# AI use cases for AI Learning Guide (Fazmin/AILearningGuide) Repo: [Fazmin/AILearningGuide](https://github.com/Fazmin/AILearningGuide) | Use cases: 4 | Page: https://dedupedai.com/use-cases/fazmin-ailearningguide/ A desktop and browser app with 51 hands-on labs that teach how modern AI works, from ML basics to transformers, RAG, agents, fine-tuning and quantization. This file holds every use case of this repo. Each one starts with a "## " heading and ends with its URL. - Learn AI basics through 51 labs in a browser: https://dedupedai.com/use-cases/fazmin-ailearningguide/learn-ai-basics-in-browser/ - Run the desktop app locally for a study group: https://dedupedai.com/use-cases/fazmin-ailearningguide/run-desktop-app-for-study-group/ - Add a new lab to the Discover AI app: https://dedupedai.com/use-cases/fazmin-ailearningguide/add-new-lab-to-app/ - Set up an offline AI guide for lab questions: https://dedupedai.com/use-cases/fazmin-ailearningguide/set-up-offline-ai-guide/ ## How to learn AI basics through 51 labs in a browser with AI Learning Guide Repo: [Fazmin/AILearningGuide](https://github.com/Fazmin/AILearningGuide) | Difficulty: Beginner | Time: 15 minutes | Basis: From the README Work through hands-on AI labs in the browser with no install and check understanding at each lab's end. **Who it is for:** A curious beginner or non-developer who wants to understand how AI works and has no time for setup. **The problem:** Most AI learning starts with heavy math or code. The learner needs a gentle, visual way to see what a model does. **The outcome:** The learner completes lab 1, reads the lesson in their chosen level, passes the checkpoint and marks it complete. ### Steps 1. Open https://fazmin.github.io/AILearningGuide/ in your browser. 2. Pick Simple, Plain or Standard reading mode from the welcome tour or the top bar. 3. Open lab 1 from the home screen and follow the steps, using the "Try this" hint. 4. Read the Learn panel, then take the checkpoint at the end of the lab. 5. Click "Mark complete" and open the next lab in order or jump to any topic. ### Prompt to paste into your agent ```text Using the Fazmin/AILearningGuide repo, open https://fazmin.github.io/AILearningGuide/ in a browser, choose Simple reading mode, and complete lab 1 by following its "Try this" hint and checkpoint. Expected output: lab 1 marked complete. Verify the home screen progress now shows lab 1 as done. ``` ### Caveat The README says the web version runs all labs and lessons, but the local AI guide and safe API key storage only work in the desktop app. Disclaimer: Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk. Full text: https://dedupedai.com/disclaimer/ URL: https://dedupedai.com/use-cases/fazmin-ailearningguide/learn-ai-basics-in-browser/ ## How to run the desktop app locally for a study group with AI Learning Guide Repo: [Fazmin/AILearningGuide](https://github.com/Fazmin/AILearningGuide) | Difficulty: Intermediate | Time: 60 minutes | Basis: From the README Clone the repo and run the Tauri desktop app so a group can use every feature, including the local AI guide. **Who it is for:** A teacher or study group lead who wants everyone on the same full-featured setup, with the optional AI guide and offline lessons. **The problem:** The hosted web version leaves out the local AI guide and safe key storage, and the group needs the full app. **The outcome:** The desktop app opens on the machine with all labs, lessons and the AI guide available. ### Steps 1. Install Node.js 20.19 or newer, Git, and the Tauri prerequisites for your system, including Rust. 2. Run `git clone https://github.com/Fazmin/AILearningGuide.git` 3. Run `cd AILearningGuide` and then `npm install` 4. Run `npm run tauri dev` and wait a few minutes for the first Rust compile. 5. In the app, open Settings and set up the local model if you want the offline AI guide. ### Prompt to paste into your agent ```text Clone https://github.com/Fazmin/AILearningGuide into a , run npm install and then npm run tauri dev. Expected output: the Discover AI desktop window opens with the home screen. Verify the home screen shows the six groups of labs. ``` ### Caveat The README says the first run takes a few minutes because Rust compiles everything, and the app is not signed yet, so the operating system will warn on first open. Disclaimer: Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk. Full text: https://dedupedai.com/disclaimer/ URL: https://dedupedai.com/use-cases/fazmin-ailearningguide/run-desktop-app-for-study-group/ ## How to add a new lab to the Discover AI app with AI Learning Guide Repo: [Fazmin/AILearningGuide](https://github.com/Fazmin/AILearningGuide) | Difficulty: Advanced | Time: 60 minutes | Basis: From the README Generate a lab folder with the project script, then run the checks before opening a pull request. **Who it is for:** A developer or AI educator who wants to contribute a new lab on a topic the app does not yet cover. **The problem:** Creating a lab from scratch means matching the app's structure and content rules, which is easy to get wrong. **The outcome:** A new lab folder exists in src/modules/, passes the checks, and is ready for a pull request or issue discussion. ### Steps 1. Open an issue first to talk about the new lab, as the README asks for new labs. 2. Run `npm run new:module -- my-new-lab` 3. Write the lab's interactive, lessons and checkpoint, following docs/MODULE_AUTHORING.md and docs/CONTENT_STYLE_GUIDE.md. 4. Run `npm run check:modules` and then `npm run check` 5. Fork the repo, commit on a new branch, and open a pull request. ### Prompt to paste into your agent ```text In a local clone of Fazmin/AILearningGuide, run npm run new:module -- and then npm run check:modules. Expected output: a new folder under src/modules/ and a passing module check. Verify that npm run check reports no errors before any commit. ``` ### Caveat The README says the app finds new labs on its own, but the lab should first be discussed in an issue, since new labs need an issue before work starts. Disclaimer: Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk. Full text: https://dedupedai.com/disclaimer/ URL: https://dedupedai.com/use-cases/fazmin-ailearningguide/add-new-lab-to-app/ ## How to set up an offline AI guide for lab questions with AI Learning Guide Repo: [Fazmin/AILearningGuide](https://github.com/Fazmin/AILearningGuide) | Difficulty: Intermediate | Time: 60 minutes | Basis: From the README Download the small local model in Settings so the guide answers lab questions without sending text off the computer. **Who it is for:** A learner on a laptop who wants help while studying but needs the AI to run without internet and keep their text private. **The problem:** Cloud AI helpers send questions to outside services. The learner wants a helper that stays on their machine. **The outcome:** The Ask the guide button works in any lab using the local model, fully offline. ### Steps 1. Install and open the desktop app as described in the desktop setup steps. 2. Open Settings in the desktop app. 3. Click the one-click download under Local model, which fetches Qwen3.5 2B (about 1.3 GB) and the llama.cpp engine. 4. Wait until both files are checked and ready. 5. Open any lab and click "Ask the guide" to ask a question about what you are looking at. ### Prompt to paste into your agent ```text In the Discover AI desktop app, open Settings, set up the Local model, then open lab 1 and click Ask the guide. Expected output: a reply from the local guide about lab 1. Verify that the reply appears without an API key being entered. ``` ### Caveat The README says the local guide only works in the desktop app, so the browser version cannot run it. Disclaimer: Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk. Full text: https://dedupedai.com/disclaimer/ URL: https://dedupedai.com/use-cases/fazmin-ailearningguide/set-up-offline-ai-guide/