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开源热点：2025年03月，20大受欢迎的 人工智能 开源库

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2025年03月 受欢迎的 20大 人工智能 相关的项目，AutoGPT 获得TOP1，详细内容请查看下文

AutoGPT (Star:173,321) 🔥🔥🔥

  • Project Address:
    https://github.com/Significant-Gravitas/AutoGPT
  • Project Summary:
    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.
  • Project Tags:
    python, ai, artificial-intelligence, openai, autonomous-agents, gpt-4

stable-diffusion-webui (Star:149,340) 🔥🔥🔥

  • Project Address:
    https://github.com/AUTOMATIC1111/stable-diffusion-webui
  • Project Summary:
    Stable Diffusion web UI
  • Project Tags:
    web, ai, deep-learning, torch, pytorch, unstable, image-generation, gradio, diffusion, upscaling, text2image, image2image, img2img, ai-art, txt2img, stable-diffusion

open-webui (Star:82,964) 🔥🔥🔥

  • Project Address:
    https://github.com/open-webui/open-webui
  • Project Summary:
    User-friendly AI Interface (Supports Ollama, OpenAI API, ...)
  • Project Tags:
    ui, ai, self-hosted, openai, webui, rag, llm, llms, ollama, llm-ui, ollama-webui, llm-webui, open-webui

dify (Star:81,753) 🔥🔥🔥

  • Project Address:
    https://github.com/langgenius/dify
  • Project Summary:
    Dify is an open-source LLM app development platform. Dify's intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting you quickly go from prototype to production.
  • Project Tags:
    python, agent, workflow, ai, nextjs, chatbot, orchestration, gemini, openai, gpt, workflows, backend-as-a-service, rag, gpt-4, llm, llmops, anthropic, genai, llama3

supabase (Star:79,129) 🔥🔥🔥

  • Project Address:
    https://github.com/supabase/supabase
  • Project Summary:
    The open source Firebase alternative. Supabase gives you a dedicated Postgres database to build your web, mobile, and AI applications.
  • Project Tags:
    alternative, postgres, firebase, oauth2, database, ai, example, nextjs, websockets, realtime, postgresql, auth, postgis, embeddings, postgrest, vectors, deno, supabase, pgvector

generative-ai-for-beginners (Star:75,011) 🔥🔥🔥

n8n (Star:66,968) 🔥🔥🔥

  • Project Address:
    https://github.com/n8n-io/n8n
  • Project Summary:
    Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.
  • Project Tags:
    docker, cli, workflow, integrations, development, automation, node, typescript, ai, data-flow, self-hosted, ipaas, apis, automated, workflow-automation, low-code, no-code, integration-framework, n8n, low-code-platform

lobe-chat (Star:57,603) 🔥🔥🔥

  • Project Address:
    https://github.com/lobehub/lobe-chat
  • Project Summary:
    🤯 Lobe Chat - an open-source, modern-design AI chat framework. Supports Multi AI Providers( OpenAI / Claude 3 / Gemini / Ollama / DeepSeek / Qwen), Knowledge Base (file upload / knowledge management / RAG ), Multi-Modals (Plugins/Artifacts) and Thinking. One-click FREE deployment of your private ChatGPT/ Claude / DeepSeek application.
  • Project Tags:
    chat, ai, nextjs, gemini, openai, artifacts, gpt, knowledge-base, claude, rag, chatgpt, function-calling, ollama, deepseek, deepseek-r1

ChatGPT (Star:53,647) 🔥🔥🔥

  • Project Address:
    https://github.com/lencx/ChatGPT
  • Project Summary:
    🔮 ChatGPT Desktop Application (Mac, Windows and Linux)
  • Project Tags:
    desktop-app, windows, macos, linux, rust, application, app, ai, webview, openai, gpt, notes-app, tauri, gpt-3, chatgpt

gpt-engineer (Star:53,358) 🔥🔥🔥

meilisearch (Star:49,733) 🔥🔥🔥

  • Project Address:
    https://github.com/meilisearch/meilisearch
  • Project Summary:
    A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.
  • Project Tags:
    search, api, search-engine, database, ai, fuzzy-search, full-text-search, vectors, instantsearch, semantic-search, enterprise-search, geosearch, typo-tolerance, site-search, faceting, search-as-you-type, vector-search, app-search, vector-database, hybrid-search

Deep-Live-Cam (Star:44,611) 🔥🔥🔥

  • Project Address:
    https://github.com/hacksider/Deep-Live-Cam
  • Project Summary:
    real time face swap and one-click video deepfake with only a single image
  • Project Tags:
    ai, realtime, artificial-intelligence, faceswap, gan, webcam, webcamera, deepfake, deep-fake, ai-face, video-deepfake, realtime-deepfake, deepfake-webcam, realtime-face-changer, fake-webcam, ai-webcam, ai-deep-fake, real-time-deepfake

LLaMA-Factory (Star:44,019) 🔥🔥🔥

  • Project Address:
    https://github.com/hiyouga/LLaMA-Factory
  • Project Summary:
    Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)
  • Project Tags:
    agent, ai, transformers, moe, llama, gpt, lora, quantization, language-model, mistral, fine-tuning, peft, large-language-models, llm, rlhf, instruction-tuning, chatglm, qlora, qwen, llama3

LLMs-from-scratch (Star:41,868) 🔥🔥🔥

  • Project Address:
    https://github.com/rasbt/LLMs-from-scratch
  • Project Summary:
    Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
  • Project Tags:
    python, ai, pytorch, artificial-intelligence, transformer, gpt, language-model, large-language-models, llm, chatgpt

JeecgBoot (Star:41,824) 🔥🔥🔥

  • Project Address:
    https://github.com/jeecgboot/JeecgBoot
  • Project Summary:
    🔥「AI 低代码平台」前后端分离 SpringBoot 2.x/3.x，SpringCloud，Ant Design&Vue3，Mybatis，Shiro！强大的代码生成器让前后端代码一键生成，无需写任何代码! 引领AI低代码开发模式 AI生成->OnlineCoding->代码生成->手工MERGE，帮助Java项目解决80%重复工作，让开发更关注业务，提高开发效率、节省成本，同时又不失灵活性
  • Project Tags:
    java, ai, spring-boot, vue, codegenerator, antd, springboot, mybatis, activiti, springcloud, low-code, bigscreen, flowable, vue3, ant-design-vue, jeecgboot, chatgpt, langchain4j, ollama, deepseek

autogen (Star:41,360) 🔥🔥🔥

ColossalAI (Star:40,587) 🔥🔥🔥

  • Project Address:
    https://github.com/hpcaitech/ColossalAI
  • Project Summary:
    Making large AI models cheaper, faster and more accessible
  • Project Tags:
    ai, deep-learning, hpc, distributed-computing, inference, big-model, large-scale, data-parallelism, model-parallelism, pipeline-parallelism, foundation-models, heterogeneous-training

kong (Star:40,331) 🔥🔥🔥

  • Project Address:
    https://github.com/Kong/kong
  • Project Summary:
    🦍 The Cloud-Native API Gateway and AI Gateway.
  • Project Tags:
    docker, nginx, kubernetes, devops, microservices, ai, microservice, serverless, consul, api-management, api-gateway, luajit, reverse-proxy, artificial-intelligence, kong, apis, cloud-native, kubernetes-ingress, kubernetes-ingress-controller, ai-gateway

ClickHouse (Star:39,494) 🔥🔥🔥

  • Project Address:
    https://github.com/ClickHouse/ClickHouse
  • Project Summary:
    ClickHouse® is a real-time analytics database management system
  • Project Tags:
    rust, embedded, sql, database, big-data, ai, analytics, cpp, clickhouse, dbms, self-hosted, distributed, olap, cloud-native, mpp, hacktoberfest, lakehouse

quivr (Star:37,523) 🔥🔥🔥

  • Project Address:
    https://github.com/QuivrHQ/quivr
  • Project Summary:
    Opiniated RAG for integrating GenAI in your apps 🧠 Focus on your product rather than the RAG. Easy integration in existing products with customisation! Any LLM: GPT4, Groq, Llama. Any Vectorstore: PGVector, Faiss. Any Files. Anyway you want.
  • Project Tags:
    react, javascript, html, api, docker, security, privacy, framework, typescript, database, ai, frontend, vector, chatbot, postgresql, openai, rag, groq, llm, chatgpt
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