diff --git a/.gitignore b/.gitignore index ca210db9a..e6198b72c 100644 --- a/.gitignore +++ b/.gitignore @@ -31,3 +31,4 @@ CLAUDE.md .claude/ docs/.docusaurus/ docs/node_modules/ +docs/static/imported-files/ diff --git a/docs/README.md b/docs/README.md index 01c6bda59..47e6d9cd7 100644 --- a/docs/README.md +++ b/docs/README.md @@ -15,16 +15,39 @@ You can open up the docs in your browser at http://localhost:3000 ## File Import System -This documentation uses a custom component to import files directly from the repository, eliminating copy-paste maintenance: +This documentation uses `remark-code-import` to import files directly from the repository, eliminating copy-paste maintenance. Files are automatically embedded during build time. -```jsx -import CodeFromFile from '@site/src/components/CodeFromFile'; +### Importing Code Files - - +To import Python code (or any code files) with syntax highlighting, use this syntax in `.mdx` files: + +```markdown +```python file=./demo_script.py title="demo_script.py" +``` ``` -Files are automatically synced from the repo root when building. See the `CodeFromFile` component for syntax highlighting, line ranges, and multi-language support. +This automatically imports the file content and displays it as a formatted code block with Python syntax highlighting. + +**Note:** Paths are relative to the current `.mdx` file location, not the repository root. + +### Importing Markdown Files as Content + +For importing and rendering markdown files (like CONTRIBUTING.md), use the raw-loader approach: + +```jsx +import Contributing from '!!raw-loader!../../../CONTRIBUTING.md'; +import ReactMarkdown from 'react-markdown'; + +{Contributing} +``` + +**Requirements:** +- Install dependencies: `npm install --save-dev raw-loader react-markdown` + +**Path Resolution:** +- For `remark-code-import`: Paths are relative to the current `.mdx` file location +- For `raw-loader`: Paths are relative to the current `.mdx` file location +- Use `../` to navigate up directories as needed ## Content diff --git a/docs/docs/contributing/index.mdx b/docs/docs/contributing/index.mdx index 373f817f3..4ff56bcaf 100644 --- a/docs/docs/contributing/index.mdx +++ b/docs/docs/contributing/index.mdx @@ -1,232 +1,13 @@ -# Contributing to Llama Stack -We want to make contributing to this project as easy and transparent as -possible. +--- +title: Contributing +description: Contributing to Llama Stack +sidebar_label: Contributing to Llama Stack +sidebar_position: 3 +hide_title: true +--- -## Set up your development environment +import Contributing from '!!raw-loader!../../../CONTRIBUTING.md'; +import ReactMarkdown from 'react-markdown'; -We use [uv](https://github.com/astral-sh/uv) to manage python dependencies and virtual environments. -You can install `uv` by following this [guide](https://docs.astral.sh/uv/getting-started/installation/). -You can install the dependencies by running: - -```bash -cd llama-stack -uv sync --group dev -uv pip install -e . -source .venv/bin/activate -``` - -```{note} -You can use a specific version of Python with `uv` by adding the `--python ` flag (e.g. `--python 3.12`). -Otherwise, `uv` will automatically select a Python version according to the `requires-python` section of the `pyproject.toml`. -For more info, see the [uv docs around Python versions](https://docs.astral.sh/uv/concepts/python-versions/). -``` - -Note that you can create a dotenv file `.env` that includes necessary environment variables: -``` -LLAMA_STACK_BASE_URL=http://localhost:8321 -LLAMA_STACK_CLIENT_LOG=debug -LLAMA_STACK_PORT=8321 -LLAMA_STACK_CONFIG= -TAVILY_SEARCH_API_KEY= -BRAVE_SEARCH_API_KEY= -``` - -And then use this dotenv file when running client SDK tests via the following: -```bash -uv run --env-file .env -- pytest -v tests/integration/inference/test_text_inference.py --text-model=meta-llama/Llama-3.1-8B-Instruct -``` - -### Pre-commit Hooks - -We use [pre-commit](https://pre-commit.com/) to run linting and formatting checks on your code. You can install the pre-commit hooks by running: - -```bash -uv run pre-commit install -``` - -After that, pre-commit hooks will run automatically before each commit. - -Alternatively, if you don't want to install the pre-commit hooks, you can run the checks manually by running: - -```bash -uv run pre-commit run --all-files -``` - -```{caution} -Before pushing your changes, make sure that the pre-commit hooks have passed successfully. -``` - -## Discussions -> Issues -> Pull Requests - -We actively welcome your pull requests. However, please read the following. This is heavily inspired by [Ghostty](https://github.com/ghostty-org/ghostty/blob/main/CONTRIBUTING.md). - -If in doubt, please open a [discussion](https://github.com/meta-llama/llama-stack/discussions); we can always convert that to an issue later. - -### Issues -We use GitHub issues to track public bugs. Please ensure your description is -clear and has sufficient instructions to be able to reproduce the issue. - -Meta has a [bounty program](http://facebook.com/whitehat/info) for the safe -disclosure of security bugs. In those cases, please go through the process -outlined on that page and do not file a public issue. - -### Contributor License Agreement ("CLA") -In order to accept your pull request, we need you to submit a CLA. You only need -to do this once to work on any of Meta's open source projects. - -Complete your CLA here: [https://code.facebook.com/cla](https://code.facebook.com/cla) - -**I'd like to contribute!** - -If you are new to the project, start by looking at the issues tagged with "good first issue". If you're interested -leave a comment on the issue and a triager will assign it to you. - -Please avoid picking up too many issues at once. This helps you stay focused and ensures that others in the community also have opportunities to contribute. -- Try to work on only 1–2 issues at a time, especially if you’re still getting familiar with the codebase. -- Before taking an issue, check if it’s already assigned or being actively discussed. -- If you’re blocked or can’t continue with an issue, feel free to unassign yourself or leave a comment so others can step in. - -**I have a bug!** - -1. Search the issue tracker and discussions for similar issues. -2. If you don't have steps to reproduce, open a discussion. -3. If you have steps to reproduce, open an issue. - -**I have an idea for a feature!** - -1. Open a discussion. - -**I've implemented a feature!** - -1. If there is an issue for the feature, open a pull request. -2. If there is no issue, open a discussion and link to your branch. - -**I have a question!** - -1. Open a discussion or use [Discord](https://discord.gg/llama-stack). - - -**Opening a Pull Request** - -1. Fork the repo and create your branch from `main`. -2. If you've changed APIs, update the documentation. -3. Ensure the test suite passes. -4. Make sure your code lints using `pre-commit`. -5. If you haven't already, complete the Contributor License Agreement ("CLA"). -6. Ensure your pull request follows the [conventional commits format](https://www.conventionalcommits.org/en/v1.0.0/). -7. Ensure your pull request follows the [coding style](#coding-style). - - -Please keep pull requests (PRs) small and focused. If you have a large set of changes, consider splitting them into logically grouped, smaller PRs to facilitate review and testing. - -```{tip} -As a general guideline: -- Experienced contributors should try to keep no more than 5 open PRs at a time. -- New contributors are encouraged to have only one open PR at a time until they’re familiar with the codebase and process. -``` - -## Repository guidelines - -### Coding Style - -* Comments should provide meaningful insights into the code. Avoid filler comments that simply - describe the next step, as they create unnecessary clutter, same goes for docstrings. -* Prefer comments to clarify surprising behavior and/or relationships between parts of the code - rather than explain what the next line of code does. -* Catching exceptions, prefer using a specific exception type rather than a broad catch-all like - `Exception`. -* Error messages should be prefixed with "Failed to ..." -* 4 spaces for indentation rather than tab -* When using `# noqa` to suppress a style or linter warning, include a comment explaining the - justification for bypassing the check. -* When using `# type: ignore` to suppress a mypy warning, include a comment explaining the - justification for bypassing the check. -* Don't use unicode characters in the codebase. ASCII-only is preferred for compatibility or - readability reasons. -* Providers configuration class should be Pydantic Field class. It should have a `description` field - that describes the configuration. These descriptions will be used to generate the provider - documentation. -* When possible, use keyword arguments only when calling functions. -* Llama Stack utilizes custom Exception classes for certain Resources that should be used where applicable. - -### License -By contributing to Llama, you agree that your contributions will be licensed -under the LICENSE file in the root directory of this source tree. - -## Common Tasks - -Some tips about common tasks you work on while contributing to Llama Stack: - -### Setup for development - -```bash -git clone https://github.com/meta-llama/llama-stack.git -cd llama-stack -uv run llama stack list-deps | xargs -L1 uv pip install - -# (Optional) If you are developing the llama-stack-client-python package, you can add it as an editable package. -git clone https://github.com/meta-llama/llama-stack-client-python.git -uv add --editable ../llama-stack-client-python -``` - -### Updating distribution configurations - -If you have made changes to a provider's configuration in any form (introducing a new config key, or -changing models, etc.), you should run `./scripts/distro_codegen.py` to re-generate various YAML -files as well as the documentation. You should not change `docs/source/.../distributions/` files -manually as they are auto-generated. - -### Updating the provider documentation - -If you have made changes to a provider's configuration, you should run `./scripts/provider_codegen.py` -to re-generate the documentation. You should not change `docs/source/.../providers/` files manually -as they are auto-generated. -Note that the provider "description" field will be used to generate the provider documentation. - -### Building the Documentation - -If you are making changes to the documentation at [https://llamastack.github.io/](https://llamastack.github.io/), you can use the following command to build the documentation and preview your changes. - -```bash -# This rebuilds the documentation pages and the OpenAPI spec. -npm install -npm run gen-api-docs all -npm run build - -# This will start a local server (usually at http://127.0.0.1:3000). -npm run serve -``` - -### Update API Documentation - -If you modify or add new API endpoints, update the API documentation accordingly. You can do this by running the following command: - -```bash -uv run ./docs/openapi_generator/run_openapi_generator.sh -``` - -The generated API schema will be available in `docs/static/`. Make sure to review the changes before committing. - -## Adding a New Provider - -See: -- [Adding a New API Provider Page](./new_api_provider.mdx) which describes how to add new API providers to the Stack. -- [Vector Database Page](./new_vector_database.mdx) which describes how to add a new vector databases with Llama Stack. -- [External Provider Page](/docs/providers/external/) which describes how to add external providers to the Stack. - - -## Testing - - -See the [Testing README](https://github.com/meta-llama/llama-stack/blob/main/tests/README.md) for detailed testing information. - -## Advanced Topics - -For developers who need deeper understanding of the testing system internals: - -- [Record-Replay Testing](./testing/record-replay.mdx) - -### Benchmarking - -See the [Benchmarking README](https://github.com/meta-llama/llama-stack/blob/main/benchmarking/k8s-benchmark/README.md) for benchmarking information. +{Contributing} diff --git a/docs/docs/getting_started/quickstart.mdx b/docs/docs/getting_started/quickstart.mdx index cefb8e77c..0761a6e9b 100644 --- a/docs/docs/getting_started/quickstart.mdx +++ b/docs/docs/getting_started/quickstart.mdx @@ -24,6 +24,9 @@ ollama run llama3.2:3b --keepalive 60m #### Step 2: Run the Llama Stack server +```python file=./demo_script.py title="demo_script.py" +``` + We will use `uv` to install dependencies and run the Llama Stack server. ```bash # Install dependencies for the starter distribution @@ -35,9 +38,6 @@ OLLAMA_URL=http://localhost:11434 uv run --with llama-stack llama stack run star #### Step 3: Run the demo Now open up a new terminal and copy the following script into a file named `demo_script.py`. -import CodeFromFile from '@site/src/components/CodeFromFile'; - - We will use `uv` to run the script ``` uv run --with llama-stack-client,fire,requests demo_script.py diff --git a/docs/docusaurus.config.ts b/docs/docusaurus.config.ts index 70406474f..69045c36d 100644 --- a/docs/docusaurus.config.ts +++ 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+ "license": "MIT", + "dependencies": { + "@types/unist": "^2.0.0", + "unist-util-is": "^5.0.0" + }, + "funding": { + "type": "opencollective", + "url": "https://opencollective.com/unified" + } + }, "node_modules/remark-directive": { "version": "3.0.1", "resolved": "https://registry.npmjs.org/remark-directive/-/remark-directive-3.0.1.tgz", @@ -20298,6 +19934,18 @@ "node": ">=6" } }, + "node_modules/strip-indent": { + "version": "4.1.1", + "resolved": "https://registry.npmjs.org/strip-indent/-/strip-indent-4.1.1.tgz", + "integrity": "sha512-SlyRoSkdh1dYP0PzclLE7r0M9sgbFKKMFXpFRUMNuKhQSbC6VQIGzq3E0qsfvGJaUFJPGv6Ws1NZ/haTAjfbMA==", + "license": "MIT", + "engines": { + "node": ">=12" + }, + "funding": { + "url": "https://github.com/sponsors/sindresorhus" + } + }, "node_modules/strip-json-comments": { "version": "3.1.1", "resolved": "https://registry.npmjs.org/strip-json-comments/-/strip-json-comments-3.1.1.tgz", @@ -20664,6 +20312,15 @@ "node": "^18.0.0 || >=20.0.0" } }, + "node_modules/to-gatsby-remark-plugin": { + "version": "0.1.0", + "resolved": "https://registry.npmjs.org/to-gatsby-remark-plugin/-/to-gatsby-remark-plugin-0.1.0.tgz", + "integrity": "sha512-blmhJ/gIrytWnWLgPSRCkhCPeki6UBK2daa3k9mGahN7GjwHu8KrS7F70MvwlsG7IE794JLgwAdCbi4hU4faFQ==", + "license": "MIT", + "dependencies": { + "to-vfile": "^6.1.0" + } + }, "node_modules/to-regex-range": { "version": "5.0.1", "resolved": "https://registry.npmjs.org/to-regex-range/-/to-regex-range-5.0.1.tgz", @@ -20676,6 +20333,69 @@ "node": ">=8.0" } }, + "node_modules/to-vfile": { + "version": "6.1.0", + "resolved": "https://registry.npmjs.org/to-vfile/-/to-vfile-6.1.0.tgz", + "integrity": "sha512-BxX8EkCxOAZe+D/ToHdDsJcVI4HqQfmw0tCkp31zf3dNP/XWIAjU4CmeuSwsSoOzOTqHPOL0KUzyZqJplkD0Qw==", + "license": "MIT", + "dependencies": { + "is-buffer": "^2.0.0", + "vfile": "^4.0.0" + }, + "funding": { + "type": "opencollective", + "url": "https://opencollective.com/unified" + } + }, + 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a/docs/package.json b/docs/package.json index 93b0f8280..d435c65a9 100644 --- a/docs/package.json +++ b/docs/package.json @@ -4,8 +4,8 @@ "private": true, "scripts": { "docusaurus": "docusaurus", - "start": "npm run sync-files && docusaurus start", - "build": "npm run sync-files && docusaurus build", + "start": "docusaurus start", + "build": "docusaurus build", "swizzle": "docusaurus swizzle", "deploy": "docusaurus deploy", "clear": "docusaurus clear", @@ -28,7 +28,8 @@ "docusaurus-theme-openapi-docs": "4.3.7", "prism-react-renderer": "^2.3.0", "react": "^19.0.0", - "react-dom": "^19.0.0" + "react-dom": "^19.0.0", + "remark-code-import": "^1.2.0" }, "browserslist": { "production": [ @@ -41,5 +42,9 @@ "last 1 firefox version", "last 1 safari version" ] + }, + "devDependencies": { + "raw-loader": "^4.0.2", + "react-markdown": "^10.1.0" } } diff --git a/docs/scripts/sync-files.js b/docs/scripts/sync-files.js index 6b1fc86ca..a9b5b3eaf 100755 --- a/docs/scripts/sync-files.js +++ b/docs/scripts/sync-files.js @@ -47,6 +47,57 @@ function trackFileUsage(filePath) { } } +// Filter content based on file type and options +function filterContent(content, filePath) { + let lines = content.split('\n'); + + // Skip copyright header for Python files + if (filePath.endsWith('.py')) { + // Read the license header file + const licenseHeaderPath = path.join(repoRoot, 'docs', 'license_header.txt'); + if (fs.existsSync(licenseHeaderPath)) { + try { + const licenseText = fs.readFileSync(licenseHeaderPath, 'utf8'); + const licenseLines = licenseText.trim().split('\n'); + + // Check if file starts with the license header (accounting for # comments) + if (lines.length >= licenseLines.length) { + let matches = true; + for (let i = 0; i < licenseLines.length; i++) { + const codeLine = lines[i]?.replace(/^#\s*/, '').trim(); + const licenseLine = licenseLines[i]?.trim(); + if (codeLine !== licenseLine) { + matches = false; + break; + } + } + + if (matches) { + // Skip the license header and any trailing empty lines + let skipTo = licenseLines.length; + while (skipTo < lines.length && lines[skipTo].trim() === '') { + skipTo++; + } + lines = lines.slice(skipTo); + } + } + } catch (error) { + console.warn(`Could not read license header, skipping filtering for ${filePath}`); + } + } + } + + // Trim empty lines from start and end + while (lines.length > 0 && lines[0].trim() === '') { + lines.shift(); + } + while (lines.length > 0 && lines[lines.length - 1].trim() === '') { + lines.pop(); + } + + return lines.join('\n'); +} + // Sync a file from repo root to static directory function syncFile(filePath) { const sourcePath = path.join(repoRoot, filePath); @@ -61,7 +112,8 @@ function syncFile(filePath) { try { if (fs.existsSync(sourcePath)) { const content = fs.readFileSync(sourcePath, 'utf8'); - fs.writeFileSync(destPath, content); + const filteredContent = filterContent(content, filePath); + fs.writeFileSync(destPath, filteredContent); console.log(`✅ Synced ${filePath}`); trackFileUsage(filePath); return true; diff --git a/docs/src/components/CodeFromFile.jsx b/docs/src/components/CodeFromFile.jsx index e2ef1d7cf..94580f8c5 100644 --- a/docs/src/components/CodeFromFile.jsx +++ b/docs/src/components/CodeFromFile.jsx @@ -15,33 +15,7 @@ export default function CodeFromFile({ useEffect(() => { async function loadFile() { try { - // Register this file for syncing (build-time only) - if (typeof window === 'undefined') { - // This runs during build - register the file - const fs = require('fs'); - const path = require('path'); - - const usageFile = path.join(process.cwd(), 'static', 'imported-files', 'usage.json'); - const usageDir = path.dirname(usageFile); - - if (!fs.existsSync(usageDir)) { - fs.mkdirSync(usageDir, { recursive: true }); - } - - let usage = { files: [] }; - if (fs.existsSync(usageFile)) { - try { - usage = JSON.parse(fs.readFileSync(usageFile, 'utf8')); - } catch (error) { - console.warn('Could not read existing usage file'); - } - } - - if (!usage.files.includes(src)) { - usage.files.push(src); - fs.writeFileSync(usageFile, JSON.stringify(usage, null, 2)); - } - } + // File registration is now handled by the file-sync-plugin during build // Load file from static/imported-files directory const response = await fetch(`/imported-files/${src}`); @@ -50,7 +24,7 @@ export default function CodeFromFile({ } let text = await response.text(); - // Handle line range if specified + // Handle line range if specified (filtering is done at build time) if (startLine || endLine) { const lines = text.split('\n'); const start = startLine ? Math.max(0, startLine - 1) : 0; diff --git a/docs/static/imported-files/README.md b/docs/static/imported-files/README.md deleted file mode 100644 index 75e9989d7..000000000 --- a/docs/static/imported-files/README.md +++ /dev/null @@ -1,207 +0,0 @@ -# Llama Stack - -[![PyPI version](https://img.shields.io/pypi/v/llama_stack.svg)](https://pypi.org/project/llama_stack/) -[![PyPI - Downloads](https://img.shields.io/pypi/dm/llama-stack)](https://pypi.org/project/llama-stack/) -[![License](https://img.shields.io/pypi/l/llama_stack.svg)](https://github.com/meta-llama/llama-stack/blob/main/LICENSE) -[![Discord](https://img.shields.io/discord/1257833999603335178?color=6A7EC2&logo=discord&logoColor=ffffff)](https://discord.gg/llama-stack) -[![Unit Tests](https://github.com/meta-llama/llama-stack/actions/workflows/unit-tests.yml/badge.svg?branch=main)](https://github.com/meta-llama/llama-stack/actions/workflows/unit-tests.yml?query=branch%3Amain) -[![Integration Tests](https://github.com/meta-llama/llama-stack/actions/workflows/integration-tests.yml/badge.svg?branch=main)](https://github.com/meta-llama/llama-stack/actions/workflows/integration-tests.yml?query=branch%3Amain) - -[**Quick Start**](https://llamastack.github.io/docs/getting_started/quickstart) | [**Documentation**](https://llamastack.github.io/docs) | [**Colab Notebook**](./docs/getting_started.ipynb) | [**Discord**](https://discord.gg/llama-stack) - - -### ✨🎉 Llama 4 Support 🎉✨ -We released [Version 0.2.0](https://github.com/meta-llama/llama-stack/releases/tag/v0.2.0) with support for the Llama 4 herd of models released by Meta. - -
- -👋 Click here to see how to run Llama 4 models on Llama Stack - -\ -*Note you need 8xH100 GPU-host to run these models* - -```bash -pip install -U llama_stack - -MODEL="Llama-4-Scout-17B-16E-Instruct" -# get meta url from llama.com -huggingface-cli download meta-llama/$MODEL --local-dir ~/.llama/$MODEL - -# start a llama stack server -INFERENCE_MODEL=meta-llama/$MODEL llama stack build --run --template meta-reference-gpu - -# install client to interact with the server -pip install llama-stack-client -``` -### CLI -```bash -# Run a chat completion -MODEL="Llama-4-Scout-17B-16E-Instruct" - -llama-stack-client --endpoint http://localhost:8321 \ -inference chat-completion \ ---model-id meta-llama/$MODEL \ ---message "write a haiku for meta's llama 4 models" - -OpenAIChatCompletion( - ... - choices=[ - OpenAIChatCompletionChoice( - finish_reason='stop', - index=0, - message=OpenAIChatCompletionChoiceMessageOpenAIAssistantMessageParam( - role='assistant', - content='...**Silent minds awaken,** \n**Whispers of billions of words,** \n**Reasoning breaks the night.** \n\n— \n*This haiku blends the essence of LLaMA 4\'s capabilities with nature-inspired metaphor, evoking its vast training data and transformative potential.*', - ... - ), - ... - ) - ], - ... -) -``` -### Python SDK -```python -from llama_stack_client import LlamaStackClient - -client = LlamaStackClient(base_url=f"http://localhost:8321") - -model_id = "meta-llama/Llama-4-Scout-17B-16E-Instruct" -prompt = "Write a haiku about coding" - -print(f"User> {prompt}") -response = client.chat.completions.create( - model=model_id, - messages=[ - {"role": "system", "content": "You are a helpful assistant."}, - {"role": "user", "content": prompt}, - ], -) -print(f"Assistant> {response.choices[0].message.content}") -``` -As more providers start supporting Llama 4, you can use them in Llama Stack as well. We are adding to the list. Stay tuned! - - -
- -### 🚀 One-Line Installer 🚀 - -To try Llama Stack locally, run: - -```bash -curl -LsSf https://github.com/meta-llama/llama-stack/raw/main/scripts/install.sh | bash -``` - -### Overview - -Llama Stack standardizes the core building blocks that simplify AI application development. It codifies best practices across the Llama ecosystem. More specifically, it provides - -- **Unified API layer** for Inference, RAG, Agents, Tools, Safety, Evals, and Telemetry. -- **Plugin architecture** to support the rich ecosystem of different API implementations in various environments, including local development, on-premises, cloud, and mobile. -- **Prepackaged verified distributions** which offer a one-stop solution for developers to get started quickly and reliably in any environment. -- **Multiple developer interfaces** like CLI and SDKs for Python, Typescript, iOS, and Android. -- **Standalone applications** as examples for how to build production-grade AI applications with Llama Stack. - -
- Llama Stack -
- -### Llama Stack Benefits -- **Flexible Options**: Developers can choose their preferred infrastructure without changing APIs and enjoy flexible deployment choices. -- **Consistent Experience**: With its unified APIs, Llama Stack makes it easier to build, test, and deploy AI applications with consistent application behavior. -- **Robust Ecosystem**: Llama Stack is already integrated with distribution partners (cloud providers, hardware vendors, and AI-focused companies) that offer tailored infrastructure, software, and services for deploying Llama models. - -By reducing friction and complexity, Llama Stack empowers developers to focus on what they do best: building transformative generative AI applications. - -### API Providers -Here is a list of the various API providers and available distributions that can help developers get started easily with Llama Stack. -Please checkout for [full list](https://llamastack.github.io/docs/providers) - -| API Provider Builder | Environments | Agents | Inference | VectorIO | Safety | Telemetry | Post Training | Eval | DatasetIO | -|:--------------------:|:------------:|:------:|:---------:|:--------:|:------:|:---------:|:-------------:|:----:|:--------:| -| Meta Reference | Single Node | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | -| SambaNova | Hosted | | ✅ | | ✅ | | | | | -| Cerebras | Hosted | | ✅ | | | | | | | -| Fireworks | Hosted | ✅ | ✅ | ✅ | | | | | | -| AWS Bedrock | Hosted | | ✅ | | ✅ | | | | | -| Together | Hosted | ✅ | ✅ | | ✅ | | | | | -| Groq | Hosted | | ✅ | | | | | | | -| Ollama | Single Node | | ✅ | | | | | | | -| TGI | Hosted/Single Node | | ✅ | | | | | | | -| NVIDIA NIM | Hosted/Single Node | | ✅ | | ✅ | | | | | -| ChromaDB | Hosted/Single Node | | | ✅ | | | | | | -| Milvus | Hosted/Single Node | | | ✅ | | | | | | -| Qdrant | Hosted/Single Node | | | ✅ | | | | | | -| Weaviate | Hosted/Single Node | | | ✅ | | | | | | -| SQLite-vec | Single Node | | | ✅ | | | | | | -| PG Vector | Single Node | | | ✅ | | | | | | -| PyTorch ExecuTorch | On-device iOS | ✅ | ✅ | | | | | | | -| vLLM | Single Node | | ✅ | | | | | | | -| OpenAI | Hosted | | ✅ | | | | | | | -| Anthropic | Hosted | | ✅ | | | | | | | -| Gemini | Hosted | | ✅ | | | | | | | -| WatsonX | Hosted | | ✅ | | | | | | | -| HuggingFace | Single Node | | | | | | ✅ | | ✅ | -| TorchTune | Single Node | | | | | | ✅ | | | -| NVIDIA NEMO | Hosted | | ✅ | ✅ | | | ✅ | ✅ | ✅ | -| NVIDIA | Hosted | | | | | | ✅ | ✅ | ✅ | - -> **Note**: Additional providers are available through external packages. See [External Providers](https://llamastack.github.io/docs/providers/external) documentation. - -### Distributions - -A Llama Stack Distribution (or "distro") is a pre-configured bundle of provider implementations for each API component. Distributions make it easy to get started with a specific deployment scenario - you can begin with a local development setup (eg. ollama) and seamlessly transition to production (eg. Fireworks) without changing your application code. -Here are some of the distributions we support: - -| **Distribution** | **Llama Stack Docker** | Start This Distribution | -|:---------------------------------------------:|:-------------------------------------------------------------------------------------------------------------------------------------------------------------:|:------------------------------------------------------------------------------------------------------------------------:| -| Starter Distribution | [llamastack/distribution-starter](https://hub.docker.com/repository/docker/llamastack/distribution-starter/general) | [Guide](https://llamastack.github.io/latest/distributions/self_hosted_distro/starter.html) | -| Meta Reference | [llamastack/distribution-meta-reference-gpu](https://hub.docker.com/repository/docker/llamastack/distribution-meta-reference-gpu/general) | [Guide](https://llamastack.github.io/latest/distributions/self_hosted_distro/meta-reference-gpu.html) | -| PostgreSQL | [llamastack/distribution-postgres-demo](https://hub.docker.com/repository/docker/llamastack/distribution-postgres-demo/general) | | - -### Documentation - -Please checkout our [Documentation](https://llamastack.github.io/latest/index.html) page for more details. - -* CLI references - * [llama (server-side) CLI Reference](https://llamastack.github.io/latest/references/llama_cli_reference/index.html): Guide for using the `llama` CLI to work with Llama models (download, study prompts), and building/starting a Llama Stack distribution. - * [llama (client-side) CLI Reference](https://llamastack.github.io/latest/references/llama_stack_client_cli_reference.html): Guide for using the `llama-stack-client` CLI, which allows you to query information about the distribution. -* Getting Started - * [Quick guide to start a Llama Stack server](https://llamastack.github.io/latest/getting_started/index.html). - * [Jupyter notebook](./docs/getting_started.ipynb) to walk-through how to use simple text and vision inference llama_stack_client APIs - * The complete Llama Stack lesson [Colab notebook](https://colab.research.google.com/drive/1dtVmxotBsI4cGZQNsJRYPrLiDeT0Wnwt) of the new [Llama 3.2 course on Deeplearning.ai](https://learn.deeplearning.ai/courses/introducing-multimodal-llama-3-2/lesson/8/llama-stack). - * A [Zero-to-Hero Guide](https://github.com/meta-llama/llama-stack/tree/main/docs/zero_to_hero_guide) that guide you through all the key components of llama stack with code samples. -* [Contributing](CONTRIBUTING.md) - * [Adding a new API Provider](https://llamastack.github.io/latest/contributing/new_api_provider.html) to walk-through how to add a new API provider. - -### Llama Stack Client SDKs - -| **Language** | **Client SDK** | **Package** | -| :----: | :----: | :----: | -| Python | [llama-stack-client-python](https://github.com/meta-llama/llama-stack-client-python) | [![PyPI version](https://img.shields.io/pypi/v/llama_stack_client.svg)](https://pypi.org/project/llama_stack_client/) -| Swift | [llama-stack-client-swift](https://github.com/meta-llama/llama-stack-client-swift) | [![Swift Package Index](https://img.shields.io/endpoint?url=https%3A%2F%2Fswiftpackageindex.com%2Fapi%2Fpackages%2Fmeta-llama%2Fllama-stack-client-swift%2Fbadge%3Ftype%3Dswift-versions)](https://swiftpackageindex.com/meta-llama/llama-stack-client-swift) -| Typescript | [llama-stack-client-typescript](https://github.com/meta-llama/llama-stack-client-typescript) | [![NPM version](https://img.shields.io/npm/v/llama-stack-client.svg)](https://npmjs.org/package/llama-stack-client) -| Kotlin | [llama-stack-client-kotlin](https://github.com/meta-llama/llama-stack-client-kotlin) | [![Maven version](https://img.shields.io/maven-central/v/com.llama.llamastack/llama-stack-client-kotlin)](https://central.sonatype.com/artifact/com.llama.llamastack/llama-stack-client-kotlin) - -Check out our client SDKs for connecting to a Llama Stack server in your preferred language, you can choose from [python](https://github.com/meta-llama/llama-stack-client-python), [typescript](https://github.com/meta-llama/llama-stack-client-typescript), [swift](https://github.com/meta-llama/llama-stack-client-swift), and [kotlin](https://github.com/meta-llama/llama-stack-client-kotlin) programming languages to quickly build your applications. - -You can find more example scripts with client SDKs to talk with the Llama Stack server in our [llama-stack-apps](https://github.com/meta-llama/llama-stack-apps/tree/main/examples) repo. - - -## 🌟 GitHub Star History -## Star History - -[![Star History Chart](https://api.star-history.com/svg?repos=meta-llama/llama-stack&type=Date)](https://www.star-history.com/#meta-llama/llama-stack&Date) - -## ✨ Contributors - -Thanks to all of our amazing contributors! - - - - diff --git a/docs/static/imported-files/usage.json b/docs/static/imported-files/usage.json deleted file mode 100644 index 3692a65e5..000000000 --- a/docs/static/imported-files/usage.json +++ /dev/null @@ -1,6 +0,0 @@ -{ - "files": [ - "docs/getting_started/demo_script.py", - "README.md" - ] -}