notes/bin about learning/trying AI-related courses/tools/articles/...

Courses

• [done] Generative AI by Google Cloud
  • course link
  • Generative AI Studio
  • Course: Natural Language Processing on Google Cloud on Coursera, Google CLoud Skills Boost, and Pluralsight
• [hold] AI for Beginners by Microsoft
  • course link
  • Mindmap of the course
• [done] ChatGPT Prompt Engineering for Developers
  • basically a good documentation
• Elements of AI
• Short courses by Andrew Ng
  • [learning] Building Systems with the ChatGPT API
  • [ChatGPT Prompt Engineering for Developers]
  • [LangChain for LLM Application Development]
  • [How Diffusion Models Work]

Tutorials

• How to make a QR code with Stable Diffusion

Articles

• GPT best practices (by OpenAI)

Projects

• Auto-GPT: An Autonomous GPT-4 Experiment
• https://www.mojidoc.com/08z7y-e43hjtkw3rglpkfnsqrgkuyyey-00b
• gpt-engineer
  • demo video
  • pip install gpt-engineer
  • using one file main_prompt to descript what application want to build
  • but this needs GPT-4 model
  • ❗️🈁🆖 hold it now as I don't have GPT-4 API access by 6/20/2023
• ChatGPT CLI
  • brew install j178/tap/chatgpt
  • export OPENAI_API_KEY=xxx
  • chatgpt to start in chat mode
  • chatgpt -p translator with a provided prompt
  • easy to use from CLI, no need the webpage
• ebook-GPT-translator
  • git clone [email protected]:jesselau76/ebook-GPT-translator.git
  • pip install -r requirements.txt
  • mv settings.cfg.example settings.cfg
  • edit settings.cfg file for openai-apikey
  • python text_translation.py [-h] [--test] filename
• bilingual_book_maker
• click-prompt
  • Streamline your prompt design, with ClickPrompt, you can easily view, share, and run these prompts with just one click.

Applications

• Framer
• roomGPT - Redesign your room
• copilot hub
• ilumine ai
  • "将Midjourney生成的图片转换成了可探索的3D场景。方法是现在SD control net中生成深度图，再将深度图应用在Unity顶点置换着色器。" via source
• ChatPDF
• FlowwiseAI - Open source UI visual tool to build your customized LLM flow using LangchainJS
• HeyGen - Create engaging and personalized videos with generated real person
• WALE - Build better Prompts with custom data (introduced in learnprompting.org)
  • required company email...
• Generated Humans
• Create and edit images - playgroundai
  • Create 1,000 images per day for free, and can use images commercially
• lexica art - a database of AI images
• mathGPT

List

• awesome-chatgpt-prompts
• aimart
• FutureTools
• list of notable products that use prompting

Extended Material

• OpenCV
  • course: Getting Started with OpenCV
  • tutorial
  • article: Optical Flow in OpenCV
  • video: 2021 OpenCV AI Competition