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19 changes: 12 additions & 7 deletions README.md
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## Categories

- [Newly Created Repositories](#newly-created-repositories) - Awesome Python is regularly updated, and this category lists the most recently created GitHub repositories from all the other repositories here (10 repos)
- [Newly Created Repositories](#newly-created-repositories) - Awesome Python is regularly updated, and this category lists the most recently created GitHub repositories from all the other repositories here (11 repos)
- [Agentic AI](#agentic-ai) - Agentic AI libraries, frameworks and tools: AI agents, workflows, autonomous decision-making, goal-oriented tasks, and API integrations (83 repos)
- [Code Quality](#code-quality) - Code quality tooling: linters, formatters, pre-commit hooks, unused code removal (16 repos)
- [Code Quality](#code-quality) - Code quality tooling: linters, formatters, pre-commit hooks, unused code removal (17 repos)
- [Crypto and Blockchain](#crypto-and-blockchain) - Cryptocurrency and blockchain libraries: trading bots, API integration, Ethereum virtual machine, solidity (14 repos)
- [Data](#data) - General data libraries: data processing, serialisation, formats, databases, SQL, connectors, web crawlers, data generation/augmentation/checks (118 repos)
- [Debugging](#debugging) - Debugging and tracing tools (10 repos)
- [Debugging](#debugging) - Debugging and tracing tools (11 repos)
- [Diffusion Text to Image](#diffusion-text-to-image) - Text-to-image diffusion model libraries, tools and apps for generating images from natural language (42 repos)
- [Finance](#finance) - Financial and quantitative libraries: investment research tools, market data, algorithmic trading, backtesting, financial derivatives (35 repos)
- [Game Development](#game-development) - Game development tools, engines and libraries (8 repos)
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- [Pandas](#pandas) - Pandas and dataframe libraries: data analysis, statistical reporting, pandas GUIs, pandas performance optimisations (25 repos)
- [Performance](#performance) - Performance, parallelisation and low level libraries (28 repos)
- [Profiling](#profiling) - Memory and CPU/GPU profiling tools and libraries (11 repos)
- [Security](#security) - Security related libraries: vulnerability discovery, SQL injection, environment auditing (16 repos)
- [Security](#security) - Security related libraries: vulnerability discovery, SQL injection, environment auditing (17 repos)
- [Simulation](#simulation) - Simulation libraries: robotics, economic, agent-based, traffic, physics, astronomy, chemistry, quantum simulation. Also see the <a href="https://github.com/dylanhogg/awesome-python#math-and-science">Maths and Science</a> category for crossover (37 repos)
- [Study](#study) - Miscellaneous study resources: algorithms, general resources, system design, code repos for textbooks, best practices, tutorials (64 repos)
- [Template](#template) - Template tools and libraries: cookiecutter repos, generators, quick-starts (11 repos)
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## Newly Created Repositories

Awesome Python is regularly updated, and this category lists the most recently created GitHub repositories from all the other repositories here.
Awesome Python is regularly updated, and this category lists the most recently created GitHub repositories from all the other repositories here (11 repos).

1. <a href="https://github.com/bytedance/deer-flow">bytedance/</a><b><a href="https://github.com/bytedance/deer-flow">deer-flow</a></b> ⭐ 10,418
DeerFlow is a community-driven Deep Research framework, combining language models with tools like web search, crawling, and Python execution, while contributing back to the open-source community.
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A model-driven approach to building AI agents in just a few lines of code.
🔗 [strandsagents.com](https://strandsagents.com)

10. <a href="https://github.com/sakanaai/ai-scientist-iclr2025-workshop-experiment">sakanaai/</a><b><a href="https://github.com/sakanaai/ai-scientist-iclr2025-workshop-experiment">AI-Scientist-ICLR2025-Workshop-Experiment</a></b> ⭐ 192
A paper produced by The AI Scientist passed a peer-review process at a workshop in a top machine learning conference
11. <a href="https://github.com/Sherin-SEF-AI/env-validator">Sherin-SEF-AI/</a><b><a href="https://github.com/Sherin-SEF-AI/env-validator">env-validator</a></b> ⭐ 0
A comprehensive Python package for environment variable validation, security scanning, and compliance auditing. Features CLI tools, framework integrations, monitoring, and automated security scanning.
🔗 [pypi.org/project/envvar-validator](https://pypi.org/project/envvar-validator/)

## Agentic AI

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16. <a href="https://github.com/thecyb3ralpha/bobthesmuggler">thecyb3ralpha/</a><b><a href="https://github.com/thecyb3ralpha/bobthesmuggler">BobTheSmuggler</a></b> ⭐ 530
A tool that leverages HTML Smuggling Attack and allows you to create HTML files with embedded 7z/zip archives.

17. <a href="https://github.com/Sherin-SEF-AI/env-validator">Sherin-SEF-AI/</a><b><a href="https://github.com/Sherin-SEF-AI/env-validator">env-validator</a></b> ⭐ 0
A comprehensive Python package for environment variable validation, security scanning, and compliance auditing. Features CLI tools, framework integrations, monitoring, and automated security scanning.
🔗 [pypi.org/project/envvar-validator](https://pypi.org/project/envvar-validator/)

## Simulation

Simulation libraries: robotics, economic, agent-based, traffic, physics, astronomy, chemistry, quantum simulation. Also see the <a href="https://github.com/dylanhogg/awesome-python#math-and-science">Maths and Science</a> category for crossover.
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