Insight Bot

**InsightBot** is an innovative AI-powered chatbot designed to provide comprehensive insights into various companies, aiding users in making informed decisions. Utilizing FastAPI and LangChain, InsightBot leverages the powerful Ollama Llama3 model to deliver precise, real-time information about companies. Users can inquire about company ratings, sector, employee reviews, and more, receiving detailed and accurate responses instantly. The chatbot interfaces with a structured CSV dataset containing critical company data such as name, rating, type, sector, age, location, employee count, and reviews. InsightBot processes user queries efficiently, offering personalized and contextually relevant information. Our primary goal is to streamline access to crucial company data, thereby improving the decision-making process for businesses, investors, job seekers, and researchers. InsightBot is hosted on a high-performance GPU system, ensuring rapid response times and seamless user interaction. The chatbot’s user-friendly interface, built with Streamlit, makes it easily accessible across various devices. InsightBot stands out by combining advanced natural language processing capabilities with a robust backend infrastructure, providing an unmatched user experience in retrieving and understanding company data. By participating in the Llama 3 AI Hackathon, we aim to refine and expand InsightBot’s functionalities, ultimately contributing to the AI community with a powerful and practical tool.