[Summary] Good AI/LLM Tasks for Newcomers

[imbajin]

For Newcomers/Students: (新手村任务)

• .... (check in the sub-issues)

Tiny Task

• enable auto-building LLM doc in all HugeGraph repos🤖 (refer here) & add the deepwiki 🔗 link in README as one of the priority document references (So as other repos)
• Fix the TODO / FIXME in (LLM)code (Could submit PR directly when modification is tiny)- [ ]
• upgrade to python3.11/3.12 (for better perf & syntax check)
• use ruff for code format (replace black/flake)
• use mypy for code lint (Enhance code robustly)
• .... (check details in the sub-issues ↓)

Medium Task

• Improve/Impl (graph) property based vectorization #228
• Support vector-store layer & add a vectordb support #239
• support MCP for HugeGraph server (provide CRUD for vertex & edge)
• support MCP for GraphRAG server (...)

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Refer Docs: (Read Fisrt)

• https://github.com/apache/incubator-hugegraph-ai/wiki#aillmml-docs
• https://deepwiki.com/apache/incubator-hugegraph-ai
• https://github.com/apache/incubator-hugegraph-ai/blob/main/hugegraph-llm/quick_start.md
• https://github.com/apache/incubator-hugegraph/wiki/The-style-config-for-HugeGraph-in-IDEA#0x00-github-prgit-processusage (Read it before submit a PR~)

[diya-he]

Apply for the first and third tasks

[Aryankb]

hey @imbajin ,
i want to work on these tasks. can you please assign me? I am working on "enable auto-restart/reload code in fastapi"

[Aryankb]

hey @imbajin ,
i have fixed one issue . now fastapi is detecting file changes and reloading. i want to work on other issues too. can you please guide me?