tencent

tencent/weknora

LLM-powered framework for deep document understanding, semantic retrieval, and context-aware answers using RAG paradigm.

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WeKnora is a comprehensive, LLM-powered framework designed for deep document understanding and semantic retrieval, enabling high-quality, context-aware answers through the RAG paradigm. It's ideal for organizations needing intelligent document processing across various formats including PDFs, Word documents, and images. The framework combines multimodal preprocessing, semantic vector indexing, and intelligent retrieval to support applications like enterprise knowledge management, academic research analysis, technical support, and legal compliance review.

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