You only need Postgres if you want durable LangGraph checkpoints and /memories/. If DATABASE_URL is unset, the app runs fully in memory for the current process. With both DATABASE_URL and the CHAINLIT ...
Traditional RAG systems are stateless: every query starts from scratch, ignoring prior interactions. This leads to inconsistent answers across sessions, redundant retrievals, and inability to learn ...
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