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浏览当下 GitHub 上最热门的Python开源项目

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周报月报
https://static.github-zh.com/github_avatars/QuentinFuxa?size=40
QuentinFuxa / WhisperLiveKit

Python package for Real-time, Local Speech-to-Text and Speaker Diarization. FastAPI Server & Web Interface

Python 1.27 kBuild by  @QuentinFuxa@needabetterusername@Etnarion@Trollgeir@sh1man999
213 今天
https://static.github-zh.com/github_avatars/santinic?size=40
santinic / audiblez

Generate audiobooks from e-books

audiobooksepubkokoroPythontts
Python 4.56 kBuild by  @santinic@Stoobs@plusuncold@SoftologyPro@taladro
17 今天
https://static.github-zh.com/github_avatars/OpenPipe?size=40
OpenPipe / ART

Agent Reinforcement Trainer: train multi-step agents for real-world tasks using GRPO. Give your agents on-the-job training. Reinforcement learning for Qwen2.5, Qwen3, Llama, and more!

大语言模型lorareinforcement-learningagentagentic-aigrporlkimi-aiqwenqwen3
Python 6.12 kBuild by  @arcticfly@bradhilton@corbt@saum7800@JonesAndrew
61 今天
https://static.github-zh.com/github_avatars/willccbb?size=40
willccbb / verifiers

Verifiers for LLM Reinforcement Learning

Python 2.58 kBuild by  @willccbb@cursor[bot]@CLAassistant@tcapelle@richardzhuang0412
180 今天
https://static.github-zh.com/github_avatars/comet-ml?size=40
comet-ml / opik

#大语言模型#Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.

Open Sourcelangchainopenaiplaygroundprompt-engineeringllama-index大语言模型llm-evaluationllm-observabilityllmops
Python 13.13 kBuild by  @thiagohora@andrescrz@alexkuzmik@jverre@BorisTkachenko
106 今天
https://static.github-zh.com/github_avatars/swisskyrepo?size=40
swisskyrepo / PayloadsAllTheThings

#夺旗赛 (CTF) 和网络安全资源#该仓库整理了Web安全相关攻击示例代码和资源

pentestpayloadbypassWeb appHackingvulnerabilitybountymethodologyprivilege-escalationpenetration-testingcheatsheet安全enumerationBug BountyredteampayloadsHacktoberfest
Python 69.49 kBuild by  @swisskyrepo@github-actions[bot]@noraj@clem9669@nizam0906
25 今天
https://static.github-zh.com/github_avatars/IBM?size=40
IBM / mcp-context-forge

A Model Context Protocol (MCP) Gateway & Registry. Serves as a central management point for tools, resources, and prompts that can be accessed by MCP-compatible LLM applications. Converts REST API end...

agents人工智能APIasyncioauthentication-middlewareDevOpsDockerFastAPIfederationgatewaygenerative-aiJSON Web TokensKubernetesllm-agentsmcpmodel-context-protocolobservabilityprompt-engineeringPython工具
Python 1.98 kBuild by  @crivetimihai@madhav165@kevalmahajan@rakdutta@manavgup
230 今天
https://static.github-zh.com/github_avatars/Dao-AILab?size=40
Dao-AILab / flash-attention

Fast and memory-efficient exact attention

Python 19.16 kBuild by  @tridao@jayhshah@tmm1@ziyuhuang123@lucidrains
55 今天
https://static.github-zh.com/github_avatars/pathwaycom?size=40
pathwaycom / pathway

Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.

batch-processingkafkapathwayPythonstreaming机器学习real-timedata-analyticsdata-pipelinesdata-processingdataflowetletl-frameworkiot-analyticsRuststream-processingtime-series-analysis
Python 32.2 kBuild by  @Pathway-Dev@dxtrous@KamilPiechowiak@zxqfd555-pw@izulin
189 今天
https://static.github-zh.com/github_avatars/mlflow?size=40
mlflow / mlflow

#计算机科学#MLflow 是一个开源框架,旨在管理整个机器学习生命周期。 它可以在不同的平台上训练模型并为模型提供服务,让你能够使用相同的一组工具,而不管试验是在计算机本地、远程计算目标上、虚拟机上

机器学习人工智能mlflowApache Sparkmodel-managementagentopsagentsevaluationlangchainllm-evaluationllmopsobservabilityOpen Sourceopenaiprompt-engineeringai-governancemlops
Python 21.8 kBuild by  @harupy@dbczumar@BenWilson2@B-Step62@github-actions[bot]
21 今天
https://static.github-zh.com/github_avatars/HKUDS?size=40
HKUDS / DeepCode

"DeepCode: Open Agentic Coding (Paper2Code & Text2Web & Text2Backend)"

agentic-codingllm-agent
Python 4.29 kBuild by  @Zongwei9888@LarFii@LZH-YS1998@Stevendiffdiff@wwch123
359 今天
https://static.github-zh.com/github_avatars/mindverse?size=40
mindverse / Second-Me

Train your AI self, amplify you, bridge the world

Python 14.08 kBuild by  @kevin-mindverse@yingapple@kevinaimonster@yexiangle@ryangyuan
7 今天
https://static.github-zh.com/github_avatars/MODSetter?size=40
MODSetter / SurfSense

Open Source Alternative to NotebookLM / Perplexity, connected to external sources such as Search Engines, Slack, Linear, Jira, ClickUp, Confluence, Notion, YouTube, GitHub, Discord and more. Join our ...

aceternity-ui人工智能FastAPIlangchainNextragChrome 插件插件PythonTypeScriptnotebooklmollamaperplexityNotionSlackagentagentsnextjs15langgraphjira
Python 7 kBuild by  @MODSetter@coderabbitai[bot]@recurseml[bot]@rohan-exceeds@vercel[bot]
278 今天
https://static.github-zh.com/github_avatars/google?size=40
google / adk-python

#大语言模型#Google ADK (智能体开发工具包) 旨在让智能体开发更接近软件开发体验,使开发者能更轻松地创建、部署和编排从简单任务到复杂工作流的多智能体架构

agentagentsagents-sdk人工智能ai-agentsmulti-agent-systemsmulti-agentsmulti-agents-collaborationaiagentframeworkgenaigenai-chatbot大语言模型agenticagentic-aimulti-agent
Python 12.52 kBuild by  @copybara-service[bot]@seanzhou1023@Jacksunwei@DeanChensj@boyangsvl
65 今天
https://static.github-zh.com/github_avatars/ai-to-ai?size=40
ai-to-ai / Auto-Gmail-Creator

#网络爬虫#Open Source Bulk Auto Gmail Creator Bot with Selenium & Seleniumwire ( Python ). Feel free to contact me with Django/Flask, ML, AI, GPT, Automation, Scraping.

auto-create-gmailaccount自动化GooglepipPythonscrapingSeleniumseleniumwirewebdrivermanagermailregisterationCSVrequestssmsGmail
Python 1.01 kBuild by  @xD-E-A-T-Hx@Habibullah-pythoner@ai-to-ai@Finebody@gameuser1982
48 今天
https://static.github-zh.com/github_avatars/ansible?size=40
ansible / ansible

Ansible 是一个非常简单的 IT 自动化运维平台,集合了众多运维工具(puppet、cfengine、chef、func、fabric)的优点,实现了批量系统配置、批量程序部署、批量运行命令等功能。

Pythonansible
Python 66.08 kBuild by  @ansibot@bcoca@mattclay@mpdehaan@abadger
18 今天
https://static.github-zh.com/github_avatars/google-research?size=40
google-research / timesfm

TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.

Python 5.31 kBuild by  @rajatsen91@siriuz42@dependabot[bot]@misha-chertushkin@guiyang882
64 今天