ndjordjevic/pinrag

v0.9.15 Breaking

This release includes 1 breaking change for platform teams planning a safe upgrade.

Published 2mo MCP Developer Tools

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✓ No known CVEs patched

Read the diff → Tool health → What is this tool? →

✓ No known CVEs patched in this version

Topics

chromadb cursor discord github-repos langchain mcp

+8 more

mcp-server model-context-protocol pdf pypi python llm vscode youtube

Affected surfaces

auth

Summary

AI summary

Default LLM provider set to OpenAI requiring only OPENAI_API_KEY for startup.

Full changelog

v0.9.15 — OpenAI default LLM and one-click env pre-fill

Summary: Default chat uses OpenAI (single OPENAI_API_KEY); Cursor and VS Code one-click installs pre-fill OPENAI_API_KEY and optional PINRAG_PERSIST_DIR; LAUNCHGUIDE and MCP skill updates.

Configuration

Default LLM — PINRAG_LLM_PROVIDER defaults to openai; startup validation requires only OPENAI_API_KEY unless you opt into Anthropic, Cohere embeddings, etc.
MCP Registry (server.json) — Env metadata lists required OpenAI key and optional persist dir (no Anthropic in marketplace snippet).

Docs and install

One-click install — Cursor install-mcp config and VS Code vscode-mcp-install.html pre-fill empty OPENAI_API_KEY and PINRAG_PERSIST_DIR.
README — Quick Start and config table updated for OpenAI defaults.
LAUNCHGUIDE — Marketplace-aligned setup, tags, and Getting Started tools.

Tooling

.cursor/skills/run-pinrag-mcp-tool — MCP-only indexing/querying; server discovery and tool table.

Breaking Changes

`PINRAG_LLM_PROVIDER` default changed to `openai`; startup now requires only `OPENAI_API_KEY` unless opting into other providers.

View diff on GitHub

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About ndjordjevic/pinrag

RAG for PDFs, YouTube, GitHub repos, Discord exports; index documents and query with citations.

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