atiaomar1978-hub commented on PR #25893:
URL: https://github.com/apache/camel/pull/25893#issuecomment-5470174860

   @davsclaus Thanks for the follow-up review — remaining feedback addressed in 
commit `817a50e9dd3`.
   
   **CI fix (blocking):** Regenerated and committed the catalog doc mirrors for 
`openai-component.adoc`, `langchain4j-chat-component.adoc`, 
`langchain4j-agent-component.adoc`, `langchain4j-embeddings-component.adoc`, 
and `spring-ai-chat-component.adoc`. This should clear the "Fail if there are 
uncommitted changes" check.
   
   **Documentation gap:** Added *Structured error exchange properties* sections 
to the three previously missing component doc pages:
   - `langchain4j-agent-component.adoc`
   - `langchain4j-embeddings-component.adoc`
   - `spring-ai-chat-component.adoc`
   
   Also extended cross-links in `ai-llm-integration-guide.adoc` so the overview 
references all five producers.
   
   Ready for re-review.
   
   _AI-generated on behalf of atiaomar1978-hub (Cursor Cloud Agent)_


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