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Designed and built a multi-agent AI chatbot system for Wafilife, a large e-commerce platform. The system uses LangGraph to orchestrate specialised agents: a product discovery agent that understands natural-language queries and returns relevant items, an order-status agent that queries the backend in real time, and a support escalation agent that routes complex issues to human agents. The chatbot handles thousands of conversations per day with minimal human intervention.
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LangGraph-orchestrated multi-agent architecture with specialised roles
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Natural-language product search with semantic similarity ranking
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Real-time order status queries against the e-commerce backend
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Automatic escalation to human agents for edge cases
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Bengali and English bilingual support for the local market
LangChainLangGraphFastAPIMulti-AgentPython
