This project is a Retrieval-Augmented Generation (RAG) (HYDE principle)based chatbot designed specifically for pensioners, leveraging the Mistral 7B LLM, ChromaDB, and LangChain. The bot efficiently answers queries related to central government pension schemes by retrieving relevant information and generating context-aware responses.
- RAG Architecture: Combines document retrieval with generative AI for accurate and personalized responses.
- Mistral 7B LLM: Utilizes a powerful language model fine-tuned for conversational tasks.
- ChromaDB Integration: Efficient vector database management for quick and relevant data retrieval.
- LangChain Framework: Seamlessly integrates retrieval, chunking, and response generation.
This chatbot is aimed at simplifying pension-related inquiries for senior citizens by providing reliable information with ease.