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AI--Developer-Project

  1. IDEs
  2. LLMs/Models/Engines
  3. Prompting
  4. Projects

IDE:

  1. RubyMine and Visual Studio Coe
    1. RubyMine (https://www.jetbrains.com/ruby/download/)
    2. Visual Studio Code (https://code.visualstudio.com/Download)
  2. Co-pilot subscriptions
  3. Commenting and Debugging
    • Use comments to design your applications

LLMs:

  1. Repository : https://huggingface.co/
  2. The Bloke : https://huggingface.co/TheBloke
  3. Lone Striker : https://huggingface.co/LoneStriker
  4. WebGUI : https://github.com/oobabooga/text-generation-webui
  5. Stable Diffusion : https://github.com/AUTOMATIC1111/stable-diffusion-webui
  6. Voice Changer : github.com/w-okada/voice-changer
  7. Real Time Voice : https://github.com/RVC-Project/Retrieval-based-VOice-Conversion-WebUI
  8. RVC : voice-models.com and weighs.gg
  9. Stable Diffusion (Stability) : https://stablediffusionweb.com/ or civitai.com
  10. Watson (IBM) : https://www.ibm.com/products/watson-explorer
  11. Bard/Palm 2 (Google)
  12. Aladin (BlackRock)
  13. Mindjourney (MindJourney) : https://www.midjourney.com/home/?callbackUrl=%2Fapp%2F
  14. Kaaros
  15. Tensor Flow (Google)
  16. IRIS : https://iris.ai/
  17. Claude https://www.anthropic.com/index/claude-2
  18. https://marketplace.atlassian.com/apps/1224655/scrum-maister?hosting=cloud&tab=overview
  19. Bing (free)
  20. Claude 2 (free) by Anthropic
  21. Grok by X (Twitter)
  22. Open-source models (FREE) available on Huggingface https://huggingface.co/
  23. Llama 2 by Meta
  24. Flan, Falcon, Orca, Beluga, Mistral, Mixtral, Phi2
  25. LMStudio (Windows, Mac, Linux) - install and run models
  26. Pinokio.computer browser - install and run models

Prompting

  1. As a ...
    The first prompt!

  2. Attach a File (Flow Chart, Image,layout, logo, code, requirements)
    The second prompt (the initial conditions)

  3. Debugging

    1. This code doesn't work. Help?
    2. I am encountering an Error. Any ideas why?
    3. How do I test this?
    4. Comment this code.
    5. Is this fast?
    6. Refactor to make code re-usable and modular.
    7. Refactor orcing to SOLID principles.
    8. Can this be cleaner?
    9. Can you explain the Single Responsiblity Principle?
    10. Can you explain the Open/Close Principle?

  4. Explore

    1. Can you explain this?
    2. Can you explain how works in ruby?
    3. Can you elaborate?
    4. You focused on positive integers. Generate a test with odd numbers.
    5. Write this code like a junior level programmer.
    6. Can this be re-used?

  5. Refactoring Code with AI

    1. Sculpting a final product.
    2. Input broken code through cut and paste or drag and drop.
    3. As a ruby on rails developer, how do I DRY up this code?
    4. Write rspec test for this code.
    5. Write some code for me.
    6. That works, but can it be optimized.
    7. You used recursive, use iterative instead.
    8. Provide a code review focusing on adherence to ruby style guides.

  6. Generate a Factorial of a number

    1. Write python code to generate a factorial of a number.
    2. Let the user enter the intitial conditions.
    3. Add windows and graphs to the code with tkinter and mathplot.
    4. Add a tracetable.

Projects

  1. ANNIF (https://annif.org)
  2. OCELOT (https://ocelotbot.com/)
  3. Microsoft Co-pilot (https://copilot.microsoft.com)
  4. Power Automate (https://powerautomate.microsoft.com/)
  5. Changing the way Search works (Northwestern)
  6. Generative Scroll v Vector Search v Proximity v Closeness v ....