quarry vs RAG

Locally hosted semantic search for AI agents. 20+ document formats, hybrid search, agent memory, zero cloud dependencies. MCP server + CLI.

Provides cloud-based document management and semantic search using OpenAI embeddings with in-memory vector storage, enabling retrieval-augmented generation workflows through document ingestion, metadata filtering, and cosine similarity search.

MCP Servers

MCP Servers

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