wenjin272 opened a new issue, #1248:
URL: https://github.com/apache/flink-agents/issues/1248

   Parent: #1232
   
   ### Problem and scope
   
   The Chat Models page does not consistently expose all resource declaration 
entry points, and built-in provider guidance needs clearer capability 
boundaries, naming, and migration scope.
   
   #### Scope
   
   - [ ] Introduce connection/setup concepts before annotation, programmatic 
Agent/environment, and YAML declaration entry points. Link to the YAML 
reference for configuration details.
   - [ ] Keep provider-specific conversion, supported block/source/media types, 
and model restrictions in Built-in Chat Model Providers. Link to Chat with 
Models for the framework message/content model instead of duplicating it.
   - [ ] Verify provider capability descriptions against 0.4, including the 
distinction between OpenAI Chat Completions and Responses, and keep them 
consistent with the capability warning in Chat with Models.
   - [ ] Use `DashScope (Alibaba Cloud Model Studio)` consistently across chat, 
embedding, YAML, and FAQ, matching the delivered public API and migration 
policy.
   - [ ] Scope Azure AI Inference migration instructions to affected 
old-integration users upgrading from 0.2.x/0.3.x to 0.4.x, distinguishing Azure 
OpenAI and fresh installations.
   
   #### Coordination and acceptance
   
   Use the merged Calling LLMs hierarchy and #1229's Resource model. Coordinate 
aliases with #1231 and the message/provider boundary with the Chat with Models 
child of #1232. Related API work: #1196 (DashScope naming). Verify 
representative declaration snippets, provider capability statements, migration 
applicability, and cross-links against the delivered implementation.
   
   #### Review coverage
   
   DOC-011, DOC-042, DOC-047. Provider-side changes supporting DOC-044, 
DOC-045, and DOC-046 are coordinated with the Chat with Models issue, which 
owns those findings. The actionable scope is described above.
   


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