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

Concurrent networking library for Python

Research and Production Oriented Speaker Verification, Recognition and Diarization Toolkit

Text Normalization & Inverse Text Normalization

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.

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

Setonas Programming Language

FastAPI Production-Ready Archetype based in DDD

Simple yet Production Ready MLOps example of using any generating model

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

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.

🚀 Production-Grade FastAPI Template • JWT Auth • Rate Limiting • Alembic Migrations • Async PostgreSQL (connection pooling) • Async Redis (efficient pooling) • Gunicorn + Uvicorn • Docker • Async Ready • RFC-Compliant API Responses • Enterprise Security Patterns

A server code for serving BERT-based models for text classification. It is designed by SerpApi for heavy-load prototyping and production tasks, specifically for the implementation of the google-local-results-ai-parser gem.

A simple to use package to call various model providers such as openai, anthropic, and others with utmost reliability, security, and performance.

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