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document-intelligence

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POC of an AI assistant for digital protocol systems. Uses Model Context Protocol (MCP), Spring Boot, Spring AI, LiteParse gRPC, and local LLMs powered by llama.cpp and Qwen to analyze administrative documents, extract relevant information, and generate structured protocol registration suggestions for human validation.

  • Updated Jul 20, 2026
  • Java

A local, secure, and visual RAG (Retrieval-Augmented Generation) assistant built with Spring Boot 3 (Spring AI), React (Vite), and Qdrant. Runs entirely offline via Ollama to extract text and embedded screenshots/images from documents with strict anti-hallucination guards.

  • Updated Jun 14, 2026
  • Java

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