acedatacloud-api

To use an OpenAI-compatible client for AceDataCloud chat completion endpoints, configure the standard OpenAI SDK with a custom base URL pointing to https://api.acedata.cloud/v1 and set your API key as the authorization token. You can then send model requests like claude-sonnet-4-20250514 directly through the configured client.

Asynchronous task polling for AceDataCloud generation APIs involves submitting a request to start a task, receiving a task ID, and then repeatedly querying the endpoint status until the generation completes. This async workflow pattern is required for image, video, and music generation endpoints that take longer to process than synchronous calls.

AceDataCloud API authentication requires generating service-scoped API tokens for specific endpoints, though global tokens are also available when broader access is needed. You must include the token in the Authorization header of every request to validate your account credentials and enable subscription balance deduction.

Handling AceDataCloud API rate limits and HTTP errors requires interpreting standard status codes like 400 for bad requests, 401 for authentication failures, 403 for access denial, 429 for rate limits, and 500 for server issues. You should implement retry logic for 429 and 500 errors while ensuring valid credentials to prevent 401 and 403 failures.

Synchronous AceDataCloud API requests return immediate results for quick operations like search or face operations, while async requests require polling task IDs for longer generation workflows. Choosing between sync and async patterns depends on the specific endpoint and whether the processing time requires background task tracking.

AceDataCloud APIs for face operations and search utilize synchronous request patterns that return immediate results without requiring task ID polling. These utility endpoints process quickly enough to provide direct responses, unlike image, video, and music generation tasks that require asynchronous polling workflows.