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Chatbot using RAG + Groq API
Retrieval-augmented generation chatbot with Next.js frontend and Node.js backend for intelligent website search and conversational queries.
2024 • fullstack
Next.jsNode.jsRAGGroq API
Overview
Built an intelligent chatbot using retrieval-augmented generation with Groq API for fast inference. Implemented website content indexing and semantic search for accurate context retrieval. Created Next.js frontend with streaming responses for real-time interaction.
Key Features
- ▸Retrieval-augmented generation
- ▸Conversational AI interface
- ▸Website content indexing
- ▸Semantic search capabilities
- ▸Context-aware responses
- ▸Real-time streaming responses