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An AI-powered chatbot designed to answer user queries using structured reasoning chains and packed with Retrieval Augmented Generation. Mimicking the thinking steps alongside with retrieving provided documents to make better response.
React.jsFlaskChainlitLangChainsDocker
Project Overview
A sophisticated AI chatbot that combines structured reasoning with RAG capabilities.
The system demonstrates advanced natural language processing and document retrieval techniques.
Technical highlights:
- Implemented reasoning chains for step-by-step problem solving
- Integrated RAG for context-aware responses
- Built scalable backend with Flask
- Containerized deployment with Docker
- Real-time document processing and retrieval
Key Features
- Structured reasoning chains
- Document retrieval and processing
- Context-aware responses
- Real-time query processing
- Scalable architecture
- Docker containerization
- Interactive chat interface
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