https://github.com/f5devcentral/AI-stepbystep
Community curated collection of basic AI Labs
https://github.com/f5devcentral/AI-stepbystep
Last synced: 6 months ago
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Community curated collection of basic AI Labs
- Host: GitHub
- URL: https://github.com/f5devcentral/AI-stepbystep
- Owner: f5devcentral
- License: apache-2.0
- Created: 2025-02-02T18:34:26.000Z (12 months ago)
- Default Branch: main
- Last Pushed: 2025-06-06T21:12:40.000Z (8 months ago)
- Last Synced: 2025-06-27T00:46:35.158Z (7 months ago)
- Homepage:
- Size: 10 MB
- Stars: 22
- Watchers: 12
- Forks: 3
- Open Issues: 0
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Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
- awesome-f5 - AI Step-by-Step - DevCentral team project to help uplevel AI skills (Community Labs)
README
# Welcome to AI Step-by-Step
Getting started with AI is simple and can be free. The following lab guides act as a starting point for people who want to build their own environment rather than jumping straight into a chat prompt. There will be lab options that are free, then up to ~$1000, then up to a few thousand dollars.
These are Community contributed labs. If you see any opportunities for improvement or errors, please contribute with a Pull Request or notify the Lab Author.
## Lab Guides
### Basic infrastructure
- Text focused labs
- [Running your first model locally with Ollama](/1_text_labs/ollama_basics/readme.md)
- [x] [Mac](/1_text_labs/ollama_basics/ollama_mac.md)
- [x] [Windows](/1_text_labs/ollama_basics/ollama_win.md)
- [x] [Linux](/1_text_labs/ollama_basics/ollama_lnx.md)
- [x] [Create a custom model](/1_text_labs/ollama_basics/custom_model.md)
- Running Daniel Miessler's [fabric](https://github.com/danielmiessler/fabric) framework
- [x] [Configuring your environment](/1_text_labs/fabric/env_config.md)
- [x] [Using existing patterns](/1_text_labs/fabric/existing_patterns.md)
- [ ] [Creating your own pattern](/1_text_labs/fabric/custom_patterns.md)
- [x] [Open WebUI front end](/1_text_labs/open-webui/README.md)
- [x] [Add OpenAI models to your Open WebUI via API key](/1_text_labs/open-webui/02-openai.md)
- [x] [Connect a local Ollama instance to your Open WebUI](1_text_labs/open-webui/03-ollama.md)
- Audio focused labs
- [ ] Transcribe an audio file
- [ ] Voice generation
- Image focused labs
- [ ] Diffusion server
- [ ] Computer vision model with laptop webcam
- [x] [Facial Recognition](3_image_labs/facial_recognition.md)
- [ ] [Object Recognition](3_image_labs/object_recognition.md)
- [ ] Add object detection to your security camera with Frigate
- Agentic focused labs
- Agentic platforms
- [n8n](4_agentic_labs/n8n/readme.md)
- [x] [Installing n8n](4_agentic_labs/n8n/readme.md)
- Flowise
- [ ] Installing Flowise
## Community hardware builds
Need ideas for what your home lab could look like? Want to confirm compatible parts? Here are labs of our Community members.
- [Buu Lam](builds/buu_lam.md)
## Raspberri Pi case
Are you running a lab that uses a Raspberry Pi 5 and it needs a home?
Check out this design for a case: [pi-case](/pi-case/README.md)
## Additional learning resources
- F5's solutions offer tremendous value once you have learned how to build AI. Here are some labs that introduce those solutions. [Secure deliver optimize GenAI](https://github.com/f5devcentral/secure-deliver-optimize-genai)
- Here are some [more labs](morelabs.md) we've come across. PR's are welcome!
## Contributors
