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 1847e49d8..47e6d9cd7 100644
--- a/docs/README.md
+++ b/docs/README.md
@@ -13,6 +13,42 @@ npm run serve
 ```
 You can open up the docs in your browser at http://localhost:3000
 
+## File Import System
+
+This documentation uses `remark-code-import` to import files directly from the repository, eliminating copy-paste maintenance. Files are automatically embedded during build time.
+
+### 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"
+```
+```
+
+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';
+
+<ReactMarkdown>{Contributing}</ReactMarkdown>
+```
+
+**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
 
 Try out Llama Stack's capabilities through our detailed Jupyter notebooks:
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 <version>` 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=<provider-name>
-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 <distro-name> | 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.
+<ReactMarkdown>{Contributing}</ReactMarkdown>
diff --git a/docs/docs/getting_started/quickstart.mdx b/docs/docs/getting_started/quickstart.mdx
index ec929eb88..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
@@ -35,27 +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`.
 
-```python
-import io, requests
-from openai import OpenAI
-
-url="https://www.paulgraham.com/greatwork.html"
-client = OpenAI(base_url="http://localhost:8321/v1/", api_key="none")
-
-vs = client.vector_stores.create()
-response = requests.get(url)
-pseudo_file = io.BytesIO(str(response.content).encode('utf-8'))
-uploaded_file = client.files.create(file=(url, pseudo_file, "text/html"), purpose="assistants")
-client.vector_stores.files.create(vector_store_id=vs.id, file_id=uploaded_file.id)
-
-resp = client.responses.create(
-    model="openai/gpt-4o",
-    input="How do you do great work? Use the existing knowledge_search tool.",
-    tools=[{"type": "file_search", "vector_store_ids": [vs.id]}],
-    include=["file_search_call.results"],
-)
-
-
 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
+++ b/docs/docusaurus.config.ts
@@ -71,6 +71,11 @@ const config: Config = {
         docs: {
           sidebarPath: require.resolve("./sidebars.ts"),
           docItemComponent: "@theme/ApiItem", // Derived from docusaurus-theme-openapi
+          remarkPlugins: [
+            [require('remark-code-import'), {
+              rootDir: require('path').join(__dirname, '..') // Repository root
+            }]
+          ],
         },
         blog: false,
         theme: {
diff --git a/docs/package-lock.json b/docs/package-lock.json
index aa133c935..9a435846f 100644
--- a/docs/package-lock.json
+++ b/docs/package-lock.json
@@ -17,7 +17,12 @@
         "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"
+      },
+      "devDependencies": {
+        "raw-loader": "^4.0.2",
+        "react-markdown": "^10.1.0"
       }
     },
     "node_modules/@algolia/abtesting": {
@@ -8557,6 +8562,16 @@
         "url": "https://opencollective.com/unified"
       }
     },
+    "node_modules/docusaurus-theme-openapi-docs/node_modules/hast-util-whitespace": {
+      "version": "2.0.1",
+      "resolved": "https://registry.npmjs.org/hast-util-whitespace/-/hast-util-whitespace-2.0.1.tgz",
+      "integrity": "sha512-nAxA0v8+vXSBDt3AnRUNjyRIQ0rD+ntpbAp4LnPkumc5M9yUbSMa4XDU9Q6etY4f1Wp4bNgvc1yjiZtsTTrSng==",
+      "license": "MIT",
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/unified"
+      }
+    },
     "node_modules/docusaurus-theme-openapi-docs/node_modules/hastscript": {
       "version": "7.2.0",
       "resolved": "https://registry.npmjs.org/hastscript/-/hastscript-7.2.0.tgz",
@@ -8732,6 +8747,41 @@
         "url": "https://opencollective.com/unified"
       }
     },
+    "node_modules/docusaurus-theme-openapi-docs/node_modules/mdast-util-to-hast": {
+      "version": "12.3.0",
+      "resolved": "https://registry.npmjs.org/mdast-util-to-hast/-/mdast-util-to-hast-12.3.0.tgz",
+      "integrity": "sha512-pits93r8PhnIoU4Vy9bjW39M2jJ6/tdHyja9rrot9uujkN7UTU9SDnE6WNJz/IGyQk3XHX6yNNtrBH6cQzm8Hw==",
+      "license": "MIT",
+      "dependencies": {
+        "@types/hast": "^2.0.0",
+        "@types/mdast": "^3.0.0",
+        "mdast-util-definitions": "^5.0.0",
+        "micromark-util-sanitize-uri": "^1.1.0",
+        "trim-lines": "^3.0.0",
+        "unist-util-generated": "^2.0.0",
+        "unist-util-position": "^4.0.0",
+        "unist-util-visit": "^4.0.0"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/unified"
+      }
+    },
+    "node_modules/docusaurus-theme-openapi-docs/node_modules/mdast-util-to-hast/node_modules/unist-util-visit": {
+      "version": "4.1.2",
+      "resolved": "https://registry.npmjs.org/unist-util-visit/-/unist-util-visit-4.1.2.tgz",
+      "integrity": "sha512-MSd8OUGISqHdVvfY9TPhyK2VdUrPgxkUtWSuMHF6XAAFuL4LokseigBnZtPnJMu+FbynTkFNnFlyjxpVKujMRg==",
+      "license": "MIT",
+      "dependencies": {
+        "@types/unist": "^2.0.0",
+        "unist-util-is": "^5.0.0",
+        "unist-util-visit-parents": "^5.1.1"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/unified"
+      }
+    },
     "node_modules/docusaurus-theme-openapi-docs/node_modules/mdast-util-to-markdown": {
       "version": "1.5.0",
       "resolved": "https://registry.npmjs.org/mdast-util-to-markdown/-/mdast-util-to-markdown-1.5.0.tgz",
@@ -9309,6 +9359,58 @@
       "integrity": "sha512-w2GsyukL62IJnlaff/nRegPQR94C/XXamvMWmSHRJ4y7Ts/4ocGRmTHvOs8PSE6pB3dWOrD/nueuU5sduBsQ4w==",
       "license": "MIT"
     },
+    "node_modules/docusaurus-theme-openapi-docs/node_modules/react-markdown": {
+      "version": "8.0.7",
+      "resolved": "https://registry.npmjs.org/react-markdown/-/react-markdown-8.0.7.tgz",
+      "integrity": "sha512-bvWbzG4MtOU62XqBx3Xx+zB2raaFFsq4mYiAzfjXJMEz2sixgeAfraA3tvzULF02ZdOMUOKTBFFaZJDDrq+BJQ==",
+      "license": "MIT",
+      "dependencies": {
+        "@types/hast": "^2.0.0",
+        "@types/prop-types": "^15.0.0",
+        "@types/unist": "^2.0.0",
+        "comma-separated-tokens": "^2.0.0",
+        "hast-util-whitespace": "^2.0.0",
+        "prop-types": "^15.0.0",
+        "property-information": "^6.0.0",
+        "react-is": "^18.0.0",
+        "remark-parse": "^10.0.0",
+        "remark-rehype": "^10.0.0",
+        "space-separated-tokens": "^2.0.0",
+        "style-to-object": "^0.4.0",
+        "unified": "^10.0.0",
+        "unist-util-visit": "^4.0.0",
+        "vfile": "^5.0.0"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/unified"
+      },
+      "peerDependencies": {
+        "@types/react": ">=16",
+        "react": ">=16"
+      }
+    },
+    "node_modules/docusaurus-theme-openapi-docs/node_modules/react-markdown/node_modules/react-is": {
+      "version": "18.3.1",
+      "resolved": "https://registry.npmjs.org/react-is/-/react-is-18.3.1.tgz",
+      "integrity": "sha512-/LLMVyas0ljjAtoYiPqYiL8VWXzUUdThrmU5+n20DZv+a+ClRoevUzw5JxU+Ieh5/c87ytoTBV9G1FiKfNJdmg==",
+      "license": "MIT"
+    },
+    "node_modules/docusaurus-theme-openapi-docs/node_modules/react-markdown/node_modules/unist-util-visit": {
+      "version": "4.1.2",
+      "resolved": "https://registry.npmjs.org/unist-util-visit/-/unist-util-visit-4.1.2.tgz",
+      "integrity": "sha512-MSd8OUGISqHdVvfY9TPhyK2VdUrPgxkUtWSuMHF6XAAFuL4LokseigBnZtPnJMu+FbynTkFNnFlyjxpVKujMRg==",
+      "license": "MIT",
+      "dependencies": {
+        "@types/unist": "^2.0.0",
+        "unist-util-is": "^5.0.0",
+        "unist-util-visit-parents": "^5.1.1"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/unified"
+      }
+    },
     "node_modules/docusaurus-theme-openapi-docs/node_modules/react-redux": {
       "version": "7.2.9",
       "resolved": "https://registry.npmjs.org/react-redux/-/react-redux-7.2.9.tgz",
@@ -9365,6 +9467,37 @@
         "url": "https://opencollective.com/unified"
       }
     },
+    "node_modules/docusaurus-theme-openapi-docs/node_modules/remark-parse": {
+      "version": "10.0.2",
+      "resolved": "https://registry.npmjs.org/remark-parse/-/remark-parse-10.0.2.tgz",
+      "integrity": "sha512-3ydxgHa/ZQzG8LvC7jTXccARYDcRld3VfcgIIFs7bI6vbRSxJJmzgLEIIoYKyrfhaY+ujuWaf/PJiMZXoiCXgw==",
+      "license": "MIT",
+      "dependencies": {
+        "@types/mdast": "^3.0.0",
+        "mdast-util-from-markdown": "^1.0.0",
+        "unified": "^10.0.0"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/unified"
+      }
+    },
+    "node_modules/docusaurus-theme-openapi-docs/node_modules/remark-rehype": {
+      "version": "10.1.0",
+      "resolved": "https://registry.npmjs.org/remark-rehype/-/remark-rehype-10.1.0.tgz",
+      "integrity": "sha512-EFmR5zppdBp0WQeDVZ/b66CWJipB2q2VLNFMabzDSGR66Z2fQii83G5gTBbgGEnEEA0QRussvrFHxk1HWGJskw==",
+      "license": "MIT",
+      "dependencies": {
+        "@types/hast": "^2.0.0",
+        "@types/mdast": "^3.0.0",
+        "mdast-util-to-hast": "^12.1.0",
+        "unified": "^10.0.0"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/unified"
+      }
+    },
     "node_modules/docusaurus-theme-openapi-docs/node_modules/unified": {
       "version": "10.1.2",
       "resolved": "https://registry.npmjs.org/unified/-/unified-10.1.2.tgz",
@@ -11287,6 +11420,17 @@
         "url": "https://github.com/sponsors/sindresorhus"
       }
     },
+    "node_modules/html-url-attributes": {
+      "version": "3.0.1",
+      "resolved": "https://registry.npmjs.org/html-url-attributes/-/html-url-attributes-3.0.1.tgz",
+      "integrity": "sha512-ol6UPyBWqsrO6EJySPz2O7ZSr856WDrEzM5zMqp+FJJLGMW35cLYmmZnl0vztAZxRUoNZJFTCohfjuIJ8I4QBQ==",
+      "dev": true,
+      "license": "MIT",
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/unified"
+      }
+    },
     "node_modules/html-void-elements": {
       "version": "3.0.0",
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+      "license": "MIT",
+      "dependencies": {
+        "@types/unist": "^2.0.2"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/unified"
+      }
+    },
+    "node_modules/to-vfile/node_modules/vfile": {
+      "version": "4.2.1",
+      "resolved": "https://registry.npmjs.org/vfile/-/vfile-4.2.1.tgz",
+      "integrity": "sha512-O6AE4OskCG5S1emQ/4gl8zK586RqA3srz3nfK/Viy0UPToBc5Trp9BVFb1u0CjsKrAWwnpr4ifM/KBXPWwJbCA==",
+      "license": "MIT",
+      "dependencies": {
+        "@types/unist": "^2.0.0",
+        "is-buffer": "^2.0.0",
+        "unist-util-stringify-position": "^2.0.0",
+        "vfile-message": "^2.0.0"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/unified"
+      }
+    },
+    "node_modules/to-vfile/node_modules/vfile-message": {
+      "version": "2.0.4",
+      "resolved": "https://registry.npmjs.org/vfile-message/-/vfile-message-2.0.4.tgz",
+      "integrity": "sha512-DjssxRGkMvifUOJre00juHoP9DPWuzjxKuMDrhNbk2TdaYYBNMStsNhEOt3idrtI12VQYM/1+iM0KOzXi4pxwQ==",
+      "license": "MIT",
+      "dependencies": {
+        "@types/unist": "^2.0.0",
+        "unist-util-stringify-position": "^2.0.0"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/unified"
+      }
+    },
     "node_modules/toidentifier": {
       "version": "1.0.1",
       "resolved": "https://registry.npmjs.org/toidentifier/-/toidentifier-1.0.1.tgz",
diff --git a/docs/package.json b/docs/package.json
index 6bbc48eb0..d435c65a9 100644
--- a/docs/package.json
+++ b/docs/package.json
@@ -15,7 +15,8 @@
     "gen-api-docs": "docusaurus gen-api-docs",
     "clean-api-docs": "docusaurus clean-api-docs",
     "gen-api-docs:version": "docusaurus gen-api-docs:version",
-    "clean-api-docs:version": "docusaurus clean-api-docs:version"
+    "clean-api-docs:version": "docusaurus clean-api-docs:version",
+    "sync-files": "node scripts/sync-files.js"
   },
   "dependencies": {
     "@docusaurus/core": "3.8.1",
@@ -27,7 +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": [
@@ -40,5 +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
new file mode 100755
index 000000000..a9b5b3eaf
--- /dev/null
+++ b/docs/scripts/sync-files.js
@@ -0,0 +1,145 @@
+#!/usr/bin/env node
+
+const fs = require('fs');
+const path = require('path');
+
+// Repository root is always one level up from docs
+const repoRoot = path.join(__dirname, '..', '..');
+
+// Get all requested files from the usage tracking file
+function getRequestedFiles() {
+  const usageFile = path.join(__dirname, '..', 'static', 'imported-files', 'usage.json');
+  if (!fs.existsSync(usageFile)) {
+    return [];
+  }
+
+  try {
+    const usage = JSON.parse(fs.readFileSync(usageFile, 'utf8'));
+    return usage.files || [];
+  } catch (error) {
+    console.warn('Could not read usage file:', error.message);
+    return [];
+  }
+}
+
+// Track file usage
+function trackFileUsage(filePath) {
+  const usageFile = path.join(__dirname, '..', 'static', 'imported-files', 'usage.json');
+  const usageDir = path.dirname(usageFile);
+
+  // Ensure directory exists
+  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, creating new one');
+    }
+  }
+
+  if (!usage.files.includes(filePath)) {
+    usage.files.push(filePath);
+    fs.writeFileSync(usageFile, JSON.stringify(usage, null, 2));
+  }
+}
+
+// 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);
+  const destPath = path.join(__dirname, '..', 'static', 'imported-files', filePath);
+  const destDir = path.dirname(destPath);
+
+  // Ensure destination directory exists
+  if (!fs.existsSync(destDir)) {
+    fs.mkdirSync(destDir, { recursive: true });
+  }
+
+  try {
+    if (fs.existsSync(sourcePath)) {
+      const content = fs.readFileSync(sourcePath, 'utf8');
+      const filteredContent = filterContent(content, filePath);
+      fs.writeFileSync(destPath, filteredContent);
+      console.log(`✅ Synced ${filePath}`);
+      trackFileUsage(filePath);
+      return true;
+    } else {
+      console.warn(`⚠️  Source file not found: ${sourcePath}`);
+      return false;
+    }
+  } catch (error) {
+    console.error(`❌ Error syncing ${filePath}:`, error.message);
+    return false;
+  }
+}
+
+// Main execution
+console.log(`📁 Repository root: ${path.resolve(repoRoot)}`);
+
+// Get files that are being requested by the documentation
+const requestedFiles = getRequestedFiles();
+console.log(`📄 Syncing ${requestedFiles.length} requested files...`);
+
+if (requestedFiles.length === 0) {
+  console.log('ℹ️  No files requested yet. Files will be synced when first referenced in documentation.');
+} else {
+  requestedFiles.forEach(filePath => {
+    syncFile(filePath);
+  });
+}
+
+console.log('✅ File sync complete!');
diff --git a/docs/src/components/CodeFromFile.jsx b/docs/src/components/CodeFromFile.jsx
new file mode 100644
index 000000000..94580f8c5
--- /dev/null
+++ b/docs/src/components/CodeFromFile.jsx
@@ -0,0 +1,93 @@
+import React, { useState, useEffect } from 'react';
+import CodeBlock from '@theme/CodeBlock';
+
+export default function CodeFromFile({
+  src,
+  language = 'python',
+  title,
+  startLine,
+  endLine,
+  highlightLines
+}) {
+  const [content, setContent] = useState('');
+  const [error, setError] = useState(null);
+
+  useEffect(() => {
+    async function loadFile() {
+      try {
+        // File registration is now handled by the file-sync-plugin during build
+
+        // Load file from static/imported-files directory
+        const response = await fetch(`/imported-files/${src}`);
+        if (!response.ok) {
+          throw new Error(`Failed to fetch: ${response.status}`);
+        }
+        let text = await response.text();
+
+        // 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;
+          const end = endLine ? Math.min(lines.length, endLine) : lines.length;
+          text = lines.slice(start, end).join('\n');
+        }
+
+        setContent(text);
+      } catch (err) {
+        console.error('Failed to load file:', err);
+        setError(`Failed to load ${src}: ${err.message}`);
+      }
+    }
+
+    loadFile();
+  }, [src, startLine, endLine]);
+
+  if (error) {
+    return <div style={{ color: 'red', padding: '1rem', border: '1px solid red', borderRadius: '4px' }}>
+      Error: {error}
+    </div>;
+  }
+
+  if (!content) {
+    return <div>Loading {src}...</div>;
+  }
+
+  // Auto-detect language from file extension if not provided
+  const detectedLanguage = language || getLanguageFromExtension(src);
+
+  return (
+    <CodeBlock
+      language={detectedLanguage}
+      title={title || src}
+      metastring={highlightLines ? `{${highlightLines}}` : undefined}
+    >
+      {content}
+    </CodeBlock>
+  );
+}
+
+function getLanguageFromExtension(filename) {
+  const ext = filename.split('.').pop();
+  const languageMap = {
+    'py': 'python',
+    'js': 'javascript',
+    'jsx': 'jsx',
+    'ts': 'typescript',
+    'tsx': 'tsx',
+    'md': 'markdown',
+    'sh': 'bash',
+    'yaml': 'yaml',
+    'yml': 'yaml',
+    'json': 'json',
+    'css': 'css',
+    'html': 'html',
+    'cpp': 'cpp',
+    'c': 'c',
+    'java': 'java',
+    'go': 'go',
+    'rs': 'rust',
+    'php': 'php',
+    'rb': 'ruby',
+  };
+  return languageMap[ext] || 'text';
+}