ai-service

Automate image tagging and similarity computation by routing requests through the server's tagging-service.ts to orchestrate Python AI calls running on port 8000. This workflow auto-tags characters, IP, and general tags while extracting CCIP features for perceptual representations.

CCIP feature extraction generates perceptual representations of images to enable similarity comparisons across assets and datasets. The Python AI service computes these features to detect duplicates and match media assets within your library.

FastAPI and Uvicorn support the Python AI service that handles auto-tagging and similarity analysis for media asset management. The service runs on port 8000 and integrates with the server's tagging-service.ts workflow to enrich metadata.

Set up the Python AI service by launching it on port 8000, then route requests through the server's tagging-service.ts flow to begin auto-tagging characters, IP, and general tags. This automates metadata enrichment and duplicate detection for media libraries.

The image similarity service works for media libraries, asset management, and workflows requiring automated metadata enrichment and duplicate detection. It computes similarity comparisons across assets and datasets using CCIP feature extraction routed through tagging-service.ts.

The Python AI service runs on port 8000 because the server's tagging-service.ts workflow expects the AI service at that endpoint to orchestrate tagging calls. This configuration enables auto-tagging and CCIP similarity computation for media assets.