AI Awesome

• LLM Awesome
• Stable-Diffusion Awesome

应用

产品/服务

• Chat
  • https://chat.openai.com
  • https://bard.google.com
  • https://claude.ai
• https://bing.com/create
• https://beta.dreamstudio.ai/generate
• https://playgroundai.com/
• chatpdf
  • 阅读 PDF
• roomgpt
  • 生成房间，家装
• Chat GPT 应用
  • https://open-gpt.app/
  • 万能道歉信
• design/image/ppt
  • dalle
    • https://dalle.party/
      • https://news.ycombinator.com/item?id=38432486
  • https://designer.microsoft.com/
  • https://pixian.ai/
    • Remove Image Backgrounds
  • https://quickqr.art/
    • QR Code Art
  • https://ideogram.ai/
  • https://github.com/diff-usion/Awesome-Diffusion-Models
• SVG/vector
  • https://logodiffusion.com/
  • https://github.com/GeorgLegato/stable-diffusion-webui-vectorstudio

---

• williamfzc/chat-gpt-ppt
  • 生成 PPT
• mckaywrigley/ai-code-translator
  • 编程语言转换
• whitead/paper-qa
  • 文档理解，QA
• mpaepper/content-chatbot
  • 网站内容, QA
• yetone/openai-translator
  • 翻译
• microsoft/visual-chatgpt
  • 图片编辑
• hwchase17/langchain
• LAION-AI/Open-Assistant
  • 助手
• togethercomputer/OpenChatKit
• gpt-3-experiments
• bhaskatripathi/pdfGPT
• freedmand/semantra
  • semantic search
• https://anonymous-31415926.github.io/
• 发现
  • https://www.theaivalley.com/
• ShishirPatil/gorilla
• alesaccoia/VoiceStreamAI
  • Near-Realtime audio transcription using self-hosted Whisper and WebSocket in Python/JS
• SJTU-IPADS/PowerInfer
  • High-speed Large Language Model Serving on PCs with Consumer-grade GPUs
• Portkey-AI/gateway
  • MIT, Typescript
  • Blazing Fast AI Gateway. Route to 100+ LLMs with 1 fast & friendly API
• 字幕
  • melon/qingwu-zimu
    • whisper

Coding

• 功能方向
  • Chat - 基于代码询问、解释、找 Bug
  • 编辑 - 基于 Prompt 修改选中代码
  • Completion - 智能代码补全
  • Generation - 生成代码
  • 功能场景生成 - Commit Message、Commit Explain、Issue、PR、文档、注释
  • NLP -> Code/Query/BI
  • NLP/Vision -> Design/Image/Code(HTML+CSS)
  • 编辑器集成

• continuedev/continue
  • Apache-2.0, Python
  • ChatGPT -> VS Code and JetBrains
• THUDM/CodeGeeX
  • Apache-2.0
  • Multilingual Code Generation Model
• cloudquery/pg_gpt
  • 自然语言查询 Pg
• codota/TabNine
  • 支持 VSC 和 JB
  • codota/tabnine-intellij
    • Self host 收费
• CodedotAl/gpt-code-clippy
  • 类似 GitHub Copilot
  • HN
• 不开源/商业版
  • https://github.com/gitbito/bitoai
    • Jetbrains 插件

Reading

• https://github.com/microsoft/generative-ai-for-beginners
• https://www.promptingguide.ai/zh/readings
• https://jalammar.github.io/
• https://karpathy.ai/zero-to-hero.html
• https://github.com/premAI-io/state-of-open-source-ai

Prompt

• https://huggingface.co/spaces/merve/ChatGPT-prompt-generator
• prompt-engineering/click-prompt
• https://sharegpt.com/

Vision

• 换脸
  • Deepfake
• 骨骼
• 编辑
• 对嘴形
• 商业
  • Heygen
  • http://Rask.AI
• https://news.ycombinator.com/item?id=35352452
  • Text2Video
  • https://github.com/Picsart-AI-Research/Text2Video-Zero
• tldraw/make-real
  • Draw -> HTML
  • https://makereal.tldraw.com/
    • https://github.com/tldraw/make-real
  • https://www.tldraw.com/
• excalidraw/excalidraw
  • text -> diagram
• OthersideAI/self-operating-computer
  • text -> 电脑自动操作
• https://github.com/Azure/gen-cv/tree/main/avatar/interactive
  • https://techcommunity.microsoft.com/t5/ai-azure-ai-services-blog/azure-ai-speech-announces-public-preview-of-text-to-speech/ba-p/3981448

UI

Playground

• oobabooga/text-generation-webui
  • AGPLv3, Python
  • LLaMA, llama.cpp, GPT-J, OPT, GALACTICA
• AUTOMATIC1111/stable-diffusion-webui
  • AGPLv3, Python
• nat/openplayground
  • https://nat.dev/
• webonnx/wonnx
  • MIT
  • ONNX
• AbdBarho/stable-diffusion-webui-docker
• mckaywrigley/chatbot-ui
• LostRuins/koboldcpp

---

• lxe/simple-llama-finetuner
  • LLaMA Finetuner

Audio to Text

• ggerganov/whisper.cpp
  • MIT, C++
• m-bain/whisperX
  • BSD-4, Python
• jianfch/stable-ts
  • MIT, Python
• Universal Speech Model
  • https://news.ycombinator.com/item?id=35365399

Text to Audio

• suno-ai/bark
  • https://news.ycombinator.com/item?id=35643219

Text to Music

• https://aitestkitchen.withgoogle.com/experiments/music-lm

Transfomer

• lm-sys/FastChat
  • platform for training, serving, and evaluating LLAMA-based chatbots
• jaymody/picoGPT
  • GPT-2
• hyperonym/basaran
  • 针对 HF Transformer 提供 OpenAI 兼容接口
• HarderThenHarder/transformers_tasks
• allenai/RL4LMs
• lucidrains/PaLM-rlhf-pytorch

Bot

• ConnectAI-E/Feishu-OpenAI
  • GPLv3, Go
  • /webhook/event
  • /webhook/card
  • https://open.feishu.cn/app/
  • 订阅 机器人进群, 接收消息, 消息已读
  • 权限
    • im:resource 图片 - 获取与上传图片或文件资源
    • im:message - group_at_msg,group_at_msg:readonly,p2p_msg,p2p_msg:readonly,send_as_bot
    • im:chat,im:chat:readonly
• https://github.com/zhayujie/bot-on-anything
• chathub-dev/chathub
  • All-in-one chatbot client

Misc

• huggingface/optimum
  • 加速、优化
• skypilot-org/skypilot
  • 在 cloud 上运行 ml
• CarperAI/trlx
  • 分布式训练
  • RLHF
• https://streamlit.io/

框架

• microsoft/onnxruntime
  • ONNX Runtime
• hidet-org/hidet
• mojo
• https://mlc.ai/web-llm/
  • https://news.ycombinator.com/item?id=35583349
• NodeJS
  • erelsgl/limdu
  • https://github.com/a16z-infra/ai-getting-started

Awesome

• webpilot-ai/Webpilot
  • GPLv3
• outlines-dev/outlines
  • Apache-2.0

Client

• Web
  • vercel/ai
    • https://sdk.vercel.ai/docs

SelfHost

• BerriAI/litellm
  • MIT, Python
  • Call all LLM APIs using the OpenAI format
• bricks-cloud/BricksLLM
  • MIT, Golang
• jmorganca/ollama
  • MIT, Golang

Model

Model Awesome

Train/Alternative/TBD

• https://github.com/lm-sys/FastChat
• https://github.com/lvwzhen/law-cn-ai
• https://github.com/okisdev/ChatChat
• https://github.com/closedai-project/closedai
• https://github.com/openlm-research/open_llama
• https://github.com/ixaxaar/VardaGPT
  • https://news.ycombinator.com/item?id=35839536

Languages

• Stability-AI/StableLM
  • HN

3D

• Action-GPT: Leveraging Large-scale Language Models for Improved and Generalized Action Generation
  • https://actiongpt.github.io/
• openai/shap-e

Visual

• facebookresearch/dinov2

Image

Video

• nadermx/backgroundremover