atiaomar1978-hub opened a new pull request, #25313: URL: https://github.com/apache/camel/pull/25313
## Summary _AI-generated on behalf of atiaomar1978-hub_ Addresses [CAMEL-24330](https://issues.apache.org/jira/browse/CAMEL-24330) — documentation gaps reported by a user building LLM-powered resume processing pipelines ([blog reference](https://my-tech-profile.dev/insights/llm-integration-with-apache-camel)). - Adds **`ai-llm-integration-guide.adoc`** — decision matrix (OpenAI vs LangChain4j Chat vs Agent), structured output (`jsonSchema` / `outputClass`), chat temperature, streaming/SSE with platform-http, dynamic prompts, prompt management at scale, and an end-to-end extraction pipeline example - Updates **`ai-summary.adoc`** with a getting-started link to the guide - Enhances **`openai-component.adoc`** — temperature, dynamic prompts, structured-output tips, cross-links - Adds decision-guide tip to **`langchain4j-chat-component.adoc`** - Syncs regenerated catalog copies for OpenAI and LangChain4j Chat ## Test plan - [x] Documentation-only change (no production code) - [x] Catalog doc regeneration verified (`openai-component.adoc`, `langchain4j-chat-component.adoc`) - [ ] CI sourcecheck / docs build Made with [Cursor](https://cursor.com) -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. To unsubscribe, e-mail: [email protected] For queries about this service, please contact Infrastructure at: [email protected]
