imbajin opened a new pull request, #387:
URL: https://github.com/apache/hugegraph-ai/pull/387

   ## Before → After
   Before: graph schema design and extraction require importing the application 
and global configuration.
   After: provide an independently installable `hugegraph-llm-core` SDK with a 
Pydantic-only base dependency. Share one implementation through compatibility 
adapters while exposing synchronous/asynchronous design, extraction, validation 
and bounded repair with caller-supplied models and workflow steps. Keep UI, 
persistence and application configuration outside the SDK.
   ## Validation boundary
   The author reports core, isolated-wheel Python 3.10–3.13, optional-adapter 
and legacy compatibility tests. Base-wheel environments intentionally skip 
optional-provider cases. Docker build/runtime validation is still in progress 
after a startup ABI mismatch was observed; retain draft status. No package 
publication, external model calls or graph writes are claimed.
   Source: [🔗 hugegraph/hugegraph-ai 
#84](https://github.com/hugegraph/hugegraph-ai/pull/84)
   


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