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KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning and factual Q&A solutions for professional domain knowledge bases. It can effectively overcome the shortcomings of the traditional RAG vector similarity calculation model.

TranslatedOpen Source, Free, Cross-Platform Bilibili Video Downloader. Supports multi-threaded acceleration, audio/video separation, danmaku (bullet comment) and metadata retrieval, custom naming and categorization, and more.

  • bilibili
  • wxpython
  • python
  • linux