full-stack-message-flow/ ├── backend/ # Backend FastAPI application │ ├── app/ # Main application package │ │ ├── api/ # API routes and endpoints │ │ ├── config/ # Configuration management │ │ │ ├── ...

Since this is just a package, and not a service, there is no real "run" action. But you can run the tests immediately. Here are a list of available commands via make. We encourage you to make your ...

What if you could build a conversational AI agent that not only answers complex questions but also integrates seamlessly with external tools, streams real-time responses, and delivers structured ...

FastAPI-MCP is a zero-configuration tool that seamlessly exposes FastAPI endpoints as Model Context Protocol (MCP) tools. It allows you to mount an MCP server directly within your FastAPI app, making ...

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In this guide, you will learn how to deploy a machine learning model as an API using FastAPI. We will create an API that predicts the species of a penguin based on ...