AI Data Analysis With RAG

Introducing the AI Data Analysis With RAG project, a cutting-edge application that combines the use of RAG, Langchain, Faiss, and prompt engineering to automate data analysis with a chatbot. Through fine-tuning LLama2 using Pytorch and leveraging Pandas and Sci-kit library for regression, clustering, and classification, the project has achieved significant efficiency improvements in data processing time and accuracy. The automated analysis has delivered insights up to 50%, making it a game-changer in data analysis for businesses.