Best of FastAPI — June 2025

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   Article

   Medium·47w

   How to Build Production Ready AI Agents in 5 Steps

   A comprehensive 5-step guide for building production-ready AI agents, covering Python foundations with FastAPI and async programming, implementing robust testing and logging, mastering RAG for knowledge retrieval, designing scalable agent architectures with frameworks like LangGraph, and establishing continuous monitoring and improvement processes. The guide emphasizes moving beyond prototype demos to create reliable, maintainable systems that can handle real-world production environments.

   277

   5
2. 2
   Article

   Machine Learning Mastery·45w

   Your First Local LLM API Project in Python Step-By-Step

   A comprehensive guide for setting up a local large language model API using Python, Ollama, and FastAPI. The tutorial covers downloading and running LLMs locally, creating a REST API endpoint, and testing the setup through a web interface. This approach enables developers to interact with language models without relying on external cloud services, providing complete control over the inference process.

   160

   1
3. 3
   Article

   TestDriven.io·45w

   Developing a Real-time Dashboard with FastAPI, MongoDB, and WebSockets

   A comprehensive tutorial demonstrating how to build a real-time order dashboard using FastAPI for the backend API, MongoDB with Change Streams for database operations, and WebSockets for live data streaming. The guide covers setting up MongoDB replica sets, implementing CRUD operations for order management, configuring Change Streams to monitor database events, and creating a responsive frontend that displays real-time updates as orders are created, modified, or deleted.

   95

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4. 4
   Article

   Learn Python·48w

   🔥 FastAPI in Production: Build, Scale & Deploy – Series A: Codebase Design

   A comprehensive 3-part series covering production-ready FastAPI development, from project structure and configuration to performance optimization and deployment strategies. The content addresses real-world challenges beyond basic tutorials, focusing on scalable system design for data scientists, backend engineers, and developers transitioning from scripts to production applications.

   89

   8
5. 5
   Video

   Tech With Tim·49w

   How To Build a FastAPI & React Full Stack App | Clerk, Databases, LLMs & More

   A comprehensive guide to building a full-stack application using FastAPI for the backend and React for the frontend. The tutorial covers implementing authentication with Clerk, setting up databases with SQLAlchemy, integrating OpenAI's API for generating coding challenges, and creating a complete user interface with routing and state management. The project demonstrates building a coding challenge generator with user quotas, question history, and multiple-choice questions powered by AI.

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