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docs: Add FAQ section for common questions#119

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meichuanyi wants to merge 2 commits into
Ontos-AI:mainfrom
meichuanyi:docs/add-faq-section
Open

docs: Add FAQ section for common questions#119
meichuanyi wants to merge 2 commits into
Ontos-AI:mainfrom
meichuanyi:docs/add-faq-section

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This PR adds a comprehensive FAQ section to README.md covering:

  • What is Knowhere (document memory for AI agents)
  • Document handling capabilities (multi-format parsing, hierarchy extraction)
  • Agentic Retrieval vs traditional RAG
  • LLM/VLM dependencies (DeepSeek/Qwen-VL, model-agnostic)
  • Getting started (Cloud API or self-host)
  • Supported formats (PDF/DOCX/Images/Markdown)
  • Citation and benchmark capabilities
  • Help resources

The FAQ provides quick answers for users exploring Knowhere's document processing capabilities and improves documentation accessibility.

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