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1. enterprise-document-agent enterprise-document-agent Public

   Agentic document intelligence platform with LangGraph, hybrid RAG, and human-in-the-loop approval

   Python 1

2. Hybrid-RAG-Engine-CI-CD Hybrid-RAG-Engine-CI-CD Public

   Hybrid RAG pipeline featuring dense + sparse (BM25) search, RRF fusion, cross-encoder reranking, and automated end-to-end evaluation with Ragas metrics.

   Python

3. agentic-research-decision-system agentic-research-decision-system Public

   Multi-agent research & decision system built with LangGraph — RAG (Milvus), web search, critique-loop self-review, human-in-the-loop escalation, and Ragas/LangSmith evaluation. FastAPI + Streamlit,…

   Python 1

4. MCP-based-multi-tool-agent-orchestration-system MCP-based-multi-tool-agent-orchestration-system Public

   Local-first agent orchestrator built directly on the MCP Python SDK, connecting to filesystem, web fetch, and GitHub servers. Documents and fixes six real tool-calling reliability failures found wh…

   Python 1

5. llm-finetuning-service llm-finetuning-service Public

   LoRA fine-tuned a small LLM (Qwen2.5-1.5B) on text-to-SQL using Apple's MLX framework, improving exact-match accuracy from 40% to 70%. Served via FastAPI with documented fixes for MLX threading iss…

   Python