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Overview

Documenting thirdparty langchain-localai reranker

Type of change

Type: New documentation page

Related issues/PRs

mkhludnev/langchain-localai#6

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

Signed-off-by: Mikhail Khludnev <mkhl@apache.org>
Copilot AI review requested due to automatic review settings November 4, 2025 19:51
@mkhludnev mkhludnev requested a review from mdrxy as a code owner November 4, 2025 19:51
@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 Nov 4, 2025
Signed-off-by: Mikhail Khludnev <mkhl@apache.org>
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Pull Request Overview

This PR adds a new LocalAI Reranker documentation page and updates the LocalAI embeddings page title for consistency.

Key changes:

  • Created documentation for LocalAI Reranker functionality with installation and usage examples
  • Updated the LocalAI embedding page title from "LocalAI" to "LocalAI Embedding" for clarity

Reviewed Changes

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

File Description
src/oss/python/integrations/text_embedding/localai.mdx Updated page title to "LocalAI Embedding" for consistency with other embedding integration pages
src/oss/python/integrations/document_transformers/localai_rerank.mdx Added new documentation page for LocalAI Reranker with installation instructions and usage example

…nk.mdx

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Copilot AI review requested due to automatic review settings November 4, 2025 20:02
…nk.mdx

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
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Pull Request Overview

Copilot reviewed 2 out of 2 changed files in this pull request and generated 3 comments.

@mdrxy mdrxy added the new-integration New LangChain partner integration label Nov 5, 2025
…nk.mdx

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Copilot AI review requested due to automatic review settings November 5, 2025 07:19
…nk.mdx

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
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Pull Request Overview

Copilot reviewed 2 out of 2 changed files in this pull request and generated 1 comment.

Comment on lines +27 to +30
openai_api_key=os.environ.get("OPENAI_API_KEY"),
model="bge-reranker-v2-m3",
openai_api_base="http://localhost:8080",
)
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The indentation is inconsistent. The arguments in the LocalAIRerank constructor have excessive indentation (8 spaces) which differs from standard Python conventions. Consider using 4 spaces for better consistency with the rest of the codebase.

Suggested change
openai_api_key=os.environ.get("OPENAI_API_KEY"),
model="bge-reranker-v2-m3",
openai_api_base="http://localhost:8080",
)
openai_api_key=os.environ.get("OPENAI_API_KEY"),
model="bge-reranker-v2-m3",
openai_api_base="http://localhost:8080",
)

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langchain For docs changes to LangChain new-integration New LangChain partner integration oss python For content related to the Python version of LangChain projects

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2 participants