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 3,875 Python repositories tagged llm. Refreshed daily.
- 1NousResearch/hermes-agent★ 198,482 · ⑂ 35,218
The agent that grows with you
- ai
- ai-agent
- ai-agents
- llm
- anthropic
- chatgpt
- 2Significant-Gravitas/AutoGPT★ 185,046 · ⑂ 46,125
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★ 161,762 · ⑂ 33,563
🤗 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★ 142,457 · ⑂ 20,485
User-friendly AI Interface (Supports Ollama, OpenAI API, ...)
- ollama
- ollama-webui
- llm
- webui
- self-hosted
- llm-ui
- 5langchain-ai/langchain★ 139,781 · ⑂ 23,183
The agent engineering platform.
- ai
- anthropic
- gemini
- langchain
- llm
- openai
- 6browser-use/browser-use★ 99,786 · ⑂ 11,127
🌐 Make websites accessible for AI agents. Automate tasks online with ease.
- llm
- ai-agents
- ai-tools
- browser-automation
- python
- browser-use
- 7TauricResearch/TradingAgents★ 87,684 · ⑂ 16,933
TradingAgents: Multi-Agents LLM Financial Trading Framework
- agent
- finance
- llm
- multiagent
- trading
- 8vllm-project/vllm★ 83,440 · ⑂ 18,275
A high-throughput and memory-efficient inference and serving engine for LLMs
- gpt
- llm
- pytorch
- model-serving
- transformer
- llm-serving
- 9OpenHands/OpenHands★ 77,875 · ⑂ 9,900
🙌 OpenHands: AI-Driven Development
- agent
- artificial-intelligence
- llm
- chatgpt
- claude-ai
- cli
- 10hiyouga/LlamaFactory★ 72,315 · ⑂ 8,849
Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)
- fine-tuning
- llama
- llm
- peft
- transformers
- rlhf
- 11bytedance/deer-flow★ 72,134 · ⑂ 9,788
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
- 12FoundationAgents/MetaGPT★ 68,934 · ⑂ 8,806
🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming
- agent
- gpt
- llm
- metagpt
- multi-agent
- 13shareAI-lab/learn-claude-code★ 67,605 · ⑂ 10,999
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★ 66,993 · ⑂ 6,018
Unsloth Studio is a web UI for training and running open models like Gemma 4, Qwen3.6, DeepSeek, gpt-oss locally.
- fine-tuning
- llama
- llms
- mistral
- gemma
- llama3
- 15
- 16sansan0/TrendRadar★ 59,712 · ⑂ 24,692
⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载,你的 AI 舆情监控助手与热点筛选工具!聚合多平台热点 + RSS 订阅,支持关键词精准筛选。AI 智能筛选新闻 + AI 翻译 + AI 分析简报直推手机,也支持接入 MCP 架构,赋能 AI 自然语言对话分析、情感洞察与趋势预测等。支持 Docker ,数据本地/云端自持。集成微信/飞书/钉钉/Telegram/邮件/ntfy/bark/slack 等渠道智能推送。
- data-analysis
- python
- trending-topics
- news
- hot-news
- docker
- 17
- 18MemPalace/mempalace★ 56,077 · ⑂ 7,261
The best-benchmarked open-source AI memory system. And it's free.
- ai
- chromadb
- llm
- mcp
- memory
- python
- 19BerriAI/litellm★ 51,010 · ⑂ 9,031
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]
- anthropic
- langchain
- llm
- llmops
- openai
- ai-gateway
- 20run-llama/llama_index★ 50,246 · ⑂ 7,597
LlamaIndex is the leading document agent and OCR platform
- agents
- application
- data
- fine-tuning
- framework
- llamaindex
- 21hesreallyhim/awesome-claude-code★ 46,944 · ⑂ 4,096
A curated list of awesome skills, hooks, slash-commands, agent orchestrators, applications, and plugins for Claude Code by Anthropic
- anthropic
- anthropic-claude
- awesome
- awesome-list
- awesome-lists
- awesome-resources
- 22zhayujie/CowAgent★ 45,501 · ⑂ 10,223
Open-source super AI assistant & Agent Harness. Plans tasks, runs tools and skills, self-evolves with memory and knowledge. Multi-model, multi-channel. Lightweight, extensible, one-line install. (formerly chatgpt-on-wechat)
- openai
- ai
- llm
- ai-agent
- deepseek
- mcp
- 23HKUDS/nanobot★ 44,495 · ⑂ 7,860
Lightweight, open-source AI agent for your tools, chats, and workflows.
- ai
- ai-agent
- ai-agents
- anthropic
- chatgpt
- claude
- 24ZhuLinsen/daily_stock_analysis★ 43,699 · ⑂ 41,148
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
- 25ray-project/ray★ 42,947 · ⑂ 7,707
Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
- ray
- distributed
- parallel
- machine-learning
- reinforcement-learning
- deep-learning
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 3,875 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.
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