Where AI workloads
actually finish.

No timeouts. No dropped connections. Just a fault-tolerant, asynchronous distributed pipeline for heavy LLM operations.

THE PROBLEM

Synchronous HTTP Kills AI.

When you build vehicle damage detection pipelines or advanced reasoning agents, LLMs take 10-30 seconds to respond. Standard HTTP requests time out, the connection dies, and the user gets a generic 500 error while the job is lost forever.

THE SOLUTION

Decouple the Workload.

We return a 202 Accepted instantly. The task is durably saved to PostgreSQL and dispatched to a RabbitMQ queue. Independent workers pick up the job, process the AI request, and save the result.

⚙️ Architecture Flow

1. Web API
HTTP 202 + Outbox
2. Dispatcher
RabbitMQ Publish
3. Worker
Gemini AI Processing
4. PostgreSQL
Durable Completion

See it in action.

Test the end-to-end message queue and AI processing pipeline.