LLM_Data_speak

Overview

This project combines the power of Language Model (LLM) frameworks, Google Palm API, and Streamlit to create an interactive tool for gaining insights into a MySQL database. With the ability to generate SQL queries using natural language, users can seamlessly communicate with the database, retrieve valuable information, and visualize data patterns.

Requirements:

langchain==0.0.284
python-dotenv==1.0.0
streamlit==1.22.0
tiktoken==0.4.0
faiss-cpu==1.7.4
protobuf~=3.19.0
langchain_experimental
mysql-connector-python
pymysql
sentence-transformers
chromadb\

Acknowledgments

I would like to express my sincere gratitude to codebasic for their invaluable tutorials and code examples. Their guidance and clear explanations have been instrumental in helping me understand and implement the language model (LLM) in this project.\

Thank you for sharing your knowledge and making a positive impact on my learning journey!