flowchart TB User --> ChatUI ChatUI --> QueryEngine QueryEngine --> CacheCheck{Redis Cache?} CacheCheck -->|Miss| Retriever Retriever --> VectorDB[(Weaviate)] Retriever --> KeywordSearch[(BM25/Postgres)] QueryEngine --> LLM LLM -->|RAG| Context[Document Chunks] LLM -->|Generate| Response