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kg307/kg-data-engineering-knowledge-base

sourceHugging Facemitupdated 2mo agoView on Hugging Face
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App README

๐Ÿค– KG: Agentic Data Engineering Assistant An AI system engineered by Kenroy Green

This Space hosts a multi-tool Agentic Data Engineering Assistant that automatically routes questions to the most appropriate tool:

  • โ€”๐Ÿง  Knowledge Base โ€” Semantic search across curated data engineering docs using RAG (LlamaIndex + Pinecone)
  • โ€”๐Ÿ› ๏ธ SQL Generator โ€” Produces production-ready, commented SQL queries from plain English descriptions
  • โ€”๐ŸŒ Web Search โ€” Retrieves current documentation, release notes, and best practices from the web

Built with LlamaIndex, Pinecone, OpenAI GPT-4o-mini, and Gradio. Deployed on Hugging Face Spaces.

Built by Kenroy Green | Senior Data Engineer & AI Engineer Portfolio | LinkedIn