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开源热点：2025年01月，20大受欢迎的 人工智能 开源库

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2025年01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:170,015) 🔥🔥🔥

  • 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:145,237) 🔥🔥🔥

  • 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

supabase (Star:75,649) 🔥🔥🔥

  • 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:66,067) 🔥🔥🔥

dify (Star:56,897) 🔥🔥🔥

  • 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

open-webui (Star:54,198) 🔥🔥🔥

  • 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

n8n (Star:53,576) 🔥🔥🔥

  • 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

ChatGPT (Star:53,361) 🔥🔥🔥

  • 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:52,775) 🔥🔥🔥

  • Project Address:
    https://github.com/AntonOsika/gpt-engineer
  • Project Summary:
    Platform to experiment with the AI Software Engineer. Terminal based. NOTE: Very different from https://gptengineer.app
  • Project Tags:
    python, ai, openai, code-generation, codegen, coding-assistant, autonomous-agent, gpt-4, gpt-engineer, codebase-generation

lobe-chat (Star:50,757) 🔥🔥🔥

  • 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 / Qwen / DeepSeek), Knowledge Base (file upload / knowledge management / RAG ), Multi-Modals (Vision/TTS/Plugins/Artifacts). One-click FREE deployment of your private ChatGPT/ Claude application.
  • Project Tags:
    chat, ai, nextjs, tts, gemini, openai, artifacts, gpt, knowledge-base, claude, rag, gpt-4, chatgpt, chatglm, azure-openai-api, function-calling, ollama, dalle-3, gpt-4-vision, qwen2

Deep-Live-Cam (Star:42,012) 🔥🔥🔥

  • 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

kong (Star:39,670) 🔥🔥🔥

  • 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

ColossalAI (Star:38,985) 🔥🔥🔥

  • 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

ClickHouse (Star:38,281) 🔥🔥🔥

  • Project Address:
    https://github.com/ClickHouse/ClickHouse
  • Project Summary:
    ClickHouse® is a real-time analytics DBMS
  • Project Tags:
    rust, sql, big-data, ai, analytics, cpp, clickhouse, dbms, olap, distributed-database, mpp, hacktoberfest

Open-Assistant (Star:37,156) 🔥🔥🔥

  • Project Address:
    https://github.com/LAION-AI/Open-Assistant
  • Project Summary:
    OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.
  • Project Tags:
    python, machine-learning, ai, nextjs, discord-bot, assistant, language-model, chatgpt, rlhf

LLaMA-Factory (Star:37,117) 🔥🔥🔥

  • Project Address:
    https://github.com/hiyouga/LLaMA-Factory
  • Project Summary:
    Unified Efficient Fine-Tuning of 100+ LLMs (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

quivr (Star:37,027) 🔥🔥🔥

  • 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

photoprism (Star:35,961) 🔥🔥🔥

  • Project Address:
    https://github.com/photoprism/photoprism
  • Project Summary:
    AI-Powered Photos App for the Decentralized Web 🌈💎✨
  • Project Tags:
    golang, machine-learning, ai, photography, tensorflow, self-hosted, google-photos, private-cloud

MockingBird (Star:35,574) 🔥🔥🔥

  • Project Address:
    https://github.com/babysor/MockingBird
  • Project Summary:
    🚀AI拟声: 5秒内克隆您的声音并生成任意语音内容 Clone a voice in 5 seconds to generate arbitrary speech in real-time
  • Project Tags:
    text-to-speech, ai, deep-learning, speech, pytorch, tts

AI-For-Beginners (Star:35,379) 🔥🔥🔥

  • Project Address:
    https://github.com/microsoft/AI-For-Beginners
  • Project Summary:
    12 Weeks, 24 Lessons, AI for All!
  • Project Tags:
    nlp, machine-learning, ai, computer-vision, deep-learning, cnn, artificial-intelligence, gan, rnn, microsoft-for-beginners
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