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[Summary] HugeGraph-ai roadmap & Contribution Wanted #2
Description
Background
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
- 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
- convert nl to gremlin
- 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 ）
- 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
Welcome everyone to provide relevant suggestions and participate in this plan~ 💯
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Reference:
Reacted by imbajin
Reacted by YangJiaqi, haohao0103, imbajin, VGalaxies, Simon Cheung, l~xuan and Kryst4lDem0ni4s
Reacted by diaohancai and Kryst4lDem0ni4s
Activity
Zony7 commentedon Oct 10, 2023
I would like to implement the feature Knowledge graph construction by llm， thank you！
[-][Feature] hugegraph-ai roadmap[/-][+][Summary] HugeGraph-ai roadmap & Contribution Wanted [/+]haohao0103 commentedon Oct 19, 2023
@simon824 hi, I can try to implement [Feature] Convert natural language to gremlin #10;thanks
simon824 commentedon Oct 20, 2023
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 commentedon Oct 20, 2023
I want to try python code review & test .
simon824 commentedon Oct 20, 2023
Hi @frankjiang777 , can u try to implement #14 ? if you need help, just contact me.
Zony7 commentedon Oct 20, 2023
hi, @simon824 ,I want to try extract schema from HugeGraph for kg construction!
liuxiaocs7 commentedon Feb 2, 2024
Hi, @simon824 , after #28 and #29, here can be updated
simon824 commentedon Feb 29, 2024
Hi @haohao0103 , is it still in progress?
ZeeJJ123 commentedon Jul 18, 2024
Hi, @simon824 is the task "Introduce FastAPI as the web framework of hugegraph-ai" still available and can I work on it?
Introduced a simple demo of mixed index and text2gremlin demonstratio…
Introduced a simple demo of mixed index and text2gremlin demonstratio…