Flama: a Python framework for development and deployment of production-ready APIs, machine learning, and LLM services
We present Flama, an open-source Python framework for developing and deploying production-ready web APIs, machine learning services, and large-language-model (LLM) applications. Built on the Asynchronous Server Gateway Interface (ASGI), Flama offers a type-driven, async-first programming model that unifies REST API development, predictive model serving, and generative AI inference in one architecture. It is organised around seven subsystems: a component-based dependency injection system resolving handler parameters from type annotations at startup; a pluggable schema layer supporting Pydantic, Marshmallow and Typesystem behind a single adapter; an automatic CRUD generator turning a SQLAlc...
| Authors | José A. Perdiguero López, Miguel A. Durán-Olivencia |
|---|---|
| Primary category | cs.SE |
| Published | 19 August 2026 |
| Last updated at source | 19 August 2026 |
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