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 4,700 Python repositories tagged llm. Refreshed daily.
- 1NousResearch/hermes-agent★ 246,991 · ⑂ 51,830
The agent that grows with you
- ai
- ai-agent
- ai-agents
- llm
- anthropic
- chatgpt
- 2Significant-Gravitas/AutoGPT★ 187,441 · ⑂ 46,006
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
- 3huggingface/transformers★ 166,317 · ⑂ 34,627
🤗 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
- 4open-webui/open-webui★ 152,520 · ⑂ 22,315
User-friendly AI Interface (Supports Ollama, OpenAI API, ...)
- ollama
- ollama-webui
- llm
- webui
- self-hosted
- llm-ui
- Live search
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- 5langchain-ai/langchain★ 146,641 · ⑂ 24,522
The agent engineering platform.
- ai
- anthropic
- gemini
- langchain
- llm
- openai
- 6harry0703/MoneyPrinterTurbo★ 124,638 · ⑂ 19,307
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
- 7Graphify-Labs/graphify★ 119,461 · ⑂ 11,550
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
- 8browser-use/browser-use★ 115,226 · ⑂ 12,683
Agents that use the browser.
- llm
- ai-agents
- ai-tools
- browser-automation
- python
- browser-use
- 9TauricResearch/TradingAgents★ 107,531 · ⑂ 20,569
TradingAgents: Multi-Agents LLM Financial Trading Framework
- agent
- finance
- llm
- multiagent
- trading
- 10vllm-project/vllm★ 92,143 · ⑂ 22,402
A high-throughput and memory-efficient inference and serving engine for LLMs
- gpt
- llm
- pytorch
- model-serving
- transformer
- llm-serving
- Live search
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- 11bytedance/deer-flow★ 82,673 · ⑂ 11,415
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
- 12
- 13shareAI-lab/learn-claude-code★ 77,161 · ⑂ 12,407
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
- 14unslothai/unsloth★ 76,407 · ⑂ 6,974
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
- 15hiyouga/LlamaFactory★ 74,870 · ⑂ 9,172
Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)
- fine-tuning
- llama
- llm
- peft
- transformers
- rlhf
- 16headroomlabs-ai/headroom★ 72,999 · ⑂ 5,611
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
- Live search
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- 17FoundationAgents/MetaGPT★ 70,495 · ⑂ 8,961
🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming
- agent
- gpt
- llm
- metagpt
- multi-agent
- 18mem0ai/mem0★ 65,624 · ⑂ 7,700
The Memory Layer for AI Agents - Drop-in memory infrastructure for AI agents and apps. Context that persists. Built for production.
- ai
- chatgpt
- llm
- python
- rag
- long-term-memory
- 19ZhuLinsen/daily_stock_analysis★ 65,273 · ⑂ 54,603
LLM 驱动的多市场股票智能分析系统：多源行情、实时新闻、决策看板与自动推送，支持零成本定时运行。 LLM-powered multi-market stock analysis system with multi-source market data, real-time news, decision dashboard, automated notifications, and cost-free scheduled runs.
- aigc
- llm
- quant
- quantitative-trading
- a-stock
- ai-agent
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 4,700 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
Last refreshed: Sat, 19 Sep 2026 08:19:54 GMT
Need a more specific search?
Refolk runs natural-language searches across GitHub, LinkedIn, and the open web. Try one of these:
- Python LLM maintainers hiringRun
- Python LLM contributors in EuropeRun
- Companies shipping Python LLMRun
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Related lists
- Python · Machine learning
- Python · Deep learning
- Python · Computer vision
- Python · Natural language processing
- Python · AI agents
- Python · RAG
- Python · Embeddings
- Python · Transformers
See all repository lists.
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Common questions
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: Sat, 19 Sep 2026 08:19:54 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.
Can I use this list for hiring?
That's the point. I read hiring signals across GitHub, LinkedIn, and the open web, so a repo list turns into a shortlist of engineers worth talking to.
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Type one sentence. I plan the search, read GitHub, public LinkedIn and Crunchbase records, and the open web as it is right now, and hand back a ranked list with the reason next to every name.
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Ranked, with the reasoning under every name. Open a profile, ask a follow-up, narrow it down.
- Staff backend engineers in NYC who shipped Rust in production
- Series A fintechs in SF under 50 people, growing headcount this year
- Maintainers of fast-growing Rust web frameworks on GitHub
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- Read at search time, so a profile updated yesterday counts today.
- Every step visible as it runs, every name with its reason.
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