Production Ready Python Packages

eventlet

Concurrent networking library for Python

wetextprocessing

Text Normalization & Inverse Text Normalization

zenml

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

zenml-nightly

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

embed-anything

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

wespeakerruntime

Research and Production Oriented Speaker Verification, Recognition and Diarization Toolkit

embed-anything-gpu

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

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

Automated machine learning for production and analytics

pymongonnator

Just a simple production-ready paginator for Pymongo

automl

Automated machine learning for production and analytics

captchakit

Async-first, fully type-hinted, minimal captcha library with adapters for aiogram, FastAPI and Discord.

socrates-ai

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

electripy-studio

Production-grade Python toolkit for AI product engineering — LLM gateway, policy guardrails, RAG eval, agent collaboration, telemetry, and more.

socrates-core-api

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

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.

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.

socrates-ai-langraph

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

pymedsec

PyMedSec is a Python library for secure medical image processing in healthcare environments. It provides policy-driven sanitization, encryption, and audit logging for protected health information (PHI) workflows.

mlfcrafter

ML Pipeline Automation Tool - Chain together data processing, model training, and deployment with minimal code. Build production-ready ML workflows in minutes, not hours.

ratelink

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

suyven-rag

GPU-first RAG engine with cross-encoder reranking and quality validation. One engine, any domain.

mseep-zenml

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