Claude Code multi-agent
Rag CLI
Local Retrieval-Augmented Generation (RAG) plugin for Claude Code that combines Chroma db vector embeddings with intelligent info retrieval with Multi-Agent Framework (MAF) orchestration for context-aware development assistance. Uses Open Source / Free frameworks. Implements bridge to Claude Code CLI so no token use. And it's easy to setup.
Install
/plugin marketplace add https://github.com/ItMeDiaTech/rag-cli.gitFound in the project README. Check it for setup steps after installing.
git clone https://github.com/ItMeDiaTech/rag-cli.gitFrom the README
RAG-CLI v2.0 DO NOT USE THIS TOOL FOR ANTHROPIC / CLAUDE - SEE BELOW Just a heads-up, turns out Anthropic / Claude does not like it when you avoid token usage cost by routing traffic to the CLI tool from them. This shadow banned me from their platform when I was on their $200 a month plan. They refuse to respond after months of submitting an appeal, etc, and no project I worked on violated any aspect of their Terms. After research, I see many people have been banned on similar cases. You have been warned. Local Retrieval-Augmented Generation system for Claude Code with Multi-Agent Framework integration. A production-ready Claude Code plugin that combines ChromaDB vector embeddings with intelligent document retrieval and Multi-Agent Framework (MAF) orchestration for context-aware development assistance. Project Status Current Version: 2.0.0 Status: Production Ready (with known limitations documented in KNOWN_ISSUES.md) Key Features: - ChromaDB-based vector storage with HNSW indexing - Hybrid search combining semantic and keyword matching - Multi-Agent Framework for intelligent query routing - Zero external API costs for document processing - Comprehensive plugin system (hooks, MCP server, slash commands) Alternative Project: For a standalone CLI experience with extended features, see dt-cli. Both projects are actively maintained and can be used together. Overview RAG-CLI is a production-ready local Retrieval-Augmented Generation system that enhances your development workflow by providing instant access to your project documentation, codebase context, and external resources. It works seamlessly with Claude Code as a native plugin, eliminating the need for external API calls while processing documents locally with enterprise-grade security and performance. Why…
Details
- Repository
- ItMeDiaTech/rag-cli
- Language
- Python
- License
- MIT
- Last updated
- 22 March 2026
- Topics
- claudeclimafmulti-agentpluginpythonragvector
FAQ
What is Rag CLI?
Local Retrieval-Augmented Generation (RAG) plugin for Claude Code that combines Chroma db vector embeddings with intelligent info retrieval with Multi-Agent Framework (MAF) orchestration for context-aware development assistance. Uses Open Source / Free frameworks. Implements bridge to Claude Code CLI so no token use. And it's easy to setup. It is a multi-agent for Claude Code, from ItMeDiaTech/rag-cli on GitHub.
How do I install Rag CLI?
Run /plugin marketplace add https://github.com/ItMeDiaTech/rag-cli.git inside Claude Code, then follow the setup in the README.
Is Rag CLI popular?
ItMeDiaTech/rag-cli has 53 GitHub stars and 10 forks. It was last updated on 22 March 2026.
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