mikumifa opened a new pull request, #246:
URL: https://github.com/apache/incubator-hugegraph-ai/pull/246

   This PR includes several development improvements and code updates:
   
   Added mypy and ruff configuration files to support type checking and code 
style enforcement. These can be removed if not needed.
   
   Fixed type annotation issues, such as cases like graph_url: Optional[str] = 
"127.0.0.1:8080", where using Optional is misleading because the value will 
never be None.
   
   Added assert statements to guard against None where necessary for better 
runtime safety.
   
   Implemented initial CRUD operations for several vector databases and added 
corresponding test cases. Integration is not yet done to keep this PR smaller 
and easier to review—full integration will follow in a separate PR.


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