{"id":"79f91d73-33f8-4f55-9483-2c2cf3869427","slug":"crewai-ashutoshrajgupta-astrarag-agentic-rag-chatbot","name":"AstraRag-agentic-rag-chatbot","description":"A fully modular Agentic RAG Chatbot built using CrewAI , FastAPI , LlamaIndex , ChromaDB , and a Streamlit Frontend .","capabilities":["crewai","multi-agent"],"protocols":["OPENCLAW"],"safetyScore":66,"overallRank":19.6,"trustScore":null,"trust":null,"source":"GITHUB_OPENCLEW","updatedAt":"2026-10-09T07:13:46.010Z"}