Ryan-Nightwish opened a new issue, #822: URL: https://github.com/apache/flink-agents/issues/822
### Search before asking - [x] I searched in the [issues](https://github.com/apache/flink-agents/issues) and found nothing similar. ### Description Flink Agents already supports parallel LLM invocations via multi-action fan-out — an agent action can emit multiple `ChatRequestEvent` events, and the framework executes the corresponding LLM calls concurrently (on JDK 21+ for Java; always for Python). However, none of the existing quickstart examples or documentation covers this capability. **Proposed changes:** 1. **New quickstart doc** (`docs/content/docs/get-started/quickstart/parallel_llm.md`) — walks through a "Parallel Sentiment Analysis" example end-to-end: environment setup, agent design, Flink integration, and deployment instructions. Includes both Python and Java tabs. 2. **New Java example** - `examples/.../ParallelChatRequestExample.java` — entry point - `examples/.../agents/ParallelChatAgent.java` — agent that fans out three sentiment-dimension `ChatRequestEvent` events in parallel, collects responses, and aggregates with a final LLM call 3. **New Python example** - `python/.../parallel_chat_request_example.py` — entry point - `python/.../agents/parallel_chat_agent.py` — Python equivalent of the Java agent ### Are you willing to submit a PR? - [x] I'm willing to submit a PR! -- 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]
