ragi

Level FSource

ragi — Retrieval that rises. Eval-first, agent-agnostic RAG toolkit: define, measure, iterate, ship as a portable retrieval contract (Python lib / MCP server) any agent consumes.

⭐ 0Search & InfoPythonRepo ↗Updated 2026-07-27

Installation

View source repo →

Related servers

worldmonitor⭐ 89.9k · Search & InfoReal-time global intelligence dashboard. AI-powered news aggregation, geopolitic deer-flow⭐ 84.4k · Search & InfoAn open-source long-horizon SuperAgent harness that researches, codes, and creat ruflo⭐ 80.5k · Search & Info🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate headroom⭐ 78.5k · Search & InfoCompress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20 mem0⭐ 68.2k · Search & InfoThe Memory Layer for AI Agents - Drop-in memory infrastructure for AI agents and core⭐ 68.1k · Search & InfoThe Memory Layer for AI Agents - Drop-in memory infrastructure for AI agents and