Ecosyste.ms: Summary

https://github.com/pytest-dev/pytest-bdd

BDD library for the pytest runner

bdd bdd-framework pytest-plugin python python3 testing

Last synced: 30 May 2026

https://github.com/CleanCut/green

Green is a clean, colorful, fast python test runner.

green python test-automation test-driven-development test-runner testing unittest

Last synced: 30 May 2026

https://github.com/samuelcolvin/dirty-equals

Doing dirty (but extremely useful) things with equals.

pytest python testing-tools unit-testing

Last synced: 30 May 2026

https://github.com/man-group/pytest-plugins

A grab-bag of nifty pytest plugins

Last synced: 30 May 2026

https://github.com/pytest-dev/pytest-instafail

py.test plugin to show failures instantly

pytest pytest-plugin python testing

Last synced: 30 May 2026

https://github.com/pytest-dev/pytest-random-order

pytest plugin to randomise the order of tests with some control over the randomness

pytest pytest-plugin python random randomiser reordering shuffle tdd test testing

Last synced: 30 May 2026

https://github.com/Lemmons/pytest-raises

An implementation of pytest.raises as a pytest.mark fixture

Last synced: 30 May 2026

https://github.com/kvas-it/pytest-console-scripts

Pytest plugin for testing console scripts

Last synced: 30 May 2026

https://github.com/m-burst/flake8-pytest-style

A flake8 plugin checking common style issues or inconsistencies with pytest-based tests.

flake8 flake8-extensions flake8-plugin flake8-plugins pytest python3

Last synced: 30 May 2026

https://github.com/stephrdev/pytest-isort

py.test plugin to check import ordering using isort

Last synced: 30 May 2026

https://github.com/Erotemic/xdoctest

A rewrite of Python's builtin doctest module (with pytest plugin integration) with AST instead of RegEx.

docstrings doctest pytest pytest-plugin python

Last synced: 30 May 2026

https://github.com/businho/pytest-ruff

pytest python ruff

Last synced: 30 May 2026

https://github.com/pytest-dev/pytest-flask

A set of pytest fixtures to test Flask applications

flask pytest pytest-flask pytest-plugin python testing unit-testing

Last synced: 30 May 2026

https://github.com/kiwicom/pytest-recording

A pytest plugin powered by VCR.py to record and replay HTTP traffic.

cassettes hacktoberfest pytest python testing vcr

Last synced: 30 May 2026

https://github.com/jaraco/pytest-enabler

Last synced: 30 May 2026

https://github.com/pytest-dev/pytest-github-actions-annotate-failures

Pytest plugin to annotate failed tests with a workflow command for GitHub Actions

github-actions pytest python testing workflow

Last synced: 30 May 2026

https://github.com/RKrahl/pytest-dependency

Manage dependencies of tests

pytest pytest-plugin python testing

Last synced: 30 May 2026

https://github.com/treebeardtech/nbmake

📝 Pytest plugin for testing notebooks

jupyter jupyter-book jupyter-notebook nbsphinx notebook papermill pytest-plugin test

Last synced: 30 May 2026

https://github.com/carsongee/pytest-pylint

pytest plugin for running pylint against your codebase

Last synced: 30 May 2026

https://github.com/jaraco/pytest-checkdocs

Last synced: 30 May 2026

https://github.com/astropy/pytest-astropy

Metapackage for all the testing machinery used by the Astropy Project

Last synced: 30 May 2026

https://github.com/lundberg/respx

Mock HTTPX with awesome request patterns and response side effects 🦋

httpx mock pytest testing

Last synced: 30 May 2026

https://github.com/quiqua/pytest-dotenv

A py.test plugin that parses environment files before running tests

Last synced: 30 May 2026

https://github.com/pytest-dev/pytest-forked

extracted --boxed from pytest-xdist to ensure backward compat

Last synced: 30 May 2026

https://github.com/inveniosoftware/pytest-invenio

Pytest fixtures for Invenio.

Last synced: 30 May 2026

https://github.com/syrupy-project/syrupy

:pancakes: The sweeter pytest snapshot plugin

pytest pytest-plugin python snapshot snapshot-plugin snapshot-testing snapshot-tests snapshottest testing

Last synced: 30 May 2026

https://github.com/gabrielcnr/pytest-datadir

pytest plugin for manipulating test data directories and files

plugin pytest python tdd testdata testing

Last synced: 30 May 2026

https://github.com/jupyterlab/pytest-check-links

pytest plugin that checks URLs

jupyter-notebook markdown pytest pytest-plugin testing

Last synced: 30 May 2026

https://github.com/eukaryote/pytest-tornasync

A pytest plugin for testing Tornado (version 5.0 or newer) apps using plain (undecoratored) native coroutine tests.

Last synced: 30 May 2026

https://github.com/matplotlib/pytest-mpl

A pytest plugin to facilitate image comparison for Matplotlib figures

Last synced: 30 May 2026

https://github.com/mesa/mesa-viz-tornado

Last synced: 30 May 2026

https://github.com/tvorog/pytest-lazy-fixture

It helps to use fixtures in pytest.mark.parametrize

pytest pytest-plugin python python3 test testing

Last synced: 30 May 2026

https://github.com/mesa/mesa-geo

GIS Extension for Mesa Agent-Based Modeling

agent-based-modeling complex-systems geospatial-modeling gis mesa mesa-geo python simulation

Last synced: 30 May 2026

https://github.com/pytest-dev/pytest-subtests

unittest subTest() support and subtests fixture

hacktoberfest pytest python testing

Last synced: 30 May 2026

https://github.com/scientific-python/pytest-doctestplus

Pytest plugin providing advanced doctest features

Last synced: 30 May 2026

https://github.com/ESSS/pytest-regressions

Pytest plugin for regression testing: https://pytest-regressions.readthedocs.io

hacktoberfest pytest

Last synced: 30 May 2026

https://github.com/aio-libs/pytest-aiohttp

pytest plugin for aiohttp support

aiohttp asyncio pytest-plugin

Last synced: 30 May 2026

https://github.com/pytest-dev/pyfakefs

Provides a fake file system that mocks the Python file system modules.

filesystem mocking pytest-plugin python unit-testing

Last synced: 30 May 2026

https://github.com/box/flaky

Plugin for nose or pytest that automatically reruns flaky tests.

Last synced: 30 May 2026

https://github.com/kumaraditya303/pytest-playwright-snapshot

Last synced: 30 May 2026

https://github.com/computationalmodelling/nbval

A py.test plugin to validate Jupyter notebooks

ipython-notebook jupyter-notebook pytest pytest-plugin python testing

Last synced: 30 May 2026

https://github.com/joeyespo/pytest-watch

Local continuous test runner with pytest and watchdog.

Last synced: 30 May 2026

https://github.com/coherent-oss/pytest-black

pytest plugin to enable formatting checks with black

Last synced: 30 May 2026

https://github.com/realpython/pytest-mypy

Mypy static type checker plugin for Pytest

Last synced: 30 May 2026

https://github.com/pytest-dev/pytest-randomly

:game_die: Pytest plugin to randomly order tests and control random.seed

pytest

Last synced: 30 May 2026

https://github.com/pytest-dev/pytest-qt

pytest plugin for Qt (PyQt5/PyQt6 and PySide2/PySide6) application testing

hacktoberfest pytest qt

Last synced: 30 May 2026

https://github.com/coherent-oss/pytest-flake8

pytest plugin to run flake8

Last synced: 30 May 2026

https://github.com/snd/mesa-find

pagination, multi-column-searching and sorting for mesa tables

Last synced: 30 May 2026

https://github.com/Teemu/pytest-sugar

a plugin for py.test that changes the default look and feel of py.test (e.g. progressbar, show tests that fail instantly)

pytest pytest-plugin pytest-sugar python testing

Last synced: 30 May 2026

https://github.com/pytest-dev/pytest-django

A Django plugin for pytest.

django pytest pytest-plugin python python3

Last synced: 30 May 2026

https://github.com/snd/fragments-postgres

postgres for fragments: migration commands, auto generated mesa tables, data accessor functions and more

Last synced: 30 May 2026

https://github.com/TheKevJames/coveralls-python

Show coverage stats online via coveralls.io

coverage coveralls nosetests pytest python

Last synced: 30 May 2026

https://github.com/snd/mesa

simple elegant sql for nodejs

Last synced: 30 May 2026

https://github.com/lss233/kirara-ai

🤖 可 DIY 的多模态 AI 聊天机器人 | 🚀 快速接入微信、 QQ、Telegram、等聊天平台 | 🦈支持DeepSeek、Grok、Claude、Ollama、Gemini、OpenAI | 工作流系统、网页搜索、AI画图、人设调教、虚拟女仆、语音对话 |

bard bot chatglm-6b chatgpt deepseek discord ernie go-cqhttp grok mirai new-bing ollama openai poe qq qqbot sydney telegram wechat xinghuo

Last synced: 30 May 2026

https://github.com/openai/retro

Retro Games in Gym

Last synced: 30 May 2026

https://github.com/openlit/openlit

Open source platform for AI Engineering: OpenTelemetry-native LLM Observability, GPU Monitoring, Guardrails, Evaluations, Prompt Management, Vault, Playground. 🚀💻 Integrates with 50+ LLM Providers, VectorDBs, Agent Frameworks and GPUs.

ai-observability amd-gpu clickhouse distributed-tracing genai gpu-monitoring grafana langchain llmops llms metrics monitoring-tool nvidia-smi observability open-source openai opentelemetry otlp python tracing

Last synced: 30 May 2026

https://github.com/sgl-project/sglang

SGLang is a high-performance serving framework for large language models and multimodal models.

attention blackwell cuda deepseek diffusion glm gpt-oss inference llama llm minimax moe qwen qwen-image reinforcement-learning transformer vlm wan

Last synced: 30 May 2026

https://github.com/hill-a/stable-baselines

A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

baselines data-science gym machine-learning openai python reinforcement-learning reinforcement-learning-algorithms toolbox

Last synced: 30 May 2026

https://github.com/Mirascope/mirascope

The LLM Anti-Framework

artificial-intelligence developer-tools llm llm-agent llm-tools python typescript

Last synced: 30 May 2026

https://github.com/ComposioHQ/composio

Composio equips your AI agents & LLMs with 100+ high-quality integrations via function calling

agentic-ai agents ai ai-agents aiagents developer-tools function-calling gpt-4 javascript js llm llmops mcp python remote-mcp-server sse typescript

Last synced: 30 May 2026

https://github.com/jina-ai/clip-as-service

🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP

bert bert-as-service clip-as-service clip-model cross-modal-retrieval cross-modality deep-learning image2vec multi-modality neural-search onnx openai pytorch sentence-encoding sentence2vec

Last synced: 30 May 2026

https://github.com/openai/procgen

Procgen Benchmark: Procedurally-Generated Game-Like Gym-Environments

Last synced: 30 May 2026

https://github.com/jianfch/stable-ts

Transcription, forced alignment, and audio indexing with OpenAI's Whisper

Last synced: 30 May 2026

https://github.com/topoteretes/cognee

Knowledge Engine for AI Agent Memory in 6 lines of code

ai ai-agents ai-memory cognitive-architecture cognitive-memory context-engineering contributions-welcome good-first-issue good-first-pr graph-database graph-rag graphrag help-wanted knowledge knowledge-graph neo4j open-source openai rag vector-database

Last synced: 30 May 2026

https://github.com/RobertTLange/gymnax

RL Environments in JAX 🌍

Last synced: 30 May 2026

https://github.com/acheong08/ChatGPT

Reverse engineered ChatGPT API

chatgpt cli gpt-35-turbo gptchat library pypi-package revchatgpt

Last synced: 30 May 2026

https://github.com/AgentOps-AI/agentops

Python SDK for AI agent monitoring, LLM cost tracking, benchmarking, and more. Integrates with most LLMs and agent frameworks including CrewAI, Agno, OpenAI Agents SDK, Langchain, Autogen, AG2, and CamelAI

agent agentops agents-sdk ai anthropic autogen cost-estimation crewai evals evaluation-metrics groq langchain llm mistral ollama openai openai-agents

Last synced: 30 May 2026

https://github.com/AgentOps-AI/tokencost

Easy token price estimates for 400+ LLMs. TokenOps.

analytics claude large-language-models llm observability openai price price-tracker token tokenization

Last synced: 30 May 2026

https://github.com/openai/atari-py

A packaged and slightly-modified version of https://github.com/bbitmaster/ale_python_interface

Last synced: 30 May 2026

https://github.com/strands-agents/tools

A set of tools that gives agents powerful capabilities.

agentic agentic-ai agents ai anthropic autonomous-agents bedrock genai litellm llama llm machine-learning mcp multi-agent-systems ollama openai opentelemetry python strands-agents

Last synced: 30 May 2026

https://github.com/Aider-AI/aider

aider is AI pair programming in your terminal

anthropic chatgpt claude-3 cli command-line gemini gpt-3 gpt-35-turbo gpt-4 gpt-4o llama openai sonnet

Last synced: 30 May 2026

https://github.com/openai/box2d-py

Last synced: 30 May 2026

https://github.com/openai/mujoco-py

MuJoCo is a physics engine for detailed, efficient rigid body simulations with contacts. mujoco-py allows using MuJoCo from Python 3.

Last synced: 30 May 2026

https://github.com/Stable-Baselines-Team/stable-baselines3-contrib

Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code

experimental gsde gym machine-learning openai pytorch reinforcement-learning reinforcement-learning-algorithms research rl robotics sde stable-baselines

Last synced: 30 May 2026

https://github.com/microsoft/semantic-kernel

Integrate cutting-edge LLM technology quickly and easily into your apps

ai artificial-intelligence llm openai sdk

Last synced: 30 May 2026

https://github.com/Arize-ai/phoenix

AI Observability & Evaluation

agents ai-monitoring ai-observability aiengineering anthropic datasets evals langchain llamaindex llm-eval llm-evaluation llmops llms openai prompt-engineering smolagents

Last synced: 30 May 2026

https://github.com/traceloop/openllmetry

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

artifical-intelligence datascience generative-ai good-first-issue good-first-issues help-wanted llm llmops metrics ml model-monitoring monitoring observability open-source open-telemetry opentelemetry opentelemetry-python python

Last synced: 30 May 2026

https://github.com/strands-agents/sdk-python

A model-driven approach to building AI agents in just a few lines of code.

agentic agentic-ai agents ai anthropic autonomous-agents bedrock genai litellm llama llm machine-learning mcp multi-agent-systems ollama openai opentelemetry python strands-agents

Last synced: 30 May 2026

https://github.com/xtekky/gpt4free

The official gpt4free repository | various collection of powerful language models | opus 4.6 gpt 5.3 kimi 2.5 deepseek v3.2 gemini 3

chatbot chatbots chatgpt chatgpt-4 chatgpt-api chatgpt-free chatgpt4 deepseek deepseek-api deepseek-r1 gpt gpt-4 gpt-4o gpt4 gpt4-api language-model openai openai-api openai-chatgpt reverse-engineering

Last synced: 30 May 2026

https://github.com/Chainlit/chainlit

Build Conversational AI in minutes ⚡️

chatgpt langchain llm openai openai-chatgpt python ui

Last synced: 30 May 2026

https://github.com/livekit/agents

A framework for building realtime voice AI agents 🤖🎙️📹

agents ai openai real-time video voice

Last synced: 30 May 2026

https://github.com/pydantic/logfire

AI observability platform for production LLM and agent systems.

agent-observability ai ai-observability ai-tools evals fastapi llm-observability logging metrics observability openai opentelemetry pydantic pydantic-ai python trace

Last synced: 30 May 2026

https://github.com/qdrant/fastembed

Fast, Accurate, Lightweight Python library to make State of the Art Embedding

embeddings openai rag retrieval retrieval-augmented-generation vector-search

Last synced: 30 May 2026

https://github.com/SYSTRAN/faster-whisper

Faster Whisper transcription with CTranslate2

deep-learning inference openai quantization speech-recognition speech-to-text transformer whisper

Last synced: 30 May 2026

https://github.com/DLR-RM/stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

baselines gsde gym machine-learning openai python pytorch reinforcement-learning reinforcement-learning-algorithms robotics sb3 sde stable-baselines toolbox

Last synced: 30 May 2026

https://github.com/openai/openai-agents-python

A lightweight, powerful framework for multi-agent workflows

agents ai framework llm openai python

Last synced: 30 May 2026

https://github.com/openai/whisper

Robust Speech Recognition via Large-Scale Weak Supervision

Last synced: 30 May 2026

https://github.com/simonw/llm

Access large language models from the command-line

ai llms openai

Last synced: 30 May 2026

https://github.com/567-labs/instructor

structured outputs for llms

openai openai-function-calli openai-functions pydantic-v2 python validation

Last synced: 30 May 2026

https://github.com/mlflow/mlflow

The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.

agentops agents ai ai-governance apache-spark evaluation langchain llm-evaluation llmops machine-learning ml mlflow mlops model-management observability open-source openai prompt-engineering

Last synced: 30 May 2026

https://github.com/BerriAI/litellm

Python SDK, Proxy Server (AI Gateway) to call 100+ LLM APIs in OpenAI (or native) format, with cost tracking, guardrails, loadbalancing and logging. [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, VLLM, NVIDIA NIM]

ai-gateway anthropic azure-openai bedrock gateway langchain litellm llm llm-gateway llmops mcp-gateway openai openai-proxy vertex-ai

Last synced: 30 May 2026

https://github.com/openai/openai-python

The official Python library for the OpenAI API

openai python

Last synced: 30 May 2026

https://github.com/wrtnlabs/agentica

TypeScript AI AI Function Calling Framework enhanced by compiler skills.

agent agentic agentic-ai agentic-framework ai chatbot claude function-calling llama llm-function-calling multi-agent-system openai openapi rag retrieval-augmented-generation swagger typescript

Last synced: 30 May 2026

https://github.com/adaline/gateway

The only fully local production-grade Super SDK that provides a simple, unified, and powerful interface for calling more than 200+ LLMs.

ai ai-agents anthropic language-model llm llmops openai prompt-engineering togetherai typescript

Last synced: 30 May 2026

https://github.com/botpress/botpress

The open-source hub to build & deploy GPT/LLM Agents ⚡️

agent ai botpress chatbot chatgpt gpt gpt-4 langchain llm nlp openai prompt

Last synced: 30 May 2026

https://github.com/Arize-ai/openinference

OpenTelemetry Instrumentation for AI Observability

aiops gemini hacktoberfest haystack langchain langraph llamaindex llmops llms mcp openai openai-agents opentelemetry pydantic-ai smolagents telemetry tracing vercel vertex