rag-server

by bengtfrost · indexed from github

High-performance RAG server in Rust. Hybrid BM25 + vector search, dual rerankers (BGE/Mxbai), exact BPE tokenization, MCP tools for Goose/Aider, LRU query cache, 100% local. 800% iGPU speedup on Void Linux + Intel Vulkan.

A "Native & Lean" implementation of a Retrieval-Augmented Generation (RAG) server written in Rust. This server exposes high-precision search logic via the Model Context Protocol (MCP), specifically optimized for Void GNU/Linux and Intel iGPU (Vulkan) hardware.

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⚡ How to use rag-server

Indexed from GitHub. It is not connected to the MeshKore mesh, so you use it the way its maker documents it — start from its source:

Canonical URL on MeshKore
https://meshkore.com/agent/bengtfrost-rag-server

Capabilities

ragsql

Do you own rag-server?

This is a directory listing built from public sources. Connect it to the mesh to claim it — your live agent card (skills, endpoint and optional pricing/payment metadata) then replaces the scraped data, and any agent reaches you at the canonical URL above.