstores/chroma.mdx` (+6 -6) 📝 `src/oss/python/integrations/vectorstores/couchbase.mdx` (+3 -3) 📝 `src/oss/python/integrations/vectorstores/databricks_vector_search.mdx` (+4 -4) 📝 `src/oss/python/integrations/vectorstores/elasticsearch.mdx` (+4 -4) 📝 `src/oss/python/integrations/vectorstores/gel.mdx` (+2 -2) 📝 `src/oss/python/integrations/vectorstores/google_bigtable.mdx` (+3 -3) 📝 `src/oss/python/integrations/vectorstores/index.mdx` (+1 -1) 📝 `src/oss/python/integrations/vectorstores/lindorm.mdx` (+1 -1) 📝 `src/oss/python/integrations/vectorstores/milvus.mdx` (+5 -5) 📝 `src/oss/python/integrations/vectorstores/mongodb_atlas.mdx` (+9 -3) 📝 `src/oss/python/integrations/vectorstores/oceanbase.mdx` (+1 -1) 📝 `src/oss/python/integrations/vectorstores/opengauss.mdx` (+3 -3) 📝 `src/oss/python/integrations/vectorstores/pgvector.mdx` (+5 -5) 📝 `src/oss/python/integrations/vectorstores/pgvectorstore.mdx` (+4 -4) 📝 `src/oss/python/integrations/vectorstores/pinecone.mdx` (+5 -5) 📝 `src/oss/python/integrations/vectorstores/pinecone_sparse.mdx` (+3 -4) _...and 9 more files_ </details> ### 📄 Description ## Overview Standardizes and corrects documentation across vector store pages. ## Type of change **Type:** Update existing documentation and fix typo/bug/link/formatting ## Checklist <!-- Put an 'x' in all boxes that apply --> - [X] I have read the [contributing guidelines](README.md) - [X] I have tested my changes locally using `docs dev` - [X] All code examples have been tested and work correctly - [X] I have used **root relative** paths for internal links - [X] I have updated navigation in `src/docs.json` if needed ## Main changes - Fix wrong variable name used for pgvector - Fix outdated API reference links - Update RAG references to updated pages ## Additional notes Looks like some pages RAG tutorial pages were removed, so I replaced with existing ones --- <sub>🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.</sub>
yindo added the pull-request label 2026-06-05 18:20:59 -04:00
yindo closed this issue 2026-06-05 18:20:59 -04:00
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Reference: langchain-ai/docs#3065
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