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WangRongsheng/awesome-LLM-resources

🧑‍🚀 全世界最好的LLM资料总结(多模态生成、Agent、辅助编程、AI审稿、数据处理、模型训练、模型推理、o1 模型、MCP、小语言模型、视觉语言模型) | Summary of the world's best LLM resources.

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  1. mlabonne/llm-course

    Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

    ★ 84.9kApache-2.0GitHub ↗

    Why this match

    topics course, large-language-models, llm

  2. labring/FastGPT

    FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retrieval, and visual AI workflow orchestration, letting you easily develop and deploy complex question-answering systems without the need for extensive setup or configuration.

    TypeScript★ 30.0kGitHub ↗

    Why this match

    topics llm, openai, qwen

  3. Tiiny-AI/PowerInfer

    High-speed Large Language Model Serving for Local Deployment

    C++★ 9.9kMITGitHub ↗

    Why this match

    topics large-language-models, llama, llm; license differs: Apache-2.0 → MIT

  4. cocktailpeanut/dalai

    The simplest way to run LLaMA on your local machine

    CSS★ 12.9kGitHub ↗

    Why this match

    topics llama, llm

  5. ollama/ollama

    Get up and running with Kimi, GLM, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.

    Go★ 185.9kMITGitHub ↗

    Why this match

    topics llama, llm, mistral; license differs: Apache-2.0 → MIT

  6. SciPhi-AI/R2R

    SoTA production-ready AI retrieval system. Agentic Retrieval-Augmented Generation (RAG) with a RESTful API.

    Python★ 8.1kMITGitHub ↗

    Why this match

    topics large-language-models, rag, retrieval-augmented-generation; license differs: Apache-2.0 → MIT

  7. sigoden/aichat

    All-in-one LLM CLI tool featuring Shell Assistant, Chat-REPL, RAG, AI Tools & Agents, with access to OpenAI, Claude, Gemini, Ollama, Groq, and more.

    Rust★ 10.5kApache-2.0GitHub ↗

    Why this match

    topics llm, openai, rag

  8. HKUDS/LightRAG

    [EMNLP2025] LightRAG: Simple and Fast Retrieval-Augmented Generation

    Python★ 40.5kMITGitHub ↗

    Why this match

    topics large-language-models, llm, rag; license differs: Apache-2.0 → MIT