# SIMILARITY SEARCH with scores - if (all_Scores) < 0.7 return sorry cant help you with this # Test measures for with similarity search - with RAG behaves determinastically for the asked question then test it. # Batch File support - Proper Interface # fallback strategy # MultiLangual Support Research # Chunking Visualization # Monitoring Dashboard # Cache Implemenation, - with backoff strategy for model change, # Last 10 Message History Maintain # Async architecture # Batch Processing