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FastAPI

Model Serving & APIs

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About FastAPI

A modern, high-performance Python web framework for building APIs, with automatic OpenAPI documentation, data validation using Pydantic, and async support (commonly used to expose model inference endpoints).

Key Features

  • Automatic data validation and serialization using Python type hints and Pydantic.
  • Automatic OpenAPI/interactive docs (Swagger UI, ReDoc) generation.
  • High-performance async support (built on Starlette) for building low-latency APIs.
  • Easy to integrate with ML inference code and deployment stacks.

Use Cases & Best For

Developers building HTTP/gRPC APIs for model inference and microservices in Python
Teams that need typed request/response validation and autogenerated API docs

About Model Serving & APIs

Deploy and serve ML models