开源热点：2024年11月，20大受欢迎的 人工智能 开源库

2023年11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

项目地址: https://github.com/Significant-Gravitas/AutoGPT
项目概要: 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.
项目标签: python, ai, artificial-intelligence, openai, autonomous-agents, gpt-4

项目地址: https://github.com/AUTOMATIC1111/stable-diffusion-webui
项目概要: Stable Diffusion web UI
项目标签: web, ai, deep-learning, torch, pytorch, unstable, image-generation, gradio, diffusion, upscaling, text2image, image2image, img2img, ai-art, txt2img, stable-diffusion

项目地址: https://github.com/supabase/supabase
项目概要: The open source Firebase alternative. Supabase gives you a dedicated Postgres database to build your web, mobile, and AI applications.
项目标签: alternative, postgres, firebase, oauth2, database, ai, example, nextjs, websockets, realtime, postgresql, auth, postgis, embeddings, postgrest, vectors, deno, supabase, pgvector

项目地址: https://github.com/microsoft/generative-ai-for-beginners
项目概要: 21 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
项目标签: ai, azure, transformers, openai, gpt, language-model, semantic-search, dall-e, prompt-engineering, llms, generative-ai, generativeai, chatgpt

项目地址: https://github.com/lencx/ChatGPT
项目概要: 🔮 ChatGPT Desktop Application (Mac, Windows and Linux)
项目标签: desktop-app, windows, macos, linux, rust, application, app, ai, webview, openai, gpt, notes-app, tauri, gpt-3, chatgpt

项目地址: https://github.com/gpt-engineer-org/gpt-engineer
项目概要: Platform to experiment with the AI Software Engineer. Terminal based. NOTE: Very different from https://gptengineer.app
项目标签: python, ai, openai, code-generation, codegen, coding-assistant, autonomous-agent, gpt-4, gpt-engineer, codebase-generation

项目地址: https://github.com/langgenius/dify
项目概要: 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.
项目标签: python, agent, workflow, ai, nextjs, chatbot, orchestration, gemini, openai, gpt, workflows, backend-as-a-service, rag, gpt-4, llm, llmops, anthropic, genai, llama3

项目地址: https://github.com/open-webui/open-webui
项目概要: User-friendly AI Interface (Supports Ollama, OpenAI API, ...)
项目标签: ui, ai, self-hosted, openai, webui, rag, llm, llms, ollama, llm-ui, ollama-webui, llm-webui, open-webui

项目地址: https://github.com/lobehub/lobe-chat
项目概要: 🤯 Lobe Chat - an open-source, modern-design AI chat framework. Supports Multi AI Providers( OpenAI / Claude 3 / Gemini / Ollama / Azure / DeepSeek), Knowledge Base (file upload / knowledge management / RAG ), Multi-Modals (Vision/TTS) and plugin system. One-click FREE deployment of your private ChatGPT/ Claude application.
项目标签: chat, ai, nextjs, tts, gemini, openai, gpt, knowledge-base, claude, rag, gpt-4, chatgpt, chatglm, azure-openai-api, function-calling, ollama, dalle-3, gpt-4-vision, qwen2

项目地址: https://github.com/hacksider/Deep-Live-Cam
项目概要: real time face swap and one-click video deepfake with only a single image
项目标签: 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

项目地址: https://github.com/Kong/kong
项目概要: 🦍 The Cloud-Native API Gateway and AI Gateway.
项目标签: 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

项目地址: https://github.com/hpcaitech/ColossalAI
项目概要: Making large AI models cheaper, faster and more accessible
项目标签: ai, deep-learning, hpc, distributed-computing, inference, big-model, large-scale, data-parallelism, model-parallelism, pipeline-parallelism, foundation-models, heterogeneous-training

项目地址: https://github.com/ClickHouse/ClickHouse
项目概要: ClickHouse® is a real-time analytics DBMS
项目标签: rust, sql, big-data, ai, analytics, cpp, clickhouse, dbms, olap, distributed-database, mpp, hacktoberfest

项目地址: https://github.com/LAION-AI/Open-Assistant
项目概要: OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.
项目标签: python, machine-learning, ai, nextjs, discord-bot, assistant, language-model, chatgpt, rlhf

项目地址: https://github.com/QuivrHQ/quivr
项目概要: 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.
项目标签: react, javascript, html, api, docker, security, privacy, framework, typescript, database, ai, frontend, vector, chatbot, postgresql, openai, rag, groq, llm, chatgpt

项目地址: https://github.com/photoprism/photoprism
项目概要: AI-Powered Photos App for the Decentralized Web 🌈💎✨
项目标签: golang, machine-learning, ai, photography, tensorflow, self-hosted, google-photos, private-cloud

项目地址: https://github.com/babysor/MockingBird
项目概要: 🚀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
项目标签: text-to-speech, ai, deep-learning, speech, pytorch, tts

项目地址: https://github.com/microsoft/AI-For-Beginners
项目概要: 12 Weeks, 24 Lessons, AI for All!
项目标签: nlp, machine-learning, ai, computer-vision, deep-learning, cnn, artificial-intelligence, gan, rnn

项目地址: https://github.com/hiyouga/LLaMA-Factory
项目概要: Unified Efficient Fine-Tuning of 100+ LLMs (ACL 2024)
项目标签: 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