weijinglin opened a new pull request, #406:
URL: https://github.com/apache/incubator-hugegraph-doc/pull/406

   ## Changes
   - Added detailed Docker deployment instructions in the HugeGraph-AI 
quickstart guide
   - Added documentation for two Docker images:
     - hugegraph/rag: For building and running RAG functionality, suitable for 
quick deployment and development
     - hugegraph/rag-bin: Binary version compiled with Nuitka, suitable for 
production environment
   - Added complete steps for pulling, starting and running demo with Docker 
images
   - Optimized document structure and adjusted section numbering
   
   ## Related Links
   - Docker image URLs:
     - https://hub.docker.com/r/hugegraph/rag/tags
     - https://hub.docker.com/r/hugegraph/rag-bin/tags
   
   ## Testing
   - Verified Docker images can be pulled and run successfully
   - Confirmed all commands in documentation work as expected
   - Checked document formatting and link validity
   
   ## Additional Notes
   - Documentation update only, no code changes
   - Maintained consistency between Chinese and English documentation
   
   ## Final Result
   
![img_v3_02n3_ac8c3b6b-344d-495b-8c2f-e56ecfa2299g](https://github.com/user-attachments/assets/6fb4fe2a-cb8e-4277-ab4f-3f028f3fd610)
   


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