How PhotoAIKit Is Constructed
A detailed guide to PhotoAIKit’s contracts, CLIP image and text inference, semantic comparison, SAM 3 and EfficientSAM, workflows, storage, concurrency, and model identity.
A detailed guide to PhotoAIKit’s contracts, CLIP image and text inference, semantic comparison, SAM 3 and EfficientSAM, workflows, storage, concurrency, and model identity.
Current catalog status and historical model-clearance evidence.
Competitive feature review and a prioritized roadmap for RawCull after version 3.2.2, including an evaluation of additional Core AI models.
Code-level guide to local CLIP, Vision, SAM 3, Qwen, Deep Review, and numbered Objects analysis in RawCull.
How RawCull owns and refreshes local CLIP, SAM 3, Qwen, Vision, Deep Review, and Objects runtimes.
RawCull AI architecture, model downloads, and Objects test-release status.
Pinned package revisions, imported products, dependency direction, and the recommended architecture reading order.