> ## Documentation Index
> Fetch the complete documentation index at: https://docs.rawchunks.space/llms.txt
> Use this file to discover all available pages before exploring further.

# AI/ML in Rawchunks

> How musical ideas become audio, editable parts and reusable voices.

Rawchunks turns a brief into a song you can keep editing. Songwriter prepares the Studio form from text, an image or a recording. ACE-Step generates the audio and changes selected parts. Algorithmic Composer writes playable Code patterns around your project.

For creators, this means you can start with an idea instead of a completed arrangement. Musicians and producers can supply lyrics, musical controls and reference audio, then work with takes, stems and local instruments. Developers can use the same operations through the [API](https://docs.rawchunks.space/dev/overview.md).

## Follow the work

| Part | What it does | Read more |
| - | - | - |
| Studio and Editor | Collect your choices; play, arrange and render audio | [Stack](https://docs.rawchunks.space/ai-ml/stack.md) |
| Songwriter | Prepare musical settings, tagged lyrics and cover art | [Songwriter](https://docs.rawchunks.space/ai-ml/songwriter.md) |
| Algorithmic Composer | Compose or change Strudel parts using project context | [Composer](https://docs.rawchunks.space/ai-ml/composer.md) |
| Audio models | Generate, rework, layer, extend and separate audio | [Models](https://docs.rawchunks.space/ai-ml/models.md) |
| Voice preparation | Save a reference and train adaptations for reuse | [Voices](https://docs.rawchunks.space/ai-ml/voices.md) |
| Runtime | Keep models warm, reuse work and distribute jobs | [Inference](https://docs.rawchunks.space/ai-ml/inference.md) and [concurrency](https://docs.rawchunks.space/ai-ml/concurrency.md) |
| Media and project data | Keep audio, waveforms, drafts and history available | [Data and playback](https://docs.rawchunks.space/ai-ml/data.md) |

The [App guides](https://docs.rawchunks.space/app/overview.md) cover the controls. This section explains the technology behind them; the [endpoint reference](https://docs.rawchunks.space/dev/endpoints/overview.md) defines requests and responses.


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