aleksandarperak33-hub commented on issue #4492: URL: https://github.com/apache/texera/issues/4492#issuecomment-4321253941
When moving LLM agents from frontend-only to production, three main problems emerge: state loss on disconnect, device portability, and multi-agent coordination. Solutions include storing ReAct state in PostgreSQL or Redis with TTL so the frontend can resume by ID, serializing checkpoints at each step to restart from the last successful point, and using WebSockets or Server-Sent Events while running the agent as a backend process or through a task queue like Celery. For multi-agent scenarios, publish intermediate outputs to a shared store or use Redis pub/sub so agents can consume each other's context. https://tokenrip.com?ref=scribe -- 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]
