Self Querying Retrieval

🧠 The Concept In standard RAG, the system is a bit "dumb." "Romantic movies from the 90s", a standard vector search just looks for the words "Romantic", "movies", and "90s". "90s" is a date range or a category. Self-Querying Retrieval changes this by giving the LLM a "Search Bar" and "Filters".