deploy: docs: add pre/post processing docs for ADK Python (googleapis#2534)

## Description

Created again on accidental deletion of
googleapis#2433

## PR Checklist

> Thank you for opening a Pull Request! Before submitting your PR, there
are a
> few things you can do to make sure it goes smoothly:

- [ ] Make sure you reviewed

[CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md)
- [ ] Make sure to open an issue as a

[bug/issue](https://github.com/googleapis/genai-toolbox/issues/new/choose)
  before writing your code! That way we can discuss the change, evaluate
  designs, and agree on the general idea
- [ ] Ensure the tests and linter pass
- [ ] Code coverage does not decrease (if any source code was changed)
- [ ] Appropriate docs were updated (if necessary)
- [ ] Make sure to add `!` if this involve a breaking change

🛠️ Fixes #<issue_number_goes_here>

---------

Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> 0158206

Author: pull[bot]

dev/404.html

@@ -6,6 +6,6 @@
 <svg class="bi me-2 opacity-50"><use href="#moon-stars-fill"/></svg>
 Dark<svg class="bi ms-auto d-none"><use href="#check2"/></svg></button></li><li><button type=button class="dropdown-item d-flex align-items-center active" data-bs-theme-value=auto aria-pressed=true>
 <svg class="bi me-2 opacity-50"><use href="#circle-half"/></svg>
-Auto<svg class="bi ms-auto d-none"><use href="#check2"/></svg></button></li></ul></li></ul></div><div class="d-none d-lg-block"><div class="td-search td-search--offline"><div class=td-search__icon></div><input type=search class="td-search__input form-control" placeholder="Search this site…" aria-label="Search this site…" autocomplete=off data-offline-search-index-json-src=/genai-toolbox/dev/offline-search-index.f45d0be4b8c91cb2a3460f4ecfef0199.json data-offline-search-base-href=/ data-offline-search-max-results=10></div></div></div></nav></header><div class="container-fluid td-default td-outer"><main role=main class=td-main><div class=td-content><h1>Not found</h1><p>Oops! This page doesn't exist. Try going back to the <a href=/genai-toolbox/dev/>home page</a>.</p></div></main><footer class="td-footer row d-print-none"><div class=container-fluid><div class="row mx-md-2"><div class="td-footer__left col-6 col-sm-4 order-sm-1"></div><div class="td-footer__right col-6 col-sm-4 order-sm-3"></div><div class="td-footer__center col-12 col-sm-4 py-2 order-sm-2"><span class=td-footer__copyright>&copy;
+Auto<svg class="bi ms-auto d-none"><use href="#check2"/></svg></button></li></ul></li></ul></div><div class="d-none d-lg-block"><div class="td-search td-search--offline"><div class=td-search__icon></div><input type=search class="td-search__input form-control" placeholder="Search this site…" aria-label="Search this site…" autocomplete=off data-offline-search-index-json-src=/genai-toolbox/dev/offline-search-index.dca939876daf801fa43e1b00f2cf4175.json data-offline-search-base-href=/ data-offline-search-max-results=10></div></div></div></nav></header><div class="container-fluid td-default td-outer"><main role=main class=td-main><div class=td-content><h1>Not found</h1><p>Oops! This page doesn't exist. Try going back to the <a href=/genai-toolbox/dev/>home page</a>.</p></div></main><footer class="td-footer row d-print-none"><div class=container-fluid><div class="row mx-md-2"><div class="td-footer__left col-6 col-sm-4 order-sm-1"></div><div class="td-footer__right col-6 col-sm-4 order-sm-3"></div><div class="td-footer__center col-12 col-sm-4 py-2 order-sm-2"><span class=td-footer__copyright>&copy;
 2026
 <span class=td-footer__authors>Google LLC</span></span><span class=td-footer__all_rights_reserved>All Rights Reserved</span></div></div></div></footer></div><script src=/genai-toolbox/dev/js/main.min.90902a026ed2aee7ed45d85797f4c790b240ba148ac6f8a6f194cb1981ffecf5.js integrity="sha256-kJAqAm7SruftRdhXl/THkLJAuhSKxvim8ZTLGYH/7PU=" crossorigin=anonymous></script><script defer src=/genai-toolbox/dev/js/click-to-copy.min.73478a7d4807698aed7e355eb23f9890ca18fea3158604c8471746d046702bad.js integrity="sha256-c0eKfUgHaYrtfjVesj+YkMoY/qMVhgTIRxdG0EZwK60=" crossorigin=anonymous></script><script src=/genai-toolbox/dev/js/tabpane-persist.js></script></body></html>

dev/about/faq/index.html

@@ -6,7 +6,7 @@
 <svg class="bi me-2 opacity-50"><use href="#moon-stars-fill"/></svg>
 Dark<svg class="bi ms-auto d-none"><use href="#check2"/></svg></button></li><li><button type=button class="dropdown-item d-flex align-items-center active" data-bs-theme-value=auto aria-pressed=true>
 <svg class="bi me-2 opacity-50"><use href="#circle-half"/></svg>
-Auto<svg class="bi ms-auto d-none"><use href="#check2"/></svg></button></li></ul></li></ul></div><div class="d-none d-lg-block"><div class="td-search td-search--offline"><div class=td-search__icon></div><input type=search class="td-search__input form-control" placeholder="Search this site…" aria-label="Search this site…" autocomplete=off data-offline-search-index-json-src=/genai-toolbox/dev/offline-search-index.f45d0be4b8c91cb2a3460f4ecfef0199.json data-offline-search-base-href=/ data-offline-search-max-results=10></div></div></div></nav></header><div class="container-fluid td-outer"><div class=td-main><div class="row flex-xl-nowrap"><aside class="col-12 col-md-3 col-xl-2 td-sidebar d-print-none"><div id=td-sidebar-menu class=td-sidebar__inner><form class="td-sidebar__search d-flex align-items-center"><div class="td-search td-search--offline"><div class=td-search__icon></div><input type=search class="td-search__input form-control" placeholder="Search this site…" aria-label="Search this site…" autocomplete=off data-offline-search-index-json-src=/genai-toolbox/dev/offline-search-index.f45d0be4b8c91cb2a3460f4ecfef0199.json data-offline-search-base-href=/ data-offline-search-max-results=10></div><button class="btn btn-link td-sidebar__toggle d-md-none p-0 ms-3 fas fa-bars" type=button data-bs-toggle=collapse data-bs-target=#td-section-nav aria-controls=td-section-nav aria-expanded=false aria-label="Toggle section navigation"></button></form><nav class="td-sidebar-nav collapse foldable-nav" id=td-section-nav><ul class="td-sidebar-nav__section pe-md-3 ul-0"><li class="td-sidebar-nav__section-title td-sidebar-nav__section with-child active-path" id=m-genai-toolboxdev-li><a href=/genai-toolbox/dev/ class="align-left ps-0 td-sidebar-link td-sidebar-link__section tree-root" id=m-genai-toolboxdev><span>Documentation</span></a><ul class=ul-1><li class="td-sidebar-nav__section-title td-sidebar-nav__section with-child" id=m-genai-toolboxdevgetting-started-li><input type=checkbox id=m-genai-toolboxdevgetting-started-check>
+Auto<svg class="bi ms-auto d-none"><use href="#check2"/></svg></button></li></ul></li></ul></div><div class="d-none d-lg-block"><div class="td-search td-search--offline"><div class=td-search__icon></div><input type=search class="td-search__input form-control" placeholder="Search this site…" aria-label="Search this site…" autocomplete=off data-offline-search-index-json-src=/genai-toolbox/dev/offline-search-index.dca939876daf801fa43e1b00f2cf4175.json data-offline-search-base-href=/ data-offline-search-max-results=10></div></div></div></nav></header><div class="container-fluid td-outer"><div class=td-main><div class="row flex-xl-nowrap"><aside class="col-12 col-md-3 col-xl-2 td-sidebar d-print-none"><div id=td-sidebar-menu class=td-sidebar__inner><form class="td-sidebar__search d-flex align-items-center"><div class="td-search td-search--offline"><div class=td-search__icon></div><input type=search class="td-search__input form-control" placeholder="Search this site…" aria-label="Search this site…" autocomplete=off data-offline-search-index-json-src=/genai-toolbox/dev/offline-search-index.dca939876daf801fa43e1b00f2cf4175.json data-offline-search-base-href=/ data-offline-search-max-results=10></div><button class="btn btn-link td-sidebar__toggle d-md-none p-0 ms-3 fas fa-bars" type=button data-bs-toggle=collapse data-bs-target=#td-section-nav aria-controls=td-section-nav aria-expanded=false aria-label="Toggle section navigation"></button></form><nav class="td-sidebar-nav collapse foldable-nav" id=td-section-nav><ul class="td-sidebar-nav__section pe-md-3 ul-0"><li class="td-sidebar-nav__section-title td-sidebar-nav__section with-child active-path" id=m-genai-toolboxdev-li><a href=/genai-toolbox/dev/ class="align-left ps-0 td-sidebar-link td-sidebar-link__section tree-root" id=m-genai-toolboxdev><span>Documentation</span></a><ul class=ul-1><li class="td-sidebar-nav__section-title td-sidebar-nav__section with-child" id=m-genai-toolboxdevgetting-started-li><input type=checkbox id=m-genai-toolboxdevgetting-started-check>
 <label for=m-genai-toolboxdevgetting-started-check><a href=/genai-toolbox/dev/getting-started/ class="align-left ps-0 td-sidebar-link td-sidebar-link__section" id=m-genai-toolboxdevgetting-started><span>Getting Started</span></a></label><ul class="ul-2 foldable"><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-genai-toolboxdevgetting-startedintroduction-li><input type=checkbox id=m-genai-toolboxdevgetting-startedintroduction-check>
 <label for=m-genai-toolboxdevgetting-startedintroduction-check><a href=/genai-toolbox/dev/getting-started/introduction/ class="align-left ps-0 td-sidebar-link td-sidebar-link__section" id=m-genai-toolboxdevgetting-startedintroduction><span>Introduction</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-genai-toolboxdevgetting-startedlocal_quickstart-li><input type=checkbox id=m-genai-toolboxdevgetting-startedlocal_quickstart-check>
 <label for=m-genai-toolboxdevgetting-startedlocal_quickstart-check><a href=/genai-toolbox/dev/getting-started/local_quickstart/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-genai-toolboxdevgetting-startedlocal_quickstart><span>Python Quickstart (Local)</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-genai-toolboxdevgetting-startedlocal_quickstart_js-li><input type=checkbox id=m-genai-toolboxdevgetting-startedlocal_quickstart_js-check>

dev/about/index.html

@@ -6,7 +6,7 @@
 <svg class="bi me-2 opacity-50"><use href="#moon-stars-fill"/></svg>
 Dark<svg class="bi ms-auto d-none"><use href="#check2"/></svg></button></li><li><button type=button class="dropdown-item d-flex align-items-center active" data-bs-theme-value=auto aria-pressed=true>
 <svg class="bi me-2 opacity-50"><use href="#circle-half"/></svg>
-Auto<svg class="bi ms-auto d-none"><use href="#check2"/></svg></button></li></ul></li></ul></div><div class="d-none d-lg-block"><div class="td-search td-search--offline"><div class=td-search__icon></div><input type=search class="td-search__input form-control" placeholder="Search this site…" aria-label="Search this site…" autocomplete=off data-offline-search-index-json-src=/genai-toolbox/dev/offline-search-index.f45d0be4b8c91cb2a3460f4ecfef0199.json data-offline-search-base-href=/ data-offline-search-max-results=10></div></div></div></nav></header><div class="container-fluid td-outer"><div class=td-main><div class="row flex-xl-nowrap"><aside class="col-12 col-md-3 col-xl-2 td-sidebar d-print-none"><div id=td-sidebar-menu class=td-sidebar__inner><form class="td-sidebar__search d-flex align-items-center"><div class="td-search td-search--offline"><div class=td-search__icon></div><input type=search class="td-search__input form-control" placeholder="Search this site…" aria-label="Search this site…" autocomplete=off data-offline-search-index-json-src=/genai-toolbox/dev/offline-search-index.f45d0be4b8c91cb2a3460f4ecfef0199.json data-offline-search-base-href=/ data-offline-search-max-results=10></div><button class="btn btn-link td-sidebar__toggle d-md-none p-0 ms-3 fas fa-bars" type=button data-bs-toggle=collapse data-bs-target=#td-section-nav aria-controls=td-section-nav aria-expanded=false aria-label="Toggle section navigation"></button></form><nav class="td-sidebar-nav collapse foldable-nav" id=td-section-nav><ul class="td-sidebar-nav__section pe-md-3 ul-0"><li class="td-sidebar-nav__section-title td-sidebar-nav__section with-child active-path" id=m-genai-toolboxdev-li><a href=/genai-toolbox/dev/ class="align-left ps-0 td-sidebar-link td-sidebar-link__section tree-root" id=m-genai-toolboxdev><span>Documentation</span></a><ul class=ul-1><li class="td-sidebar-nav__section-title td-sidebar-nav__section with-child" id=m-genai-toolboxdevgetting-started-li><input type=checkbox id=m-genai-toolboxdevgetting-started-check>
+Auto<svg class="bi ms-auto d-none"><use href="#check2"/></svg></button></li></ul></li></ul></div><div class="d-none d-lg-block"><div class="td-search td-search--offline"><div class=td-search__icon></div><input type=search class="td-search__input form-control" placeholder="Search this site…" aria-label="Search this site…" autocomplete=off data-offline-search-index-json-src=/genai-toolbox/dev/offline-search-index.dca939876daf801fa43e1b00f2cf4175.json data-offline-search-base-href=/ data-offline-search-max-results=10></div></div></div></nav></header><div class="container-fluid td-outer"><div class=td-main><div class="row flex-xl-nowrap"><aside class="col-12 col-md-3 col-xl-2 td-sidebar d-print-none"><div id=td-sidebar-menu class=td-sidebar__inner><form class="td-sidebar__search d-flex align-items-center"><div class="td-search td-search--offline"><div class=td-search__icon></div><input type=search class="td-search__input form-control" placeholder="Search this site…" aria-label="Search this site…" autocomplete=off data-offline-search-index-json-src=/genai-toolbox/dev/offline-search-index.dca939876daf801fa43e1b00f2cf4175.json data-offline-search-base-href=/ data-offline-search-max-results=10></div><button class="btn btn-link td-sidebar__toggle d-md-none p-0 ms-3 fas fa-bars" type=button data-bs-toggle=collapse data-bs-target=#td-section-nav aria-controls=td-section-nav aria-expanded=false aria-label="Toggle section navigation"></button></form><nav class="td-sidebar-nav collapse foldable-nav" id=td-section-nav><ul class="td-sidebar-nav__section pe-md-3 ul-0"><li class="td-sidebar-nav__section-title td-sidebar-nav__section with-child active-path" id=m-genai-toolboxdev-li><a href=/genai-toolbox/dev/ class="align-left ps-0 td-sidebar-link td-sidebar-link__section tree-root" id=m-genai-toolboxdev><span>Documentation</span></a><ul class=ul-1><li class="td-sidebar-nav__section-title td-sidebar-nav__section with-child" id=m-genai-toolboxdevgetting-started-li><input type=checkbox id=m-genai-toolboxdevgetting-started-check>
 <label for=m-genai-toolboxdevgetting-started-check><a href=/genai-toolbox/dev/getting-started/ class="align-left ps-0 td-sidebar-link td-sidebar-link__section" id=m-genai-toolboxdevgetting-started><span>Getting Started</span></a></label><ul class="ul-2 foldable"><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-genai-toolboxdevgetting-startedintroduction-li><input type=checkbox id=m-genai-toolboxdevgetting-startedintroduction-check>
 <label for=m-genai-toolboxdevgetting-startedintroduction-check><a href=/genai-toolbox/dev/getting-started/introduction/ class="align-left ps-0 td-sidebar-link td-sidebar-link__section" id=m-genai-toolboxdevgetting-startedintroduction><span>Introduction</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-genai-toolboxdevgetting-startedlocal_quickstart-li><input type=checkbox id=m-genai-toolboxdevgetting-startedlocal_quickstart-check>
 <label for=m-genai-toolboxdevgetting-startedlocal_quickstart-check><a href=/genai-toolbox/dev/getting-started/local_quickstart/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-genai-toolboxdevgetting-startedlocal_quickstart><span>Python Quickstart (Local)</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-genai-toolboxdevgetting-startedlocal_quickstart_js-li><input type=checkbox id=m-genai-toolboxdevgetting-startedlocal_quickstart_js-check>

dev/blogs/index.html

@@ -6,7 +6,7 @@
 <svg class="bi me-2 opacity-50"><use href="#moon-stars-fill"/></svg>
 Dark<svg class="bi ms-auto d-none"><use href="#check2"/></svg></button></li><li><button type=button class="dropdown-item d-flex align-items-center active" data-bs-theme-value=auto aria-pressed=true>
 <svg class="bi me-2 opacity-50"><use href="#circle-half"/></svg>
-Auto<svg class="bi ms-auto d-none"><use href="#check2"/></svg></button></li></ul></li></ul></div><div class="d-none d-lg-block"><div class="td-search td-search--offline"><div class=td-search__icon></div><input type=search class="td-search__input form-control" placeholder="Search this site…" aria-label="Search this site…" autocomplete=off data-offline-search-index-json-src=/genai-toolbox/dev/offline-search-index.f45d0be4b8c91cb2a3460f4ecfef0199.json data-offline-search-base-href=/ data-offline-search-max-results=10></div></div></div></nav></header><div class="container-fluid td-default td-outer"><main role=main class=td-main><html><head><title>Redirecting to Featured Articles</title>
+Auto<svg class="bi ms-auto d-none"><use href="#check2"/></svg></button></li></ul></li></ul></div><div class="d-none d-lg-block"><div class="td-search td-search--offline"><div class=td-search__icon></div><input type=search class="td-search__input form-control" placeholder="Search this site…" aria-label="Search this site…" autocomplete=off data-offline-search-index-json-src=/genai-toolbox/dev/offline-search-index.dca939876daf801fa43e1b00f2cf4175.json data-offline-search-base-href=/ data-offline-search-max-results=10></div></div></div></nav></header><div class="container-fluid td-default td-outer"><main role=main class=td-main><html><head><title>Redirecting to Featured Articles</title>
 <link rel=canonical href=https://medium.com/@mcp_toolbox><meta http-equiv=refresh content="0;url=https://medium.com/@mcp_toolbox"></head><body><p>If you are not automatically redirected, please <a href=https://medium.com/@mcp_toolbox>follow this link to our articles</a>.</p></body></html></main><footer class="td-footer row d-print-none"><div class=container-fluid><div class="row mx-md-2"><div class="td-footer__left col-6 col-sm-4 order-sm-1"></div><div class="td-footer__right col-6 col-sm-4 order-sm-3"></div><div class="td-footer__center col-12 col-sm-4 py-2 order-sm-2"><span class=td-footer__copyright>&copy;
 2026
 <span class=td-footer__authors>Google LLC</span></span><span class=td-footer__all_rights_reserved>All Rights Reserved</span></div></div></div></footer></div><script src=/genai-toolbox/dev/js/main.min.90902a026ed2aee7ed45d85797f4c790b240ba148ac6f8a6f194cb1981ffecf5.js integrity="sha256-kJAqAm7SruftRdhXl/THkLJAuhSKxvim8ZTLGYH/7PU=" crossorigin=anonymous></script><script defer src=/genai-toolbox/dev/js/click-to-copy.min.73478a7d4807698aed7e355eb23f9890ca18fea3158604c8471746d046702bad.js integrity="sha256-c0eKfUgHaYrtfjVesj+YkMoY/qMVhgTIRxdG0EZwK60=" crossorigin=anonymous></script><script src=/genai-toolbox/dev/js/tabpane-persist.js></script></body></html>