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56 stars written in Python
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Build Real-Time Knowledge Graphs for AI Agents

Python 19,806 1,867 Updated Nov 5, 2025

Automated nginx proxy for Docker containers using docker-gen

Python 19,626 3,072 Updated Oct 29, 2025

a small, expressive orm -- supports postgresql, mysql, sqlite and cockroachdb

Python 11,759 1,393 Updated Nov 3, 2025

structured outputs for llms

Python 11,756 880 Updated Nov 5, 2025

"RAG-Anything: All-in-One RAG Framework"

Python 9,983 1,182 Updated Oct 20, 2025

cryptography is a package designed to expose cryptographic primitives and recipes to Python developers.

Python 7,297 1,671 Updated Nov 5, 2025

🔩 Like builtins, but boltons. 250+ constructs, recipes, and snippets which extend (and rely on nothing but) the Python standard library. Nothing like Michael Bolton.

Python 6,769 374 Updated Oct 4, 2025

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

Python 6,557 820 Updated Nov 4, 2025

Event-driven networking engine written in Python.

Python 5,894 1,207 Updated Oct 28, 2025

Neural style in TensorFlow! 🎨

Python 5,550 1,502 Updated Sep 15, 2025

Python Module for Tabular Datasets in XLS, CSV, JSON, YAML, &c.

Python 4,725 595 Updated Oct 15, 2025

Dependency injection framework for Python

Python 4,668 339 Updated Nov 1, 2025

Context retrieval for AI agents across apps and databases

Python 4,353 540 Updated Nov 5, 2025

An interactive grid for sorting, filtering, and editing DataFrames in Jupyter notebooks

Python 3,083 427 Updated Jan 12, 2024

Repository for the Lemur Certificate Manager

Python 1,758 323 Updated Oct 27, 2025

Scalable Bloom Filter implemented in Python

Python 1,624 327 Updated Jul 1, 2021

Foundations of Python Network Programming (Apress) — scripts and examples

Python 1,407 644 Updated Apr 30, 2025

Precompiled packages for AWS Lambda

Python 1,124 236 Updated Nov 9, 2023

HTTP/2 for Python.

Python 1,049 196 Updated Apr 29, 2021

Asset management for Python web development.

Python 932 261 Updated Aug 17, 2025

Manage the release notes for your project.

Python 871 129 Updated Nov 4, 2025

Python dependency injection

Python 746 84 Updated Aug 25, 2025

🍰 PromptLayer - Maintain a log of your prompts and OpenAI API requests. Track, debug, and replay old completions.

Python 690 63 Updated Oct 27, 2025

Self-service finite-state machines for the programmer on the go.

Python 640 67 Updated Aug 8, 2025

Source code for Sense HAT Python library

Python 526 265 Updated Jul 18, 2024

CLIze: Turn Python functions into command-line interfaces

Python 496 26 Updated Nov 24, 2023

effect isolation in Python, to facilitate more purely functional code

Python 383 16 Updated Jun 26, 2022

A storage layer for numeric data that changes over time

Python 333 9 Updated Mar 30, 2016

Calvin is an application environment that lets things talk to things, among other things.

Python 279 91 Updated Aug 13, 2020

File-Based Map-Reduce. Zero-install: easily use any collection of computers as a map-reduce cluster for command-line analytics.

Python 229 14 Updated Dec 28, 2020
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