Built a RAG-based financial analysis ChatBot using NIFTY 50 data, integrating LLaMA 2.0 for query handling. Applied NLP techniques to extract financial metrics and map related tables for context. Used BERT, TF-IDF, and cosine similarity for efficient retrieval from vector databases.