ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.

Production First and Production Ready End-to-End Speech Recognition Toolkit

[UNMAINTAINED] Automated machine learning for analytics & production

Research and Production Oriented Speaker Verification, Recognition and Diarization Toolkit

Concurrent networking library for Python

Text Normalization & Inverse Text Normalization

Production-ready RAG Framework (Python/FastAPI). 1-line config swaps: 6 Vector DBs (Weaviate, Pinecone, Qdrant, ChromaDB, pgvector, MongoDB), 5 LLMs (Gemini, OpenAI, Claude, Ollama, OpenRouter). OpenAI-compatible API. 2100+ tests.

Fully Managed Apache Kafka Cluster with Ansible & Terraform.

production-ready FastAPI template with Docker, CI/CD, observability, and one-click deployment to Render or Koyeb.

🎮 Production-ready AI rules for Unity 6.2+. Single Source of Truth for Cursor (.cursor) and Google Antigravity (.agent) with auto-sync workflow.

FastAPI Production-Ready Archetype based in DDD

Setonas Programming Language

基于django的企业级开发模板，集成了channels（实时程序），apscheduler（任务调度），以及微信登录等等

🎵 Production-ready MCP server for music analysis & generation | FastMCP • music21 • OAuth2 • Docker | First music21 MCP integration with enterprise features

A real-time intelligence distribution system built with FastAPI. Delivers intelligence data through WebSocket connections and tag-based pub/sub pattern, leveraging RabbitMQ for asynchronous message processing and smart routing.

Simple yet Production Ready MLOps example of using any generating model

🚀 Production-grade FastAPI template • JWT auth • Rate limiting • Async PostgreSQL & Redis • OpenTelemetry observability (Prometheus, Grafana, Tempo) • Alembic • Docker • Gunicorn + Uvicorn • Async Ready • RFC-Compliant API Responses • Enterprise Security Patterns

Production-ready Facebook Video Downloader API with web interface. Built with FastAPI + yt-dlp, featuring audio merging, multiple quality options, and streaming downloads.