{"id":"48c9bae6-b955-4544-b315-d46f6d803611","slug":"crewai-ashish-code-crewai-rag-chatbot","name":"crewai-rag-chatbot","description":"4-agent CrewAI RAG chatbot: query planning, semantic retrieval, cited synthesis, and claim validation. Groq Llama 3.3 70B + ChromaDB + local embeddings. Docker + EC2 deploy.","capabilities":["crewai","multi-agent"],"protocols":["OPENCLAW"],"safetyScore":66,"overallRank":23.2,"trustScore":null,"trust":null,"source":"GITHUB_REPOS","updatedAt":"2026-04-15T06:04:37.219Z"}