Production Ready Python Packages

eventlet

Concurrent networking library for Python

zenml

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

wetextprocessing

Text Normalization & Inverse Text Normalization

embed-anything

Highly Performant, Modular, Memory Safe and Production-ready Inference, Ingestion and Indexing built in Rust 🦀

embed-anything-gpu

Highly Performant, Modular, Memory Safe and Production-ready Inference, Ingestion and Indexing built in Rust 🦀

zenml-nightly

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

wespeakerruntime

Research and Production Oriented Speaker Verification, Recognition and Diarization Toolkit

swarm-models

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

auto-ml

[UNMAINTAINED] Automated machine learning for analytics & production

pymongonnator

Just a simple production-ready paginator for Pymongo

automl

[UNMAINTAINED] Automated machine learning for analytics & production

dagploy-dax

AIOps Infra for deploy and manage self-hosted local AI in your own cloud. Vibe coding and AI agents compatible.

socrates-ai

Production-ready AI multi-agent orchestration platform. 37+ modules, constitutional governance, RAG knowledge integration, real-time collaboration. Kubernetes & Docker ready.

socrates-core-api

Production-ready AI multi-agent orchestration platform. 37+ modules, constitutional governance, RAG knowledge integration, real-time collaboration. Kubernetes & Docker ready.

captchakit

Production-ready, async-first captcha library for Python 3.10+ — FastAPI, aiogram, Discord, Django adapters · Redis & Postgres storage · rate limiting · Prometheus metrics · fully typed.

micktrace

Modern Python logging library for production applications - async-native, structured logging, zero-config, cloud-ready with AWS/Azure/GCP integration, context propagation, and performance optimization.

adaptive-sparse-training

Energy-efficient deep learning with adaptive sample selection

socrates-cli

Production-ready AI multi-agent orchestration platform. 37+ modules, constitutional governance, RAG knowledge integration, real-time collaboration. Kubernetes & Docker ready.

mlfcrafter

ML Pipeline Automation Framework - Chain together data processing, model training, and deployment with minimal code

socrates-ai-langraph

Production-ready AI multi-agent orchestration platform. 37+ modules, constitutional governance, RAG knowledge integration, real-time collaboration. Kubernetes & Docker ready.

ratelink

Production-ready rate limiting library for Python with multiple algorithms, backends, and framework integrations

pymedsec

HIPAA/GDPR-ready medical image sanitization and encryption library with blockchain audit anchoring

mseep-zenml

ZenML: Write production-ready ML code.

ngcore

High-performance cognitive computing platform with Rust Core, WebSocket API, and real-time event processing (304K events/sec)