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