KnowledgeOps AI is an end-to-end document intelligence platform designed for real-world use. Built with FastAPI, LangChain, and pgvector, it supports multi-format document ingestion (PDF, Word, HTML), semantic embeddings, and hybrid retrieval. An integrated agent framework allows self-refinement of responses, while observability is powered by Prometheus and Grafana for monitoring performance. The system is containerized with Docker, supports CI/CD, and can be deployed to Hugging Face or cloud environments. Ideal for enterprises, startups, or developers looking to integrate Retrieval-Augmented Generation (RAG) into their workflows.
KnowledgeOps AI is an end-to-end document intelligence platform designed for real-world use. Built with FastAPI, LangChain, and pgvector, it supports multi-format document ingestion (PDF, Word, HTML), semantic embeddings, and hybrid retrieval. An integrated agent framework allows self-refinement of responses, while observability is powered by Prometheus and Grafana for monitoring performance. The system is containerized with Docker, supports CI/CD, and can be deployed to Hugging Face or cloud environments. Ideal for enterprises, startups, or developers looking to integrate Retrieval-Augmented Generation (RAG) into their workflows.
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