--> Developed a system that generates and retrieves SQL queries based on natural language input using ChatGroq (LLM), HuggingFace Embeddings, and Chroma for semantic search and vectorized storage.
--> Utilized Langchain for chaining query prompts and SQL execution.
-->Applied few-shot learning techniques to improve the accuracy of SQL queries. Optimized for seamless interaction with SQL databases, enabling efficient and conversational query responses.