VelociRAG

stdionone★ 8search

Lightning-fast RAG for AI agents. 4-layer fusion (vector, BM25, graph, metadata), ONNX Runtime, sub-200ms search, no PyTorch.

Install

How to run this server

[ { "cmd": "pip install \"velocirag[mcp]\"", "imports": [] } ]

server path: velocirag

Tools

What this server exposes

4-layer fusion search with reranking

index

Add documents to the knowledge base

add_document

Insert single document

health

System diagnostics

list_sources

Show indexed document sources

Configuration

Environment & auth

authnone

Resources