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Top Python LLM repositories on GitHub

Large language model frameworks, agents, runtimes, and inference servers. Filtered to projects whose primary language is Python.

Ranked by stars across 4,892 Python repositories tagged llm. Refreshed daily.

  1. 1
    NousResearch/hermes-agent★ 251,416 · ⑂ 53,991

    The agent that grows with you

    • ai
    • ai-agent
    • ai-agents
    • llm
    • anthropic
    • chatgpt
  2. 2
    Significant-Gravitas/AutoGPT★ 187,662 · ⑂ 45,953

    AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

    • ai
    • openai
    • python
    • artificial-intelligence
    • autonomous-agents
    • llama-api
  3. 3
    huggingface/transformers★ 166,982 · ⑂ 34,757

    🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

    • nlp
    • natural-language-processing
    • pytorch
    • pytorch-transformers
    • transformer
    • model-hub
  4. 4
    open-webui/open-webui★ 154,012 · ⑂ 22,510

    User-friendly AI Interface (Supports Ollama, OpenAI API, ...)

    • ollama
    • ollama-webui
    • llm
    • webui
    • self-hosted
    • llm-ui
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  6. 5
    langchain-ai/langchain★ 147,476 · ⑂ 24,708

    The agent engineering platform.

    • ai
    • anthropic
    • gemini
    • langchain
    • llm
    • openai
  7. 6
    harry0703/MoneyPrinterTurbo★ 128,625 · ⑂ 20,114

    利用 AI 大模型和自动化工作流，根据主题或关键词一键生成高清短视频。Generate HD short videos from a topic or keyword with an automated AI workflow.

    • python
    • tiktok
    • ai-video-generator
    • content-creation
    • ffmpeg
    • instagram-reels
  8. 7
    Graphify-Labs/graphify★ 124,042 · ⑂ 11,971

    Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.

    • claude-code
    • graphrag
    • knowledge-graph
    • codex
    • openclaw
    • skills
  9. 8
    browser-use/browser-use★ 117,205 · ⑂ 12,938

    Agents that use the browser.

    • llm
    • ai-agents
    • ai-tools
    • browser-automation
    • python
    • browser-use
  10. 9
    TauricResearch/TradingAgents★ 109,870 · ⑂ 21,119

    TradingAgents: Multi-Agents LLM Financial Trading Framework

    • agent
    • finance
    • llm
    • multiagent
    • trading
  11. 10
    vllm-project/vllm★ 93,222 · ⑂ 23,017

    A high-throughput and memory-efficient inference and serving engine for LLMs

    • gpt
    • llm
    • pytorch
    • model-serving
    • transformer
    • llm-serving
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  13. 11
    unclecode/crawl4ai★ 84,789 · ⑂ 8,780

    Open-source web crawler and scraper for LLMs and AI agents: any website into clean, LLM-ready Markdown. Run it yourself, or use Crawl4AI Cloud with one key.

    • ai
    • ai-agents
    • crawler
    • data-extraction
    • llm
    • markdown
  14. 12
    bytedance/deer-flow★ 83,411 · ⑂ 11,589

    An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.

    • agent
    • agentic
    • agentic-framework
    • agentic-workflow
    • ai
    • ai-agents
  15. 13
    datawhalechina/hello-agents★ 81,729 · ⑂ 10,151

    📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程

    • agent
    • tutorial
    • llm
    • rag
  16. 14
    shareAI-lab/learn-claude-code★ 78,036 · ⑂ 12,515

    Bash is all you need - A nano claude code–like 「agent harness」, built from 0 to 1

    • agent
    • claude-code
    • teaching
    • agent-development
    • ai-agent
    • claude
  17. 15
    unslothai/unsloth★ 77,236 · ⑂ 7,114

    Local UI to run and train LLMs and diffusion models. Supports GGUF, MLX, Qwen3.8, DeepSeek-V4, MiniMax-H3, Gemma 4, FLUX and more.

    • fine-tuning
    • llama
    • llms
    • gemma
    • unsloth
    • llm
  18. 16
    hiyouga/LlamaFactory★ 75,319 · ⑂ 9,226

    Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

    • fine-tuning
    • llama
    • llm
    • peft
    • transformers
    • rlhf
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  20. 17
    headroomlabs-ai/headroom★ 74,459 · ⑂ 5,763

    Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.

    • agent
    • ai
    • anthropic
    • compression
    • context-engineering
    • context-window
  21. 18
    FoundationAgents/MetaGPT★ 70,753 · ⑂ 8,991

    🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming

    • agent
    • gpt
    • llm
    • metagpt
    • multi-agent
  22. 19
    asgeirtj/system_prompts_leaks★ 68,969 · ⑂ 11,204

    Documented system prompts from Anthropic - Claude Fable 5.1, Opus 5.5, Claude Design, Claude Code. OpenAI - ChatGPT GPT-6-Astra, Codex. Google - Gemini 3.8 Flash, 3.1 Pro, Antigravity. xAI - Grok, Grok Bot, Cursor, Kimi and more! Updated regularly.

    • ai
    • anthropic
    • chatbot
    • chatgpt
    • claude
    • claude-code
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Find Python engineers shipping LLM

The list above ranks the most-starred public Python repositories tagged with the LLM topic, drawn from the public GitHub graph. Across 4,892 matching repositories, the contributors are a tight cluster of engineers with both Python chops and real LLM experience.

That overlap is rare. Most Python engineers haven’t shipped LLM, and most LLM maintainers don’t write Python. The people on this list’s contributor graph are the ones who do both.

Refolk turns this list into a search. Ask for “Python LLM maintainers hiring” or “Python engineers shipping LLM in 2025” and Refolk returns a ranked shortlist with the commits, profiles, and projects behind each name.

How this list is built

Refolk searched GitHub for public Python repositories tagged with the LLM topic, ranked them by stargazer count, and kept those with at least 25 stars. The list refreshes once a day.

Last refreshed: Mon, 05 Oct 2026 20:55:15 GMT

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How are these repositories ranked?

By stars, with forks and recent activity as tiebreakers, read from the public GitHub API. The methodology section above has the details.

How fresh is the data?

The ranking re-renders at least daily. Last refreshed: Mon, 05 Oct 2026 20:55:15 GMT.

Can I find the maintainers and contributors behind these repos?

Yes. Stars rank the projects; I can rank the engineers - maintainers, top contributors, and the people they work with. You start with 500 free credits, no card required.

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