stepanogil/autonomous-hr-chatbot
An autonomous HR agent that can answer user queries using tools
Built with LangChain's agent framework, the system combines multiple specialized tools: semantic search over HR policies via Pinecone vector embeddings, dynamic employee data querying through PythonAstREPLTool, and mathematical calculations via LLMMathChain. The Streamlit frontend integrates with ChatGPT/gpt-3.5-turbo as the reasoning engine, with optional Azure OpenAI backend support and data pipeline integration through Azure Data Factory and Data Lake for production HR systems like SAP HCM.
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Last pushed
Sep 30, 2024
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