GitHub user chiruu12 added a comment to the discussion: [Discussion] The 
selection of Agentic/Taskflow frame

[Pydantic-AI](https://github.com/pydantic/pydantic-ai) could have been an 
excellent option for us. However, since it's still in beta, adopting it would 
require updating our codebase, which would increase our workload. Therefore, I 
suggest going with Agno. That said, Agno's manually controlled workflow has its 
own pros and cons, so we will need to make some compromises with that approach 
as well.

GitHub link: 
https://github.com/apache/incubator-hugegraph-ai/discussions/203#discussioncomment-12666589

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