Projects

End-to-End SQL Database Chatbot using Llama3

End-to-End SQL Database Chatbot using Llama3

End-to-End SQL Database Chatbot using Llama3

Chat with your Database

Chat with your Database

Chat with your Database

This SQL Database Chatbot is an AI-powered tool designed to simplify database querying and provide real-time insights through natural language interactions. Leveraging the power of Llama 3, it bridges the gap between users and databases with remarkable accuracy and flexibility.

Technology:

MySQL, RAG, SQL-Agent, Langchain, GroqAPI, Streamlit

Timeline:

June 2024

Key Achievements:

  • Enabled robust access to SQLite and MySQL databases, ensuring compatibility and flexibility for diverse use cases.

  • Developed a SQL Database Toolkit powered by Llama 3 zero-shot question answering, enabling accurate interpretation and execution of complex SQL queries.

  • Built a responsive user interface with Streamlit, allowing users to query databases and receive instant results effortlessly.