# AISL Docs

## Docs

- [Home](https://docs.aisl.science/home.md): Public documentation and curated toolstack resources from AISL.
- [Getting Access](https://docs.aisl.science/getting-access.md)
- [AISL Applications](https://docs.aisl.science/applications.md)
- [LiteLLM](https://docs.aisl.science/applications/litellm.md)
- [Open WebUI](https://docs.aisl.science/applications/open-webui.md)
- [Langflow](https://docs.aisl.science/applications/langflow.md)
- [n8n](https://docs.aisl.science/applications/n8n.md)
- [DigiBP](https://docs.aisl.science/applications/digibp.md)
- [Additional HSW Services](https://docs.aisl.science/applications/additional-hsw-services.md)
- [Learning & Resources](https://docs.aisl.science/learning-and-resources.md): Practical AISL learning, training, tutorials, public resources, and selected starting points for teaching, experimentation, and project work.
- [Training Apertus](https://docs.aisl.science/learning-and-resources/training-apertus.md): Guide for supervised fine-tuning Apertus 1.5, starting on Kaggle and scaling text-focused training workflows when more compute is needed.
- [Unsloth on CSCS Clariden](https://docs.aisl.science/learning-and-resources/training-apertus/unsloth-on-cscs-clariden.md): Validated interim setup for running Unsloth QLoRA/SFT with Apertus on CSCS Clariden without maintaining a custom container image.
- [AI-Assisted Software Development Life Cycle (AI-SDLC)](https://docs.aisl.science/learning-and-resources/ai-sdlc.md): Comprehensive canonical documentation for the AI-Assisted Software Development Life Cycle used in the FHNW BSc Business Artificial Intelligence module.
- [Classroom walkthrough: build a small issue tracker](https://docs.aisl.science/learning-and-resources/ai-sdlc/classroom-walkthrough.md): A classroom walkthrough from the AI-SDLC template to a small issue-tracker API, with prompts, artifacts and review checkpoints.
- [External Tools and Services](https://docs.aisl.science/external-tools-and-services.md)
- [CSCS Clariden](https://docs.aisl.science/external-tools-and-services/cscs-clariden.md): Quick start for accessing CSCS Clariden and validating SSH, Slurm, Python, GPU jobs, uenv, and the ML Console.
- [GitHub Education for Students](https://docs.aisl.science/external-tools-and-services/github-education-for-students.md)
- [JetBrains for Students](https://docs.aisl.science/external-tools-and-services/jetbrains-for-students.md)
- [AI Coding Assistants](https://docs.aisl.science/external-tools-and-services/ai-coding-assistants.md)
- [Notebook Services](https://docs.aisl.science/external-tools-and-services/notebook-services.md)
- [Free Model and API Directories](https://docs.aisl.science/external-tools-and-services/free-model-and-api-directories.md)
- [Events and Community](https://docs.aisl.science/events-and-community.md)
- [About AISL](https://docs.aisl.science/about-aisl.md)


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# Agent Instructions
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## Querying This Documentation
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Perform an HTTP GET request on a page URL with the `ask` query parameter:
```
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```
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Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.