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Production Ready Python Packages

Python packages with the GitHub topic production-ready. Sorted by relevance, with stars and monthly downloads.
eventlet
eventlet

Concurrent networking library for Python

7.9M 1K 332
wenet-e2e
wetextprocessing

Text Normalization & Inverse Text Normalization

101K 765 105
zenml-io
zenml

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

89K 5K 617
zenml-io
zenml-nightly

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

13K 5K 617
StarlightSearch
embed-anything

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

9K 1K 135
wenet-e2e
wespeakerruntime

Research and Production Oriented Speaker Verification, Recognition and Diarization Toolkit

8K 1K 195
StarlightSearch
embed-anything-gpu

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

4K 1K 135
The-Swarm-Corporation
swarm-models

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

4K 13 11
ClimbsRocks
auto-ml

Automated machine learning for production and analytics

4K 2K 309
nitxiodev
pymongonnator

Just a simple production-ready paginator for Pymongo

3K 6 1
ClimbsRocks
automl

Automated machine learning for production and analytics

1K 2K 309
akerem16
captchakit

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

951 2 0
Nireus79
socrates-ai

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

817 0 0
inference-stack-llc
electripy-studio

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

507 1 0
Nireus79
socrates-core-api

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

505 6 1
oluwafemidiakhoa
adaptive-sparse-training

Energy-efficient deep learning with adaptive sample selection

299 5 0
Nireus79
socrates-cli

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

236 6 1
ajayagrawalgit
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.

230 9 5
Nireus79
socrates-ai-langraph

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

200 6 1
Faerque
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.

181 0 0
brkcvlk
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.

154 4 1
vladlen-codes
ratelink

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

123 9 3
arroyoarellanoangela
suyven-rag

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

103 0 0
zenml-io
mseep-zenml

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

103 5K 617
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