wenjin272 opened a new issue, #1232:
URL: https://github.com/apache/flink-agents/issues/1232

   Parent: #1225
   
   ### Problem and scope
   
   Chat-model documentation mixes the framework message model with 
provider-specific capabilities and does not consistently expose all resource 
declaration entry points.
   
   #### Scope
   
   - [ ] Introduce connection/setup concepts before annotation, programmatic 
Agent/environment, and YAML declaration entry points.
   - [ ] Introduce ChatMessage, roles, plain-text factories, text/getText(), 
and relevant fields before advanced content/media blocks.
   - [ ] Explain the current framework block types, source kinds, media_type, 
and serialization contract. Keep provider-specific block/source/media-type 
support and model restrictions in provider sections.
   - [ ] Put a visible capability warning before the first multimodal example: 
representable content does not imply provider/model support. Verify the support 
matrix for 0.4, including the distinction between OpenAI Chat Completions and 
Responses.
   - [ ] Move framework-wide multimodal explanations out of OpenAI-specific 
sections; retain conversion and provider limits there.
   - [ ] 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
   
   Follow #1226's resource/provider grouping; coordinate aliases with #1231. 
Related API work: #1195 (bytes factories), #1196 (DashScope naming). Document 
current supported behavior, verify representative snippets and links, and 
distinguish framework contracts from provider/model capability restrictions.
   
   #### Review coverage
   
   DOC-011, DOC-042, DOC-043, DOC-044, DOC-045, DOC-046, DOC-047. These are 
traceability identifiers; the full actionable scope is described above.
   


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