Artifact Management System Implementation #862
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Co-authored-by: nitinbhojwani <9331380+nitinbhojwani@users.noreply.github.com>
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[WIP] Implement artifact management system for Clarifai SDK
Artifact Management System Implementation
Dec 1, 2025
Copilot finished work on behalf of
nitinbhojwani
December 1, 2025 13:51
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Why
Adds artifact management capabilities to the Clarifai Python SDK for storing/retrieving model weights, datasets, and other binary files with version control.
How
SDK Client Classes:
Artifact(clarifai/client/artifact.py): CRUD operations, listing, existence checksArtifactVersion(clarifai/client/artifact_version.py): Streaming upload/download with 14MB chunks, retry logic, progress trackingBuilder Pattern:
ArtifactBuilder(clarifai/runners/artifacts/artifact_builder.py): Orchestrates workflows, parses artifact pathsCLI Commands:
clarifai artifact list users/user123/apps/app456 clarifai artifact cp ./model.pt users/user123/apps/app456/artifacts/my-model clarifai artifact get users/user123/apps/app456/artifacts/my-model clarifai af ls users/user123/apps/app456 # alias supportPath format:
users/{user_id}/apps/{app_id}/artifacts/{artifact_id}[/versions/{version_id}]Tests
Notes
clarifai-grpc>=11.10.10for Artifacts stub supportpipeline/pipeline_stepclient separation pattern💬 We'd love your input! Share your thoughts on Copilot coding agent in our 2 minute survey.