This PoC demonstrates an agentic orchestration layer that routes between tools (data.gouv.fr search and Qdrant RAG) while keeping a simple Chainlit UI. It mirrors the intent of OpenWebUI native tool mode: the LLM decides when to respond directly or call tools in a loop, with visible tool steps. - View it on GitHub