[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
  • [x] #183
  • [x] [Feature] Introduce FastAPI as the web framework of hugegraph-ai
  • [x] [Feature] Support custom prompts by developer
  1. kg construction
  • [ ] [Feature] add document for kg construction
  • [x] #18 @lzyxx77
  • [x] #6 @lzyxx77
  • [x] #29
  2. convert nl to gremlin
  • [ ] #10
  3. retrieval augmented generation（RAG）
  • [ ] [Feature] Explore more combinations to improve accuracy
  • [x] #19 @Ling-Yuchen
• hugegraph-ml
  • [ ] [Feature] integration of HugeGraph with pyG
  • [x] [Feature] integration of HugeGraph with DGL #83
  • [ ] [Feature] integration of HugeGraph with PGL (consider reuse)
• hugegraph-python （refer to hugegraph-restful-api-doc ）
  • [x] #4
  • [x] #28
  • [x] #26
  • [x] #14
• others
  • [ ] [Feature] introduce black for code format
  • [ ] [Feature] improve hugegraph-ai ci
  • [ ] [Feature] improve unit test coverage
  • [ ] [Feature] improve documents
  • [x] #21
  • [x] #16
• bugfix
  • [x] #12
  • [x] #13

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

☎️ Add WeChat shirning to join the contributor group ☎️ 欢迎加微信 shirning 加入开发群，备注 ai

Reference:

• https://github.com/apache/incubator-hugegraph/discussions/2251
• https://github.com/apache/incubator-hugegraph/discussions/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 (https://github.com/apache/incubator-hugegraph-ai/pull/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?