Your RAG Agent Forgets Everything After One Message - Here’s How I Fixed It with Databricks…

Your RAG Agent Forgets Everything After One Message - Here’s How I Fixed It with Databricks Lakebase Building a context-aware RAG system end-to-end: from PDF parsing to multi-turn conversations that actually remember Most RAG tutorials show you how to build a system that answers questions from documents. You parse some PDFs, chunk them, embed them, retrieve relevant context, and feed it to an LLM. Works great - until the user asks a follow-up question.