[Summary] HugeGraph-ai roadmap & Contribution Wanted

[simon824]

Background

• https://github.com/apache/incubator-hugegraph-ai/wiki#aillmml-docs

Feature Description

If you are interested in the following tasks, feel free to claim them. Just comment below with the feature you would like to implement and create the corresponding issue.

• hugegraph-llm
  • [Discussion] The selection of Agentic/Taskflow frame #183
  • [Feature] Introduce FastAPI as the web framework of hugegraph-ai
  • [Feature] Support custom prompts by developer
  1. kg construction
  • [Feature] add document for kg construction
  • [Feature] Extract schema from HugeGraph for kg construction #18 @lzyxx77
  • [Feature] knowledge graph construction by llm #6 @lzyxx77
  • feat: refactor construct knowledge graph task #29
  2. convert nl to gremlin
  • [Feature] Convert natural language to gremlin #10
  3. retrieval augmented generation（RAG）
  • [Feature] Explore more combinations to improve accuracy
  • [Feature] rag based on HugeGraph #19 @Ling-Yuchen
• hugegraph-ml
  • [Feature] integration of HugeGraph with pyG
  • [Feature] integration of HugeGraph with DGL feat(ml): node emdedding, node classify and graph classify with models based on DGL #83
  • [Feature] integration of HugeGraph with PGL (consider reuse)
• hugegraph-python （refer to hugegraph-restful-api-doc ）
  • [Feature] initialize hugegraph python client #4
  • feat: add auth&metric&traverser&task api and ut #28
  • [Feature] implement variables api, add unit test and document #26
  • [Feature] implement version api, add unit test and document #14
• others
  • [Feature] introduce black for code format
  • [Feature] improve hugegraph-ai ci
  • [Feature] improve unit test coverage
  • [Feature] improve documents
  • [Feature] introduce pylint for code analysis #21
  • [Feature] improve project structure #16
• bugfix
  • [Bug] getEdgeByPage(): When the parameter page is not passed，the program reports an error #12
  • fix: import error #13

Welcome everyone to provide relevant suggestions and participate in this plan~ 💯

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Reference:

• HugeGraph Integrates with LangChain(LLM application framework) hugegraph#2251
• [Proposal] introduce a sub project about Graph-AI for HugeGraph hugegraph#2318
• https://github.com/apache/incubator-hugegraph/wiki/The-style-config-for-HugeGraph-in-IDEA

[Zony7]

I would like to implement the feature Knowledge graph construction by llm， thank you！

[haohao0103]

@simon824 hi, I can try to implement [Feature] Convert natural language to gremlin #10;thanks

[simon824]

@simon824 hi, I can try to implement [Feature] Convert natural language to gremlin #10;thanks

Welcome to contribute!! you can implement it after this initial pull request (#7) to be merged, and you can reuse some of its methods.

[frankjiang777]

I want to try python code review & test .

[simon824]

I want to try python code review & test .

Hi @frankjiang777 , can u try to implement #14 ? if you need help, just contact me.

[Zony7]

hi, @simon824 ,I want to try extract schema from HugeGraph for kg construction!

[liuxiaocs7]

Hi, @simon824 , after #28 and #29, here can be updated

[simon824]

@simon824 hi, I can try to implement [Feature] Convert natural language to gremlin #10;thanks

Hi @haohao0103 , is it still in progress?

[ZeeJJ123]

Hi, @simon824 is the task "Introduce FastAPI as the web framework of hugegraph-ai" still available and can I work on it?