Created a Hybrid RAG pipeline combining dense retrieval (FAISS) and keyword search (BM25) for improved document retrieval accuracy. Used LlamaIndex and OpenAI embeddings.
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12
Developed an AI agent system using LangChain Agents and custom tools. The agent can search the web, read documents, and answer multi-step questions autonomously. Built with Python.
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20
Built an AI customer support chatbot using LangChain and OpenAI GPT. The bot handles FAQs, escalates complex queries, and maintains conversation memory. Deployed via FastAPI REST API.
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Built a RAG-based document Q&A system using LangChain, FAISS, and OpenAI API. Users can upload PDFs and ask questions in natural language. Built with Python and FastAPI backend.