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
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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.