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[PR #3124] docs: add Polaris news intelligence integration #3196

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opened 2026-06-05 18:21:23 -04:00 by yindo · 0 comments
yindo commented 2026-06-05 18:21:23 -04:00
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📋 Pull Request Information

Original PR: https://github.com/langchain-ai/docs/pull/3124
Author: @JohnnyTarrr
Created: 3/14/2026
Status: 🔄 Open

Base: main ← Head: feat/add-polaris-news-integration

📝 Commits (1)

  • 4ce162d docs: add Polaris news intelligence integration

📊 Changes

3 files changed (+300 additions, -0 deletions)

View changed files

➕ src/oss/python/integrations/providers/polaris.mdx (+28 -0)
➕ src/oss/python/integrations/retrievers/polaris.mdx (+103 -0)
➕ src/oss/python/integrations/tools/polaris.mdx (+169 -0)

📄 Description

What

Adds Polaris as a LangChain tool and retriever integration. Polaris provides verified, confidence-scored news intelligence for AI agents across 18 verticals.

Files added

  • src/oss/python/integrations/providers/polaris.mdx — Provider overview
  • src/oss/python/integrations/tools/polaris.mdx — 7 tools (search, feed, brief, extract, entities, compare, research)
  • src/oss/python/integrations/retrievers/polaris.mdx — RAG retriever with confidence filtering

Package

Why

News is a vertical where raw web search falls short — agents need confidence scoring, bias detection, and source verification. Polaris fills this gap as a dedicated news intelligence layer.

All examples use the free demo key so reviewers can run them without signup.

🔄 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/3124 **Author:** [@JohnnyTarrr](https://github.com/JohnnyTarrr) **Created:** 3/14/2026 **Status:** 🔄 Open **Base:** `main` ← **Head:** `feat/add-polaris-news-integration` --- ### 📝 Commits (1) - [`4ce162d`](https://github.com/langchain-ai/docs/commit/4ce162d1f5146ebb027b6de6032eedcc987c7e67) docs: add Polaris news intelligence integration ### 📊 Changes **3 files changed** (+300 additions, -0 deletions) <details> <summary>View changed files</summary> ➕ `src/oss/python/integrations/providers/polaris.mdx` (+28 -0) ➕ `src/oss/python/integrations/retrievers/polaris.mdx` (+103 -0) ➕ `src/oss/python/integrations/tools/polaris.mdx` (+169 -0) </details> ### 📄 Description ## What Adds Polaris as a LangChain tool and retriever integration. Polaris provides verified, confidence-scored news intelligence for AI agents across 18 verticals. ### Files added - `src/oss/python/integrations/providers/polaris.mdx` — Provider overview - `src/oss/python/integrations/tools/polaris.mdx` — 7 tools (search, feed, brief, extract, entities, compare, research) - `src/oss/python/integrations/retrievers/polaris.mdx` — RAG retriever with confidence filtering ## Package - **PyPI**: [langchain-polaris](https://pypi.org/project/langchain-polaris/) (v0.1.1, published) - **GitHub**: [polaris-sdks](https://github.com/JohnnyTarrr/polaris-sdks) - **Docs**: https://thepolarisreport.com/docs ## Why News is a vertical where raw web search falls short — agents need confidence scoring, bias detection, and source verification. Polaris fills this gap as a dedicated news intelligence layer. All examples use the free `demo` key so reviewers can run them without signup. --- <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 18:21:23 -04:00
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Reference: langchain-ai/docs#3196
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