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Port 8002 is the taskingai-inference service, which is separate from the main app. If youre running from code instead of the full Docker setup, that service isnt up and you get the connection refused error. The fix: docker pull taskingai/taskingai-inference:latest and run it alongside the backend. The maintainer gave this answer and the reporter confirmed it. (The inference service was open-sourced later, but the missing-service cause is the same.) Source: https://github.com/TaskingAI/TaskingAI/issues/19