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    Project 12 · Case study

    AI Document Analysis Agent

    An autonomous, agentic RAG workflow implementing complex query decomposition and multi-modal knowledge retrieval from unstructured PDF documents.

    PythonLangChainOllamaChromaDBQdrantFastAPIDockerOpenCVRAG
    AI Document Analysis Agent

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    An autonomous, agentic RAG workflow for complex query decomposition and multi-modal knowledge retrieval from unstructured PDFs. The pipeline integrates OpenCV for computer vision-based document parsing, LangChain for orchestration, and local LLM inference via Ollama. Uses ChromaDB and Qdrant for vector similarity search, with Docker-containerized FastAPI endpoints providing REST access.