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uscis-visa-bulletin-rag
uscis-visa-bulletin-rag PublicA production-grade, cloud-native Retrieval-Augmented Generation (RAG) system for querying USCIS Visa Bulletin PDFs using hierarchical chunking, table-aware indexing, Chroma, Vertex AI (Gemini), Clo…
Jupyter Notebook
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End-to-End-MCP-Tooling-System-with-Vertex-AI-Gemini
End-to-End-MCP-Tooling-System-with-Vertex-AI-Gemini PublicEnd-to-end MCP tooling system implementing a FastMCP server and STDIO-based client with JSON-RPC, multi-step tool chaining, and Vertex AI Gemini–powered orchestration.
Python
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mcp-document-intelligence
mcp-document-intelligence PublicA protocol-driven RAG system that decouples LLM reasoning from tool execution using MCP, enabling scalable document intelligence with ChromaDB and OpenAI. Implements an MCP client–server architectu…
Python
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Domain-Adaptive-LLM-Fine-Tuning-for-Enterprise-Policy-QA
Domain-Adaptive-LLM-Fine-Tuning-for-Enterprise-Policy-QA PublicProduction-grade pipeline for domain-adaptive fine-tuning of a small LLM using enterprise policy documents. Implements synthetic instruction generation, automated data quality filtering, LoRA-based…
Python 1
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