docs: remove Readthedocs references

.github/workflows/README.md

@@ -21,4 +21,3 @@ Llama Stack uses GitHub Actions for Continuous Integration (CI). Below is a tabl
 | Test External API and Providers | [test-external.yml](test-external.yml) | Test the External API and Provider mechanisms |
 | UI Tests | [ui-unit-tests.yml](ui-unit-tests.yml) | Run the UI test suite |
 | Unit Tests | [unit-tests.yml](unit-tests.yml) | Run the unit test suite |
-| Update ReadTheDocs | [update-readthedocs.yml](update-readthedocs.yml) | Update the Llama Stack ReadTheDocs site |

CONTRIBUTING.md

@@ -187,14 +187,16 @@ Note that the provider "description" field will be used to generate the provider
 
 ### Building the Documentation
 
-If you are making changes to the documentation at [https://llamastack.github.io/latest/](https://llamastack.github.io/latest/), you can use the following command to build the documentation and preview your changes. You will need [Sphinx](https://www.sphinx-doc.org/en/master/) and the readthedocs theme.
+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.
+# This rebuilds the documentation pages and the OpenAPI spec.
-uv run --group docs make -C docs/ html
+npm install
+npm run gen-api-docs all
+npm run build
 
-# This will start a local server (usually at http://127.0.0.1:8000) that automatically rebuilds and refreshes when you make changes to the documentation.
+# This will start a local server (usually at http://127.0.0.1:3000).
-uv run --group docs sphinx-autobuild docs/source docs/build/html --write-all
+npm run serve
 ```
 
 ### Update API Documentation
@@ -205,4 +207,4 @@ If you modify or add new API endpoints, update the API documentation accordingly
 uv run ./docs/openapi_generator/run_openapi_generator.sh
 ```
 
-The generated API documentation will be available in `docs/_static/`. Make sure to review the changes before committing.
+The generated API schema will be available in `docs/static/`. Make sure to review the changes before committing.

docs/README.md

@@ -1,14 +1,17 @@
 # Llama Stack Documentation
 
-Here's a collection of comprehensive guides, examples, and resources for building AI applications with Llama Stack. For the complete documentation, visit our [Github page](https://llamastack.github.io/latest/getting_started/index.html).
+Here's a collection of comprehensive guides, examples, and resources for building AI applications with Llama Stack. For the complete documentation, visit our [Github page](https://llamastack.github.io/getting_started/quickstart).
 
 ## Render locally
 
-From the llama-stack root directory, run the following command to render the docs locally:
+From the llama-stack `docs/` directory, run the following commands to render the docs locally:
 ```bash
-uv run --group docs sphinx-autobuild docs/source docs/build/html --write-all
+npm install
+npm run gen-api-docs all
+npm run build
+npm run serve
 ```
-You can open up the docs in your browser at http://localhost:8000
+You can open up the docs in your browser at http://localhost:3000
 
 ## Content
 

docs/docs/contributing/index.mdx

@@ -187,14 +187,16 @@ Note that the provider "description" field will be used to generate the provider
 
 ### Building the Documentation
 
-If you are making changes to the documentation at [https://llamastack.github.io/latest/](https://llamastack.github.io/latest/), you can use the following command to build the documentation and preview your changes. You will need [Sphinx](https://www.sphinx-doc.org/en/master/) and the readthedocs theme.
+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.
+# This rebuilds the documentation pages and the OpenAPI spec.
-uv run --group docs make -C docs/ html
+npm install
+npm run gen-api-docs all
+npm run build
 
-# This will start a local server (usually at http://127.0.0.1:8000) that automatically rebuilds and refreshes when you make changes to the documentation.
+# This will start a local server (usually at http://127.0.0.1:3000).
-uv run --group docs sphinx-autobuild docs/source docs/build/html --write-all
+npm run serve
 ```
 
 ### Update API Documentation
@@ -205,7 +207,7 @@ If you modify or add new API endpoints, update the API documentation accordingly
 uv run ./docs/openapi_generator/run_openapi_generator.sh
 ```
 
-The generated API documentation will be available in `docs/_static/`. Make sure to review the changes before committing.
+The generated API schema will be available in `docs/static/`. Make sure to review the changes before committing.
 
 ## Adding a New Provider
 

docs/docs/index.mdx

@@ -45,9 +45,9 @@ Llama Stack consists of a server (with multiple pluggable API providers) and Cli
 
 ## Quick Links
 
-- Ready to build? Check out the [Getting Started Guide](https://llama-stack.readthedocs.io/en/latest/getting_started/index.html) to get started.
+- Ready to build? Check out the [Getting Started Guide](https://llama-stack.github.io/getting_started/quickstart) to get started.
-- Want to contribute? See the [Contributing Guide](https://github.com/meta-llama/llama-stack/blob/main/CONTRIBUTING.md).
+- Want to contribute? See the [Contributing Guide](https://github.com/llamastack/llama-stack/blob/main/CONTRIBUTING.md).
-- Explore [Example Applications](https://github.com/meta-llama/llama-stack-apps) built with Llama Stack.
+- Explore [Example Applications](https://github.com/llamastack/llama-stack-apps) built with Llama Stack.
 
 ## Rich Ecosystem Support
 
@@ -59,13 +59,13 @@ Llama Stack provides adapters for popular providers across all API categories:
 - **Training & Evaluation**: HuggingFace, TorchTune, NVIDIA NEMO
 
 :::info Provider Details
-For complete provider compatibility and setup instructions, see our [Providers Documentation](https://llama-stack.readthedocs.io/en/latest/providers/index.html).
+For complete provider compatibility and setup instructions, see our [Providers Documentation](https://llamastack.github.io/providers/).
 :::
 
 ## Get Started Today
 
 <div style={{display: 'flex', gap: '1rem', flexWrap: 'wrap', margin: '2rem 0'}}>
-  <a href="https://llama-stack.readthedocs.io/en/latest/getting_started/index.html"
+  <a href="https://llama-stack.github.io/getting_started/quickstart"
      style={{
        background: 'var(--ifm-color-primary)',
        color: 'white',
@@ -76,7 +76,7 @@ For complete provider compatibility and setup instructions, see our [Providers D
      }}>
     🚀 Quick Start Guide
   </a>
-  <a href="https://github.com/meta-llama/llama-stack-apps"
+  <a href="https://github.com/llamastack/llama-stack-apps"
      style={{
        border: '2px solid var(--ifm-color-primary)',
        color: 'var(--ifm-color-primary)',
@@ -87,7 +87,7 @@ For complete provider compatibility and setup instructions, see our [Providers D
      }}>
     📚 Example Apps
   </a>
-  <a href="https://github.com/meta-llama/llama-stack"
+  <a href="https://github.com/llamastack/llama-stack"
      style={{
        border: '2px solid #666',
        color: '#666',

docs/getting_started.ipynb

@@ -15,7 +15,7 @@
         "\n",
         "[Llama Stack](https://github.com/meta-llama/llama-stack) defines and standardizes the set of core building blocks needed to bring generative AI applications to market. These building blocks are presented in the form of interoperable APIs with a broad set of Service Providers providing their implementations.\n",
         "\n",
-        "Read more about the project here: https://llamastack.github.io/latest/getting_started/index.html\n",
+        "Read more about the project here: https://llamastack.github.io\n",
         "\n",
         "In this guide, we will showcase how you can build LLM-powered agentic applications using Llama Stack.\n",
         "\n",

docs/notebooks/Alpha_Llama_Stack_Post_Training.ipynb

@@ -14,7 +14,7 @@
         "We will also showcase how to leverage existing Llama stack [inference APIs](https://github.com/meta-llama/llama-stack/blob/main/llama_stack/apis/inference/inference.py) (ollama as provider) to get the new model's output and the [eval APIs](https://github.com/meta-llama/llama-stack/blob/main/llama_stack/apis/eval/eval.py) to help you better measure the new model performance. We hope the flywheel of post-training -> eval -> inference can greatly empower agentic apps development.\n",
         "\n",
         "\n",
-        "- Read more about Llama Stack: https://llamastack.github.io/latest/index.html\n",
+        "- Read more about Llama Stack: https://llamastack.github.io/\n",
         "- Read more about post training APIs definition: https://github.com/meta-llama/llama-stack/blob/main/llama_stack/apis/post_training/post_training.py\n",
         "\n",
         "\n",