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| 1 | +# Custom llms .py Build |
| 2 | + |
| 3 | +## Lean Core + Extensibility |
| 4 | + |
| 5 | +To reduce bloat, **llms .py** was intentionally built around a lean core with support for extensibility. Most major features are encapsulated in **extension folders** that can be layered on to create a custom build with only the features you need. |
| 6 | + |
| 7 | +### Benefits of This Approach |
| 8 | + |
| 9 | +- **Minimal Footprint** - Deploy only what you need, reducing dependencies and attack surface |
| 10 | +- **Faster Startup** - Fewer modules to load means quicker initialization times |
| 11 | +- **Easier Maintenance** - Isolated extensions are simpler to update, debug, and replace |
| 12 | +- **Flexible Deployment** - Create purpose-built distributions for different use cases (e.g., CLI-only, API server, full UI) |
| 13 | +- **Cleaner Codebase** - Separation of concerns keeps the core focused and extensions self-contained |
| 14 | + |
| 15 | +## Creating a Custom Build |
| 16 | + |
| 17 | +This directory demonstrates how to create a custom build of the llms .py CLI/Server with a curated set of extensions. This allows you to deploy a lightweight version of the application with only the specific functionality you need. |
| 18 | + |
| 19 | +## Custom Builder |
| 20 | + |
| 21 | +Use `./build.sh` inside the [custom-build](https://github.com/ServiceStack/llms/tree/main/custom-build) directory to create a custom build of llms .py with only the extensions you want, where running `./build.sh` without any arguments: |
| 22 | + |
| 23 | +```bash |
| 24 | +cd custom-build |
| 25 | + |
| 26 | +./build.sh |
| 27 | +``` |
| 28 | + |
| 29 | +Generates a minimal custom build inside a new `llms` directory containing just the [providers extension](https://llmspy.org/docs/extensions/built-in#providers-extension) and necessary configuration files: |
| 30 | + |
| 31 | +``` |
| 32 | +llms/ |
| 33 | +├── .llms/ # .llms/ home for this build |
| 34 | +├── extensions/ # Extensions directory |
| 35 | +│ └── providers/ # Providers extension |
| 36 | +├── llms.json # llms.json config |
| 37 | +├── providers.json # models.dev providers.json config |
| 38 | +├── main.py # llms.py implementation |
| 39 | +├── llms.sh # llms.sh startup script |
| 40 | +``` |
| 41 | + |
| 42 | +This minimal build doesn't contain any UI or tools, but does contain the [providers extension](https://llmspy.org/docs/extensions/built-in#providers-extension) with support for all 24 supported providers and their 530+ models in both [CLI mode](https://llmspy.org/docs/features/cli) and its Open AI Compatible `/v1/chat/completions` endpoint. |
| 43 | + |
| 44 | +### Startup Script |
| 45 | + |
| 46 | +Once built you would use the `llms.sh` startup script for all commands instead of the `llms` command, e.g: |
| 47 | + |
| 48 | +```bash |
| 49 | +./llms.sh "What's the Capital of France?" |
| 50 | +``` |
| 51 | + |
| 52 | +### Minimal UI Build |
| 53 | + |
| 54 | +Set the `UI` environment variable to `1` for the minimal UI build which includes the [app](https://llmspy.org/docs/extensions/built-in#app-extension) and [tools](https://llmspy.org/docs/extensions/tools) extensions. |
| 55 | + |
| 56 | +```bash |
| 57 | +UI=1 ./build.sh |
| 58 | +``` |
| 59 | + |
| 60 | +### Custom Extensions |
| 61 | + |
| 62 | +For a custom build set the `EXTENSIONS` environment variable to a comma separated list of extensions to include in the build. E.g. this includes the same as as the Minimal UI build: |
| 63 | + |
| 64 | +```bash |
| 65 | +EXTENSIONS="providers,app,tools" ./build.sh |
| 66 | +``` |
| 67 | + |
| 68 | +> Including any extension that requires a UI will automatically include it in the build. |
| 69 | +
|
| 70 | +### Add external extensions |
| 71 | + |
| 72 | +With [full CLI support](https://llmspy.org/docs/features/cli), your custom build can use the [extension management commands](https://llmspy.org/docs/extensions) to manage installed extensions, e.g., you can add external extensions to your custom build by using the `llms.sh --add` command. |
| 73 | + |
| 74 | +Preview available extensions: |
| 75 | + |
| 76 | +```bash |
| 77 | +./llms.sh --add |
| 78 | +``` |
| 79 | + |
| 80 | +Add a specific extension: |
| 81 | + |
| 82 | +```bash |
| 83 | +./llms.sh --add xmas |
| 84 | +``` |
| 85 | + |
| 86 | +## Built-in Extensions |
| 87 | + |
| 88 | +You can copy any of these built-in extensions from the source [llms/extensions](https://github.com/ServiceStack/llms/tree/main/llms/extensions) directory - see [Built-in Extensions](http://llmspy.org/docs/extensions/built-in) for the list of built-in extensions you might want to include in your custom build. |
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