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Generative AI

Welcome to the Google Cloud Generative AI repository.

This repository contains notebooks, code samples, sample apps, and other resources that demonstrate how to use, develop and manage generative AI workflows using Generative AI on Google Cloud, powered by Vertex AI and Generative AI App Builder.

For more Vertex AI samples, please visit the Vertex AI samples Github repository.

Using this repository

DescriptionContents

gen-app-builder/		Use this folder if you're interested in using Generative AI App Builder, a Google-managed solution to help you rapidly build chatbots and search engines for websites and across enterprise data.Sample apps, use cases

language/		 Use this folder if you're interested in building your own solutions from scratch using Google's language foundation models (Vertex AI PaLM API). Sample notebooks, apps, use cases

vision/		 Use this folder if you're interested in building your own solutions from scratch using featuers from Imagen on Vertex AI (Vertex AI Imagen API). These are the features that Imagen on Vertex AI offers:
  • Image generation
  • Image editing
  • Visual captioning
  • Visual question answering
Sample notebooks, apps, use cases

speech/		Coming soon!

setup-env/		Instructions on how to set up Google Cloud, the Vertex AI Python SDK, and notebook environments on Google Colab and Vertex AI Workbench.Setup instructions

RESOURCES.md		Learning resources (e.g. blogs, Youtube playlists) about Generative AI on Google CloudResources (e.g. videos, blogposts, learning paths)

Contributing

Contributions welcome! See the Contributing Guide.

Getting help

Please use the issues page to provide suggestions, feedback or submit a bug report.

Disclaimer

This repository itself is not an officially supported Google product. The code in this repository is for demonstrative purposes only.

About

Sample code and notebooks for Generative AI on Google Cloud

cloud.google.com/vertex-ai/docs/generative-ai/learn/overview

Resources

Readme
License

Code of conduct

Code of conduct

Contributing

Contributing

Security policy

Security policy
Activity
Custom properties

Stars

0 stars

Watchers

0 watching

Forks

0 forks
Report repository

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Contributors

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, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Add copy buttons to all 
 blocks\n(function() {\n function addCopyButtons() {\n document.querySelectorAll('pre code').forEach(function(codeBlock) {\n if (codeBlock.parentElement.hasAttribute('data-copy-added')) return;\n codeBlock.parentElement.setAttribute('data-copy-added', 'true');\n \n var btn = document.createElement('button');\n btn.textContent = 'Copy';\n btn.style.cssText = 'position:absolute;top:4px;right:4px;padding:2px 8px;font-size:11px;background:#4ecdc4;border:none;border-radius:4px;color:#1a1a2e;cursor:pointer;opacity:0.7;transition:opacity 0.2s;';\n btn.onmouseover = function() { this.style.opacity = '1'; };\n btn.onmouseout = function() { this.style.opacity = '0.7'; };\n btn.onclick = function() {\n navigator.clipboard.writeText(codeBlock.textContent).then(function() {\n btn.textContent = 'Copied!';\n setTimeout(function() { btn.textContent = 'Copy'; }, 1500);\n });\n };\n codeBlock.parentElement.style.position = 'relative';\n codeBlock.parentElement.appendChild(btn);\n });\n }\n \n addCopyButtons();\n \n // Re-run on dynamic content\n var observer = new MutationObserver(addCopyButtons);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Add Copy Buttons to Code Blocks");
}
} catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); }
})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '

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Generative AI
Welcome to the Google Cloud Generative AI repository.
This repository contains notebooks, code samples, sample apps, and other resources that demonstrate how to use, develop and manage generative AI workflows using Generative AI on Google Cloud, powered by Vertex AI and Generative AI App Builder.
For more Vertex AI samples, please visit the Vertex AI samples Github repository.
Using this repository
DescriptionContents

gen-app-builder/		Use this folder if you're interested in using Generative AI App Builder, a Google-managed solution to help you rapidly build chatbots and search engines for websites and across enterprise data.Sample apps, use cases

language/		
Use this folder if you're interested in building your own solutions from scratch using Google's language foundation models (Vertex AI PaLM API).
Sample notebooks, apps, use cases

vision/		
Use this folder if you're interested in building your own solutions from scratch using featuers from Imagen on Vertex AI (Vertex AI Imagen API).
These are the features that Imagen on Vertex AI offers:

  • Image generation
  • Image editing
  • Visual captioning
  • Visual question answering
Sample notebooks, apps, use cases

speech/		Coming soon!

setup-env/		Instructions on how to set up Google Cloud, the Vertex AI Python SDK, and notebook environments on Google Colab and Vertex AI Workbench.Setup instructions

RESOURCES.md		Learning resources (e.g. blogs, Youtube playlists) about Generative AI on Google CloudResources (e.g. videos, blogposts, learning paths)
Contributing
Contributions welcome! See the Contributing Guide.
Getting help
Please use the issues page to provide suggestions, feedback or submit a bug report.
Disclaimer
This repository itself is not an officially supported Google product. The code in this repository is for demonstrative purposes only.
About
Sample code and notebooks for Generative AI on Google Cloud
cloud.google.com/vertex-ai/docs/generative-ai/learn/overview
Resources
Readme
License
Code of conduct
Code of conduct
Contributing
Contributing
Security policy
Security policy
Activity
Custom properties
Stars
0 stars
Watchers
0 watching
Forks
0 forks
Report repository
Releases
Packages
Contributors
Languages

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Force GitHub README to respect dark mode\n(function() {\n var style = document.createElement('style');\n style.textContent = '\n .markdown-body {\n color-scheme: dark light;\n }\n .markdown-body pre { background: #161b22 !important; }\n .markdown-body code { background: rgba(110, 118, 129, 0.4) !important; }\n .markdown-body table th, .markdown-body table td { border-color: #30363d !important; }\n .markdown-body img { background: #0d1117; }\n .markdown-body blockquote { border-left-color: #8b949e; }\n .markdown-body hr { border-color: #30363d; }\n ';\n document.head.appendChild(style);\n})();", "GitHub Dark Mode README Fix");
}
} catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
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Generative AI
Welcome to the Google Cloud Generative AI repository.
This repository contains notebooks, code samples, sample apps, and other resources that demonstrate how to use, develop and manage generative AI workflows using Generative AI on Google Cloud, powered by Vertex AI and Generative AI App Builder.
For more Vertex AI samples, please visit the Vertex AI samples Github repository.
Using this repository
DescriptionContents

gen-app-builder/		Use this folder if you're interested in using Generative AI App Builder, a Google-managed solution to help you rapidly build chatbots and search engines for websites and across enterprise data.Sample apps, use cases

language/		
Use this folder if you're interested in building your own solutions from scratch using Google's language foundation models (Vertex AI PaLM API).
Sample notebooks, apps, use cases

vision/		
Use this folder if you're interested in building your own solutions from scratch using featuers from Imagen on Vertex AI (Vertex AI Imagen API).
These are the features that Imagen on Vertex AI offers:

  • Image generation
  • Image editing
  • Visual captioning
  • Visual question answering
Sample notebooks, apps, use cases

speech/		Coming soon!

setup-env/		Instructions on how to set up Google Cloud, the Vertex AI Python SDK, and notebook environments on Google Colab and Vertex AI Workbench.Setup instructions

RESOURCES.md		Learning resources (e.g. blogs, Youtube playlists) about Generative AI on Google CloudResources (e.g. videos, blogposts, learning paths)
Contributing
Contributions welcome! See the Contributing Guide.
Getting help
Please use the issues page to provide suggestions, feedback or submit a bug report.
Disclaimer
This repository itself is not an officially supported Google product. The code in this repository is for demonstrative purposes only.
About
Sample code and notebooks for Generative AI on Google Cloud
cloud.google.com/vertex-ai/docs/generative-ai/learn/overview
Resources
Readme
License
Code of conduct
Code of conduct
Contributing
Contributing
Security policy
Security policy
Activity
Custom properties
Stars
0 stars
Watchers
0 watching
Forks
0 forks
Report repository
Releases
Packages
Contributors
Languages

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Highlight search terms from Google/DuckDuckGo/Bing referrer\n(function() {\n var ref = document.referrer;\n var terms = [];\n \n if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {\n var url = new URL(ref);\n var q = url.searchParams.get('q') || url.searchParams.get('p');\n if (q) {\n terms = q.split(/\\s+/).filter(function(t) { return t.length > 2; });\n }\n }\n \n if (terms.length === 0) return;\n \n var style = document.createElement('style');\n style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }';\n document.head.appendChild(style);\n \n function highlight(node) {\n if (node.nodeType === 3) { // text node\n var text = node.textContent;\n var found = false;\n terms.forEach(function(term) {\n var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\\]\\\\]/g, '\\\\') + ')', 'gi');\n if (regex.test(text)) {\n found = true;\n var frag = document.createDocumentFragment();\n var parts = text.split(regex);\n parts.forEach(function(part, i) {\n if (i % 2 === 0) {\n frag.appendChild(document.createTextNode(part));\n } else {\n var span = document.createElement('span');\n span.className = 'userscript-highlight';\n span.textContent = part;\n frag.appendChild(span);\n }\n });\n node.parentNode.replaceChild(frag, node);\n }\n });\n } else if (node.nodeType === 1 && node.childNodes) { // element\n var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT'];\n if (!skipTags.includes(node.tagName)) {\n Array.from(node.childNodes).forEach(highlight);\n }\n }\n }\n \n highlight(document.body);\n \n // Re-highlight on dynamic content\n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1 || node.nodeType === 3) highlight(node);\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Highlight Search Terms");
}
} catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
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Generative AI
Welcome to the Google Cloud Generative AI repository.
This repository contains notebooks, code samples, sample apps, and other resources that demonstrate how to use, develop and manage generative AI workflows using Generative AI on Google Cloud, powered by Vertex AI and Generative AI App Builder.
For more Vertex AI samples, please visit the Vertex AI samples Github repository.
Using this repository
DescriptionContents

gen-app-builder/		Use this folder if you're interested in using Generative AI App Builder, a Google-managed solution to help you rapidly build chatbots and search engines for websites and across enterprise data.Sample apps, use cases

language/		
Use this folder if you're interested in building your own solutions from scratch using Google's language foundation models (Vertex AI PaLM API).
Sample notebooks, apps, use cases

vision/		
Use this folder if you're interested in building your own solutions from scratch using featuers from Imagen on Vertex AI (Vertex AI Imagen API).
These are the features that Imagen on Vertex AI offers:

  • Image generation
  • Image editing
  • Visual captioning
  • Visual question answering
Sample notebooks, apps, use cases

speech/		Coming soon!

setup-env/		Instructions on how to set up Google Cloud, the Vertex AI Python SDK, and notebook environments on Google Colab and Vertex AI Workbench.Setup instructions

RESOURCES.md		Learning resources (e.g. blogs, Youtube playlists) about Generative AI on Google CloudResources (e.g. videos, blogposts, learning paths)
Contributing
Contributions welcome! See the Contributing Guide.
Getting help
Please use the issues page to provide suggestions, feedback or submit a bug report.
Disclaimer
This repository itself is not an officially supported Google product. The code in this repository is for demonstrative purposes only.
About
Sample code and notebooks for Generative AI on Google Cloud
cloud.google.com/vertex-ai/docs/generative-ai/learn/overview
Resources
Readme
License
Code of conduct
Code of conduct
Contributing
Contributing
Security policy
Security policy
Activity
Custom properties
Stars
0 stars
Watchers
0 watching
Forks
0 forks
Report repository
Releases
Packages
Contributors
Languages

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Strip utm_, fbclid, gclid, etc. from all links on page\n(function() {\n var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',\n 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',\n 'ref', 'ref_src', 'source', 'medium', 'campaign'];\n \n function cleanUrl(url) {\n try {\n var u = new URL(url, window.location.origin);\n var changed = false;\n trackingParams.forEach(function(p) {\n if (u.searchParams.has(p)) {\n u.searchParams.delete(p);\n changed = true;\n }\n });\n return changed ? u.toString() : url;\n } catch (e) {\n return url;\n }\n }\n \n function cleanLinks() {\n document.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n \n cleanLinks();\n \n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1) {\n if (node.tagName === 'A') cleanLinks();\n node.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Remove Tracking Parameters from Links");
}
} catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); }
})();
(function(){
try {
var __m = "youtube.com";
var __re = new RegExp('^' + "youtube\\.com" + '

Skip to content
BranchesTags
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Generative AI
Welcome to the Google Cloud Generative AI repository.
This repository contains notebooks, code samples, sample apps, and other resources that demonstrate how to use, develop and manage generative AI workflows using Generative AI on Google Cloud, powered by Vertex AI and Generative AI App Builder.
For more Vertex AI samples, please visit the Vertex AI samples Github repository.
Using this repository
DescriptionContents

gen-app-builder/		Use this folder if you're interested in using Generative AI App Builder, a Google-managed solution to help you rapidly build chatbots and search engines for websites and across enterprise data.Sample apps, use cases

language/		
Use this folder if you're interested in building your own solutions from scratch using Google's language foundation models (Vertex AI PaLM API).
Sample notebooks, apps, use cases

vision/		
Use this folder if you're interested in building your own solutions from scratch using featuers from Imagen on Vertex AI (Vertex AI Imagen API).
These are the features that Imagen on Vertex AI offers:

  • Image generation
  • Image editing
  • Visual captioning
  • Visual question answering
Sample notebooks, apps, use cases

speech/		Coming soon!

setup-env/		Instructions on how to set up Google Cloud, the Vertex AI Python SDK, and notebook environments on Google Colab and Vertex AI Workbench.Setup instructions

RESOURCES.md		Learning resources (e.g. blogs, Youtube playlists) about Generative AI on Google CloudResources (e.g. videos, blogposts, learning paths)
Contributing
Contributions welcome! See the Contributing Guide.
Getting help
Please use the issues page to provide suggestions, feedback or submit a bug report.
Disclaimer
This repository itself is not an officially supported Google product. The code in this repository is for demonstrative purposes only.
About
Sample code and notebooks for Generative AI on Google Cloud
cloud.google.com/vertex-ai/docs/generative-ai/learn/overview
Resources
Readme
License
Code of conduct
Code of conduct
Contributing
Contributing
Security policy
Security policy
Activity
Custom properties
Stars
0 stars
Watchers
0 watching
Forks
0 forks
Report repository
Releases
Packages
Contributors
Languages

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Auto-enable theater mode on YouTube\n(function() {\n function tryTheater() {\n var btn = document.querySelector('button[aria-label=\"Theater mode\"], ytd-player #player button[title=\"Theater mode\"]');\n if (btn && !btn.classList.contains('activated')) {\n btn.click();\n }\n }\n \n // Try immediately\n tryTheater();\n \n // Try after navigation (SPA)\n var lastUrl = location.href;\n setInterval(function() {\n if (location.href !== lastUrl) {\n lastUrl = location.href;\n setTimeout(tryTheater, 500);\n }\n }, 1000);\n \n // Also try on player load\n var observer = new MutationObserver(tryTheater);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "YouTube Theater Mode Default");
}
} catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
BranchesTags
Repository files navigation
Generative AI
Welcome to the Google Cloud Generative AI repository.
This repository contains notebooks, code samples, sample apps, and other resources that demonstrate how to use, develop and manage generative AI workflows using Generative AI on Google Cloud, powered by Vertex AI and Generative AI App Builder.
For more Vertex AI samples, please visit the Vertex AI samples Github repository.
Using this repository
DescriptionContents

gen-app-builder/		Use this folder if you're interested in using Generative AI App Builder, a Google-managed solution to help you rapidly build chatbots and search engines for websites and across enterprise data.Sample apps, use cases

language/		
Use this folder if you're interested in building your own solutions from scratch using Google's language foundation models (Vertex AI PaLM API).
Sample notebooks, apps, use cases

vision/		
Use this folder if you're interested in building your own solutions from scratch using featuers from Imagen on Vertex AI (Vertex AI Imagen API).
These are the features that Imagen on Vertex AI offers:

  • Image generation
  • Image editing
  • Visual captioning
  • Visual question answering
Sample notebooks, apps, use cases

speech/		Coming soon!

setup-env/		Instructions on how to set up Google Cloud, the Vertex AI Python SDK, and notebook environments on Google Colab and Vertex AI Workbench.Setup instructions

RESOURCES.md		Learning resources (e.g. blogs, Youtube playlists) about Generative AI on Google CloudResources (e.g. videos, blogposts, learning paths)
Contributing
Contributions welcome! See the Contributing Guide.
Getting help
Please use the issues page to provide suggestions, feedback or submit a bug report.
Disclaimer
This repository itself is not an officially supported Google product. The code in this repository is for demonstrative purposes only.
About
Sample code and notebooks for Generative AI on Google Cloud
cloud.google.com/vertex-ai/docs/generative-ai/learn/overview
Resources
Readme
License
Code of conduct
Code of conduct
Contributing
Contributing
Security policy
Security policy
Activity
Custom properties
Stars
0 stars
Watchers
0 watching
Forks
0 forks
Report repository
Releases
Packages
Contributors
Languages

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Remove or un-stick sticky/fixed headers that block content\n(function() {\n function unstick() {\n document.querySelectorAll('header, nav, [role=\"banner\"], .header, .navbar, .sticky, .fixed-top, [style*=\"position: fixed\"], [style*=\"position:sticky\"]').forEach(function(el) {\n if (el.style.position === 'fixed' || el.style.position === 'sticky' || \n getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {\n el.style.position = 'static';\n el.style.top = 'auto';\n el.style.zIndex = 'auto';\n }\n });\n }\n \n unstick();\n \n var observer = new MutationObserver(unstick);\n observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });\n})();", "Kill Sticky Headers");
}
} catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
BranchesTags
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Generative AI
Welcome to the Google Cloud Generative AI repository.
This repository contains notebooks, code samples, sample apps, and other resources that demonstrate how to use, develop and manage generative AI workflows using Generative AI on Google Cloud, powered by Vertex AI and Generative AI App Builder.
For more Vertex AI samples, please visit the Vertex AI samples Github repository.
Using this repository
DescriptionContents

gen-app-builder/		Use this folder if you're interested in using Generative AI App Builder, a Google-managed solution to help you rapidly build chatbots and search engines for websites and across enterprise data.Sample apps, use cases

language/		
Use this folder if you're interested in building your own solutions from scratch using Google's language foundation models (Vertex AI PaLM API).
Sample notebooks, apps, use cases

vision/		
Use this folder if you're interested in building your own solutions from scratch using featuers from Imagen on Vertex AI (Vertex AI Imagen API).
These are the features that Imagen on Vertex AI offers:

  • Image generation
  • Image editing
  • Visual captioning
  • Visual question answering
Sample notebooks, apps, use cases

speech/		Coming soon!

setup-env/		Instructions on how to set up Google Cloud, the Vertex AI Python SDK, and notebook environments on Google Colab and Vertex AI Workbench.Setup instructions

RESOURCES.md		Learning resources (e.g. blogs, Youtube playlists) about Generative AI on Google CloudResources (e.g. videos, blogposts, learning paths)
Contributing
Contributions welcome! See the Contributing Guide.
Getting help
Please use the issues page to provide suggestions, feedback or submit a bug report.
Disclaimer
This repository itself is not an officially supported Google product. The code in this repository is for demonstrative purposes only.
About
Sample code and notebooks for Generative AI on Google Cloud
cloud.google.com/vertex-ai/docs/generative-ai/learn/overview
Resources
Readme
License
Code of conduct
Code of conduct
Contributing
Contributing
Security policy
Security policy
Activity
Custom properties
Stars
0 stars
Watchers
0 watching
Forks
0 forks
Report repository
Releases
Packages
Contributors
Languages

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Universal Dark Mode - works on any site\n(function() {\n var enabled = true;\n \n function applyDarkMode() {\n if (!enabled) return;\n \n // Create style element if it doesn't exist\n var style = document.getElementById('universal-dark-mode-style');\n if (!style) {\n style = document.createElement('style');\n style.id = 'universal-dark-mode-style';\n document.head.appendChild(style);\n }\n \n // Dark mode CSS - inverts colors but preserves images/video\n style.textContent = '\n /* Invert everything except media */\n html {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #1a1a2e !important;\n }\n \n /* Restore images, videos, iframes, canvas */\n img, video, iframe, canvas, svg, picture, [style*=\"background-image\"] {\n filter: invert(1) hue-rotate(180deg) !important;\n }\n \n /* Preserve specific elements that should not be inverted */\n .no-dark-mode, .no-dark-mode *,\n [data-theme=\"light\"], [data-theme=\"light\"],\n .ace_editor, .ace_editor *,\n .CodeMirror, .CodeMirror *,\n .monaco-editor, .monaco-editor *,\n .markdown-body pre, .markdown-body pre *,\n .highlight, .highlight *,\n pre code, pre code * {\n filter: none !important;\n }\n \n /* Fix common UI elements */\n .modal, .popup, .dropdown-menu, .tooltip, .popover {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #2d2d44 !important;\n border-color: #444 !important;\n }\n \n /* Scrollbars */\n ::-webkit-scrollbar { background: #1a1a2e !important; }\n ::-webkit-scrollbar-thumb { background: #444 !important; }\n ::-webkit-scrollbar-thumb:hover { background: #555 !important; }\n \n /* Selection */\n ::selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ';\n }\n \n function removeDarkMode() {\n var style = document.getElementById('universal-dark-mode-style');\n if (style) style.remove();\n }\n \n // Toggle with Alt+Shift+D\n document.addEventListener('keydown', function(e) {\n if (e.altKey && e.shiftKey && e.key === 'D') {\n e.preventDefault();\n enabled = !enabled;\n if (enabled) {\n applyDarkMode();\n console.log('[Universal Dark Mode] Enabled');\n } else {\n removeDarkMode();\n console.log('[Universal Dark Mode] Disabled');\n }\n }\n });\n \n // Apply on load\n applyDarkMode();\n \n // Re-apply on dynamic content\n var observer = new MutationObserver(function(mutations) {\n if (enabled && !document.getElementById('universal-dark-mode-style')) {\n applyDarkMode();\n }\n });\n observer.observe(document.head, { childList: true });\n \n console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');\n})();", "Universal Dark Mode");
}
} catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); }
})();
})();

Skip to content
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Generative AI
Welcome to the Google Cloud Generative AI repository.
This repository contains notebooks, code samples, sample apps, and other resources that demonstrate how to use, develop and manage generative AI workflows using Generative AI on Google Cloud, powered by Vertex AI and Generative AI App Builder.
For more Vertex AI samples, please visit the Vertex AI samples Github repository.
Using this repository
DescriptionContents

gen-app-builder/		Use this folder if you're interested in using Generative AI App Builder, a Google-managed solution to help you rapidly build chatbots and search engines for websites and across enterprise data.Sample apps, use cases

language/		
Use this folder if you're interested in building your own solutions from scratch using Google's language foundation models (Vertex AI PaLM API).
Sample notebooks, apps, use cases

vision/		
Use this folder if you're interested in building your own solutions from scratch using featuers from Imagen on Vertex AI (Vertex AI Imagen API).
These are the features that Imagen on Vertex AI offers:

  • Image generation
  • Image editing
  • Visual captioning
  • Visual question answering
Sample notebooks, apps, use cases

speech/		Coming soon!

setup-env/		Instructions on how to set up Google Cloud, the Vertex AI Python SDK, and notebook environments on Google Colab and Vertex AI Workbench.Setup instructions

RESOURCES.md		Learning resources (e.g. blogs, Youtube playlists) about Generative AI on Google CloudResources (e.g. videos, blogposts, learning paths)
Contributing
Contributions welcome! See the Contributing Guide.
Getting help
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Sample code and notebooks for Generative AI on Google Cloud
cloud.google.com/vertex-ai/docs/generative-ai/learn/overview
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