AI Bot for Research Paper
This project is an AI-based chatbot designed to assist with research papers. It utilizes Retrieval-Augmented Generation (RAG) to provide relevant and accurate information from a custom-built vector database. By integrating Google Generative AI for both embedding and chat capabilities, the bot can understand user queries in context and retrieve the most pertinent information.
Features
- Vector Database Creation: Build and persist a vector database using Chroma.
- Contextual Question Understanding: Reformulates user queries based on the chat history to ensure clarity.
- Accurate Information Retrieval: Retrieves relevant documents using similarity search.
- Concise Answer Generation: Provides concise and accurate answers to user queries.
