io.github.ndjordjevic

pinrag

PinRAG

MCP RAG: index PDFs, repos, YouTube, Discord, text; optional YouTube vision; query with citations.

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Package Details

pinrag

0.9.27•https://pypi.org/project/pinrag
Transportstdio
Runtimeuvx

Runtime Arguments

Positional
Position 0
--refresh
Position 1
pinrag

Environment Variables

OPENROUTER_API_KEY(str)
RequiredSecret

OpenRouter API key — required for the default chat LLM (PINRAG_LLM_PROVIDER defaults to openrouter). Get a key at openrouter.ai.

PINRAG_PERSIST_DIR(str)

Absolute path to the Chroma vector store directory (recommended so indexes are not tied to the server process cwd).