integration-helpers
integration-helpers
Instructions
This skill provides production-ready integration templates for deploying machine learning models into full-stack applications. It covers FastAPI inference endpoints, Next.js prediction interfaces, and Supabase schemas for ML metadata storage.
1. FastAPI Inference Endpoints
Create production-ready ML inference APIs with proper error handling and validation:
# Generate FastAPI ML router
bash ./skills/integration-helpers/scripts/add-fastapi-endpoint.sh <model-type> <endpoint-name>
# Model types: classification, regression, text-generation, image-classification, embeddings
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