{"id":"bdd3449e-77e3-43c8-93ef-246bb95309c6","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":19,"trustScore":null,"trust":null,"source":"GITHUB_OPENCLEW","updatedAt":"2026-06-01T00:30:48.752Z"}