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https://github.com/rominirani/awesome-gemini-for-google-cloud

A curated list of resources about all things Gemini in Google Cloud.
https://github.com/rominirani/awesome-gemini-for-google-cloud

List: awesome-gemini-for-google-cloud

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A curated list of resources about all things Gemini in Google Cloud.

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# Awesome [Gemini for Google Cloud](https://cloud.google.com/products/gemini)



> A curated list of resources about all things [Gemini for Google Cloud](https://cloud.google.com/products/gemini). Feel free to send Pull Requests!



> Gemini for Google Cloud was formerly known as Duet AI. At Google Cloud NEXT 2024, Duet AI got rebranded to Gemini. You will find links to articles/video prior to this date as still refering to Duet AI in the resources below. 



*Inspired by the [awesome](https://github.com/sindresorhus/awesome) list project and [awesome Cloud Run](https://github.com/steren/awesome-cloud-run) list project.*



*Legend*: 📙: doc, 📰: article, 📦: sample, 🎬: video, 🖼️: slides, ✏️: interactive tutorial, :headphones: : audio, 🛠️: tool



## Product pages



* 📙 [Home - Gemini for Google Cloud](https://cloud.google.com/products/gemini)

* 📙 [Gemini Code Assist](https://cloud.google.com/products/gemini/code-assist)

* 📙 [Gemini Cloud Assist](https://cloud.google.com/products/gemini/cloud-assist)

* 📙 [Gemini in Security Command Center](https://cloud.google.com/gemini/docs/security-command-center/overview)

* 📙 [Gemini in Databases](https://cloud.google.com/products/gemini/databases)

* 📙 [Gemini in Looker](https://cloud.google.com/gemini/docs/looker/overview)

* 📙 [Gemini in Colab Enterprise](https://cloud.google.com/gemini/docs/colab/overview)

* 📙 [Gemini in BigQuery](https://cloud.google.com/gemini/docs/bigquery/overview)



## Setup Gemini for a Project

* 📙 [Try Gemini in Cloud Console](https://cloud.google.com/gemini/docs/quickstart)

* 📙 [Set up Gemini Code Assist for a project](https://cloud.google.com/gemini/docs/discover/set-up-gemini)

* 📙 [Set up Gemini in BigQuery](https://cloud.google.com/gemini/docs/bigquery/set-up-gemini)

* 📙 [Set up Gemini in Databases](https://cloud.google.com/gemini/docs/databases/set-up-gemini)

* 📙 [Gemini - Add/Edit Subscriptions](https://cloud.google.com/gemini/docs/admin)

* 📙 [Troubleshoot Setup Issues](https://cloud.google.com/gemini/docs/support/troubleshoot-setup)



## Features

* 📙 Gemini Code Assist

  * 📙 [Code Faster with AI Assistance](https://cloud.google.com/products/gemini/code-assist?e=48754805&hl=en#code-faster-with-ai-assistance)

  * 📙 [Automate developer inner loop tasks](https://cloud.google.com/products/gemini/code-assist?e=48754805&hl=en#automate-developer-inner-loop-tasks)

  * 📙 [Uplevel coding and technical skills](https://cloud.google.com/products/gemini/code-assist?e=48754805&hl=en#uplevel-coding-and-technical-skills)

  * 📙 [Build APIs and automations without special expertise](https://cloud.google.com/products/gemini/code-assist?e=48754805&hl=en#build-apis-and-automations-without-special-expertise)

* 📙 Gemini Cloud Assist

  * [Goal-driven design](https://cloud.google.com/products/gemini/cloud-assist?e=48754805&hl=en#goal-driven-design)

  * [Guided operations and troubleshooting](https://cloud.google.com/products/gemini/cloud-assist?e=48754805&hl=en#guided-operations-and-troubleshooting)

  * [Tailored optimizations](https://cloud.google.com/products/gemini/cloud-assist?e=48754805&hl=en#tailored-optimizations)



## Gemini for Google Cloud Use cases and Quickstarts

* ✏️ [Try Gemini in Cloud Console](https://cloud.google.com/gemini/docs/quickstart)

* ✏️ [Analyze data](https://cloud.google.com/gemini/docs/use-cases/analyze-data-gemini)

* ✏️ [Develop a Python App](https://cloud.google.com/gemini/docs/use-cases/python-developer-gemini)

* ✏️ [Create a private build](https://cloud.google.com/gemini/docs/use-cases/dev-ops-eng-gemini)

* ✏️ [Develop a Node.js app](https://cloud.google.com/gemini/docs/use-cases/js-developer-gemini)

* ✏️ [Architect a multi-tier app](https://cloud.google.com/gemini/docs/use-cases/cloud-architect-gemini)

* ✏️ [Create and modify a VPC network](https://cloud.google.com/gemini/docs/use-cases/network-engineer-gemini)

* ✏️ [Create and modify a GKE cluster with Gemini for Google Cloud assistance](https://cloud.google.com/gemini/docs/use-cases/infrastructure-admin-gemini)

* ✏️ [Write code in a Colab Enterprise notebook with Gemini assistance](https://cloud.google.com/colab/docs/use-code-completion) 

* ✏️ **Preview** [BigQuery - Write queries with Gemini assistance](https://cloud.google.com/bigquery/docs/write-sql-gemini)

* ✏️ **Preview** [Cloud Spanner - Write SQL with Gemini assistance](https://cloud.google.com/spanner/docs/write-sql-gemini)



## Release Notes

* 📙 [Release Notes](https://cloud.google.com/gemini/docs/release-notes)



## Gemini - Data Governance/Certifications/Citations

* 📙 [How Gemini works](https://cloud.google.com/gemini/docs/discover/works)

* 📙 [How Gemini for Google Cloud uses your data](https://cloud.google.com/gemini/docs/discover/data-governance)

* 📙 [Gemini for Google Cloud and responsible AI](https://cloud.google.com/gemini/docs/discover/responsible-ai)

* 📙 [Certifications for Gemini for Google Cloud](https://cloud.google.com/gemini/docs/discover/certifications)



## Gemini - Programming Languages/Tooling support, Quotas/Limits, Locations and more

* 📙 [Gemini Code Assist - Supported coding languages and interfaces](https://cloud.google.com/gemini/docs/codeassist/supported-languages)

* 📙 [Quotas and limits | Gemini for Google Cloud](https://cloud.google.com/gemini/docs/quotas)

* 📙 [Locations | Gemini for Google Cloud](https://cloud.google.com/gemini/docs/locations)

* 📙 [Provide Gemini in Google Cloud Feedback](https://cloud.google.com/gemini/docs/support/feedback)



## Gemini - Prompt Techniques

* 📙 [Write Better Prompts](https://cloud.google.com/gemini/docs/discover/write-prompts)



## Pricing

* 📙 [Pricing](https://cloud.google.com/products/gemini/pricing)

  

## Codelabs

* 📦+✏️ [Build gen AI features powered by your data with Firebase Genkit](https://firebase.google.com/codelabs/ai-genkit-rag?hl=en#0)

* 📦+✏️ [Build AI-powered web apps with Firebase Extensions for the Gemini API](https://firebase.google.com/codelabs/gemini-api-extensions-web?hl=en#0)

* 📦+✏️ [Build a Q&A App with Multi-Modal RAG using Gemini Pro](https://codelabs.developers.google.com/multimodal-rag-gemini?hl=en#0)

* 📦+✏️ [How to Interact with APIs Using Function Calling in Gemini](https://codelabs.developers.google.com/codelabs/gemini-function-calling?hl=en#0)

* 📦+✏️ [Gemini in Java with Vertex AI and LangChain4j](https://codelabs.developers.google.com/codelabs/gemini-java-developers?hl=en#0)

* 📦+✏️ [Draw a Website:Transform your imagination into a website using Gemini models!](https://codelabs.developers.google.com/draw-a-website-gemini?hl=en#0)

* 📦+✏️ [Deterministic generative AI with Gemini function calling in Java](https://codelabs.developers.google.com/gemini-function-calling-java?hl=en#0)

* 📦+✏️ [Build a Patent Search App with Spanner, Vector Search & Gemini 1.0 Pro!](https://codelabs.developers.google.com/patent-search-spanner-gemini?hl=en#0)

* 📦+✏️ [In-Place LLM Insights:BigQuery & Gemini for Structured & Unstructured Data Analytics](https://codelabs.developers.google.com/inplace-llm-bq-gemini?hl=en#0)

* 📦+✏️ [Automate Google Workspace tasks with the Gemini API](https://codelabs.developers.google.com/codelabs/gemini-workspace?hl=en#10)

* 📦+✏️ [Troubleshoot with Gemini CodeLab](https://codelabs.developers.google.com/codelabs/troubleshooting-with-gemini?hl=en#0)

* 📦+✏️ [Master Data Management Simplified:Match & Merge with Generative AI!](https://codelabs.developers.google.com/mdm-with-gemini?hl=en#0)

* 📦+✏️ [Writing Synthetic Monitoring Tests for your services using Gemini](https://codelabs.developers.google.com/codelabs/gemini-synthetic-monitoring?hl=en#0)

* 📦+✏️ [Supercharge your development workflow with Gemini Code Assist](https://codelabs.developers.google.com/codelabs/cloud-code-assist-sdlc?hl=en#0)

* 📦+✏️ [Using Gemini Code Assist to explore and enhance AI Summarization Jump Start Solution](https://codelabs.developers.google.com/codelabs/gemini-code-assist-developer-aisummarization-jss?hl=en#0)

* 📦+✏️ [A Tour of Gemini Code Assist (formerly Duet AI) for Developers](https://codelabs.developers.google.com/codelabs/cloud-developer-duetai?hl=en)

* 📦+✏️ [How to use Duet AI to explore and enhance an existing application](https://codelabs.developers.google.com/codelabs/duet-ai-workshop?hl=en)

* 📦+✏️ [Using Duet AI Throughout the Software Development Lifecycle](https://codelabs.developers.google.com/codelabs/duet-throughout-the-sdlc?hl=en)

* 📦+✏️ [Getting Stylish with Duet AI for Developers](https://codelabs.developers.google.com/codelabs/stylish-with-duet?hl=en)

* 📦+✏️ [Duet AI Technical Hands On Workshop Guide for Developers Codelab](https://codelabs.developers.google.com/codelabs/duet-ai-technical-hands-on-workshop-guide?hl=en)

* 📦+✏️ [Bookshelf builder: Use Gemini to build a Java Cloud Function for a Gemini application](https://codelabs.developers.google.com/bookshelf-duetai-bigquery?hl=en)

* 📦+✏️ [Bookshelf Analytics: Use Gemini to build SQL applications with BigQuery and Generative AI](https://codelabs.developers.google.com/bookshelf-duetai-bq-sql?hl=en)

* 📦+✏️ [Codelab: Build a Chrome Extension in JavaScript using DuetAI](https://codelabs.developers.google.com/create-chrome-extension-duetai?hl=en)

* 📦+✏️ [Codelab: Duet AI to accelerate test driven development](https://codelabs.developers.google.com/tdd-ruby-app-duetai?hl=en)

* 📦+✏️ [Bookshelf Analytics: Use Gemini to build a Java Cloud Run Application that takes BigQuery data to the web](https://codelabs.developers.google.com/bookshelf-duetai-web-cloudrun?hl=en)



## Courses 

* 📦+✏️ [Gemini for Google Cloud - Learning Path](https://www.cloudskillsboost.google/paths/236): The Gemini for Google Cloud learning path provides examples of how Gemini can help make engineers of all types more efficient in their daily activities.

  - [Gemini for Application Developers](https://www.cloudskillsboost.google/paths/236/course_sessions/7024601/labs/448290)

  - [Gemini for Cloud Architects](https://www.cloudskillsboost.google/paths/236/course_templates/878)

  - [Gemini for Data Scientists and Analysts](https://www.cloudskillsboost.google/paths/236/course_templates/879)

  - [Gemini for Network Engineers](https://www.cloudskillsboost.google/paths/236/course_templates/884)

  - [Gemini for Security Engineers](https://www.cloudskillsboost.google/paths/236/course_templates/886)

  - [Gemini for DevOps Engineers](https://www.cloudskillsboost.google/paths/236/course_templates/882)

  - [Gemini for end-to-end SDLC](https://www.cloudskillsboost.google/paths/236/course_sessions/11762414/labs/448528)

  - [Develop Gen AI Apps with Gemini and Streamlit](https://www.cloudskillsboost.google/paths/236/course_templates/978)

* 📦+✏️ [Gemini courses on LinkedIn Learning](https://www.linkedin.com/learning/search?keywords=gemini)

* 📦+✏️ [Gemini API by Google - Udacity](https://www.udacity.com/enrollment/cd13416)



## Repositories

* 📦+✏️ [Gemini Code Assist Tour](https://github.com/meteatamel/gemini-code-assist-tour/tree/main)



## Blogs/Videos (Google Channels)(Updated from announcements at Google Cloud NEXT '24 only)

* 📰 [Powering Google Cloud with Gemini](https://cloud.google.com/blog/products/ai-machine-learning/gemini-for-google-cloud-is-here?e=48754805)

* 📰 [Ushering in a new era for app developers](https://cloud.google.com/blog/products/application-development/gen-ai-and-app-development-tools-and-partnerships?e=48754805)

* 📰 [Using Gemini Code Assist to build APIs, integrations, and automation flows](https://cloud.google.com/blog/products/api-management/gemini-code-assist-for-apigee-api-management?e=48754805)

* 📰 [Google Cloud offers new AI, cybersecurity, and data analytics training to unlock job opportunities](https://cloud.google.com/blog/topics/training-certifications/new-introductory-courses-in-gen-ai-data-analytics-cybersecurity?e=48754805)

* 📰 [Accelerating database modernization with Gemini in Database Migration Service](https://cloud.google.com/blog/products/databases/gemini-helps-migrate-oracle-to-postgresql-on-google-cloud?e=48754805)

* 📰 [Gemini in Databases — supercharge database development and management](https://cloud.google.com/blog/products/databases/a-deep-dive-into-gemini-in-databases?e=48754805)

* 📰 [Introducing Gemini in Looker to bring intelligent AI-powered BI to everyone](https://cloud.google.com/blog/products/data-analytics/introducing-gemini-in-looker-at-next24?e=48754805)

* 📰 [Make Google part of your security team anywhere you operate, with defenses supercharged by AI](https://cloud.google.com/blog/products/identity-security/make-google-part-of-your-security-team-supercharged-by-ai-next24?e=48754805)

* 📰 [How Gemini in BigQuery accelerates data and analytics workflows with AI](https://cloud.google.com/blog/products/data-analytics/introducing-gemini-in-bigquery-at-next24?e=48754805)

* 📰 [Ten new generative AI trainings to upskill in 2024 with Duet AI](https://cloud.google.com/blog/topics/training-certifications/ten-new-generative-ai-trainings-to-upskill-in-2024-with-duet-ai)

* 🎬 [Developer Keynote](https://www.youtube.com/watch?v=KMH5OcW5UYw)

* 🎬 [Supercharge app development and developer productivity with generative AI](https://www.youtube.com/watch?v=WJlncpiz-90)

* 🎬 [Get developer assistance customized to your organization code with Gemini](https://www.youtube.com/watch?v=ynFU9cWVo20)

* 🎬 [Supercharge your development workflow with Gemini Code Assist](https://www.youtube.com/watch?v=Hjm1iVtCV1g)

* 🎬 [Accelerate software delivery with Gemini and Code Transformations](https://www.youtube.com/watch?v=oTaerIGxt68)

* 🎬 [Secure your generative AI developer workflow with Snyk and Google Cloud](https://www.youtube.com/watch?v=oN4fp4PY7BQ)

* 🎬 [How to leave the office two hours early with Gemini in the Cloud Console](https://www.youtube.com/watch?v=19eDgLcv3Qs)

* 🎬 [Generative AI - Google Cloud Next 2024](https://www.youtube.com/watch?v=PyM3Vt6s1GI&list=PLIivdWyY5sqLHERDVwseyPGka96mCiwpq)

* 🎬 [AI and Machine Learning with Google Cloud](https://www.youtube.com/watch?v=V6YTS5aofqU&list=PLIivdWyY5sqJdmVMjLI8iCul14XkTRosn)

  

## Videos (Google Channels)

* 🎬 [Code Transformations with Gemini Code Assist Playlist](https://www.youtube.com/playlist?list=PLIivdWyY5sqLENRiwuEvbIIM05C9mZSF_)

  - [Troubleshoot and improve code readability with Gemini Code Assist](https://www.youtube.com/watch?v=_EEGRQseO9E&list=PLIivdWyY5sqLENRiwuEvbIIM05C9mZSF_&index=1)

  - [Build beautiful and accessible webs pages quickly with Gemini Code Assist and Material Design](https://www.youtube.com/watch?v=9vPJf_nEXkM&list=PLIivdWyY5sqLENRiwuEvbIIM05C9mZSF_&index=2)

  - [How to prompt Gemini Code Assist](https://www.youtube.com/watch?v=Jr2nze3bwd4&list=PLIivdWyY5sqLENRiwuEvbIIM05C9mZSF_&index=3)

* 🎬 [AI and Machine Learning on Google Cloud](https://www.youtube.com/playlist?list=PLIivdWyY5sqJdmVMjLI8iCul14XkTRosn)

* 🎬 [Gemini for Google Cloud - Playlist](https://www.youtube.com/playlist?list=PLBgogxgQVM9vMyRWTvDqxc-N5pYp-a98F)

  - [Gemini for Application Developers](https://www.youtube.com/watch?v=WsXVGr0Q3C4&list=PLBgogxgQVM9vMyRWTvDqxc-N5pYp-a98F&index=1&pp=iAQB)

  - [Gemini for Cloud Architects](https://www.youtube.com/watch?v=y-dlxWHtfhQ&list=PLBgogxgQVM9vMyRWTvDqxc-N5pYp-a98F&index=2&pp=iAQB)

  - [Gemini for Data Scientists and Analysts](https://www.youtube.com/watch?v=0H7brO5JeCQ&list=PLBgogxgQVM9vMyRWTvDqxc-N5pYp-a98F&index=3&pp=iAQB)

  - [Gemini for Network Engineers](https://www.youtube.com/watch?v=RHla4EEleCE&list=PLBgogxgQVM9vMyRWTvDqxc-N5pYp-a98F&index=4&pp=iAQB)

  - [Gemini for Security Engineers](https://www.youtube.com/watch?v=08xeOzUUL-g&list=PLBgogxgQVM9vMyRWTvDqxc-N5pYp-a98F&index=5&pp=iAQB)

  - [Gemini for Cloud DevOps Engineers](https://www.youtube.com/watch?v=zaVTJVwtyzI&list=PLBgogxgQVM9vMyRWTvDqxc-N5pYp-a98F&index=6&pp=iAQB)

  - [Gemini end-to-end Software Development Lifecycle](https://www.youtube.com/watch?v=h41eoDraUzE&list=PLBgogxgQVM9vMyRWTvDqxc-N5pYp-a98F&index=7&pp=iAQB)

  - [Technical training courses in Generative AI from Google Cloud](https://www.youtube.com/watch?v=5FIlXPSmUUc&list=PLBgogxgQVM9vMyRWTvDqxc-N5pYp-a98F&index=8&pp=iAQB)

* 🎬 [Getting Started with Duet AI Playlist](https://www.youtube.com/playlist?list=PLIivdWyY5sqJCzQvzUEffuPEzFOdUfbG4)

     * 🎬 [Using Duet AI to speed up development](https://www.youtube.com/watch?v=yGCggGLgROI&list=PLIivdWyY5sqJCzQvzUEffuPEzFOdUfbG4&index=2)

     * 🎬 [Develop an app with Duet AI assistance](https://www.youtube.com/watch?v=HaL81be3elg&list=PLIivdWyY5sqJCzQvzUEffuPEzFOdUfbG4&index=3)

     * 🎬 [How to analyze data with Duet AI](https://www.youtube.com/watch?v=K4CZlL49Fsk&list=PLIivdWyY5sqJCzQvzUEffuPEzFOdUfbG4&index=4)

     * 🎬 [Creating GKE clusters with Duet AI](https://www.youtube.com/watch?v=jLm-LL35Oyg&list=PLIivdWyY5sqJCzQvzUEffuPEzFOdUfbG4&index=5)

     * 🎬 [Deploying Node.js with Duet AI](https://www.youtube.com/watch?v=t_gy2V1ofv0&list=PLIivdWyY5sqJCzQvzUEffuPEzFOdUfbG4&index=6)

     * 🎬 [Architect web apps with Duet AI](https://www.youtube.com/watch?v=f3BeMTfqidA&list=PLIivdWyY5sqJCzQvzUEffuPEzFOdUfbG4&index=7)

     * 🎬 [Microservices made easy with Duet AI](https://www.youtube.com/watch?v=fJlXYFjVPX8)

     * 🎬 [Designing an enterprise network with Duet AI](https://www.youtube.com/watch?v=A0mz16o-Cwg&list=PLIivdWyY5sqJCzQvzUEffuPEzFOdUfbG4&index=8)

     * 🎬 [The future of software development with Duet AI](https://www.youtube.com/watch?v=MX1h4GGiESY&list=PLIivdWyY5sqJCzQvzUEffuPEzFOdUfbG4&index=9)

     * 🎬 [Duet AI for navigating security decisions](https://www.youtube.com/watch?v=MhTfXxzY41w)

     * 🎬 [Designing an LLM connected model with Duet AI](https://www.youtube.com/watch?v=-pA01nGXwSI)



## Community Blogs

* 📰 [How and why you use grounding with your language model](https://medium.com/google-cloud/how-and-why-you-use-grounding-with-your-language-model-d2e35429a84a)

* 📰 [In-Context Learning with Gemini 1.5](https://medium.com/google-cloud/in-context-learning-with-large-context-window-59b95b0238c2)

* 📰 [Let’s make a game — How to use generative AI tools for rapid prototyping](https://medium.com/google-cloud/lets-make-a-game-how-to-use-generative-ai-tools-for-rapid-prototyping-72876ab0a7af)

* 📰 [A Tale of Two Functions : Function calling in Gemini](https://medium.com/google-cloud/a-tale-of-two-functions-function-calling-in-gemini-9b7fd8ae031b)

* 📰 [Adding Context to Retrieval-Augmented Generation with Gemini Function Calling and MongoDB Atlas](https://medium.com/google-cloud/adding-context-to-rag-with-gemini-function-calling-d6e78e705524)

* 📰 [Grounding Gemini with Web Search results in LangChain4j](https://medium.com/google-cloud/grounding-gemini-with-web-search-results-in-langchain4j-2f949bd69492)

* 📰 [Inside Golf with Gemini: How Gemini Pro Transformed Mini-Golf with AI Storytelling](https://medium.com/google-cloud/inside-golf-with-gemini-how-gemini-pro-transformed-mini-golf-with-ai-storytelling-ed7541749b01)

* 📰 [Inside Golf with Gemini: From Pixels to BigQuery with OpenCV](https://medium.com/google-cloud/inside-golf-with-gemini-from-pixels-to-bigquery-with-opencv-2e49846dc28a)

* 📰 [Taming the Wild Output: Effective Control of Gemini API Response Formats with response_schema](https://medium.com/google-cloud/taming-the-wild-output-effective-control-of-gemini-api-response-formats-with-response-schema-ae0097b97502)

* 📰 [Doing Math with Large Language Models](https://medium.com/google-cloud/doing-math-with-large-language-models-69d94c8b0590)

* 📰 [Getting Started with Gemini Code Assist](https://medium.com/google-cloud/getting-started-with-gemini-code-assist-f1a8aa89cebe)

* 📰 [Gemma and Gemini-Pro AI Models in AlloyDB Omni](https://medium.com/google-cloud/gemma-and-gemini-pro-ai-models-in-alloydb-omni-4faabe31713d)

* 📰 [Gemini 1.5 Flash: A Spark of Creative Potential](https://medium.com/google-cloud/gemini-1-5-flash-a-spark-of-creative-potential-7f8c24eb14e0)

* 📰 [Optimize Your Athletic Performance with Gemini and Vertex AI](https://medium.com/google-cloud/optimize-your-athletic-performance-with-gemini-and-vertex-ai-eae42d014659)

* 📰 [Unlocking Codebase Insights with Vertex AI Gemini 1.5 Pro: A Comprehensive Guide](https://medium.com/google-cloud/unlocking-codebase-insights-with-vertex-ai-gemini-1-5-pro-a-comprehensive-guide-1f40a6f488e9)

* 📰 [Using Google’s Gemini Function Calling to Fetch Real-Time Company News and Insights from External APIs](https://medium.com/google-cloud/using-googles-gemini-function-calling-to-fetch-real-time-company-news-and-insights-from-external-d11b2da565e3)

* 📰 [Leveraging Gemini 1.5 API for Automated Test Case Generation Reverse Engineering](https://medium.com/google-cloud/leveraging-gemini-1-5-api-for-automated-test-case-generation-reverse-engineering-2ee8789f01db)

* 📰 [A tour of Gemini 1.5 Pro samples](https://medium.com/google-cloud/a-tour-of-gemini-1-5-pro-samples-da48e3c907b3)

* 📰 [Gemini API with JSON schema](https://medium.com/google-cloud/gemini-api-with-json-schema-3dbdabac7d19)

* 📰 [Codelab : Writing Synthetic Monitoring Tests for your services using Gemini](https://medium.com/google-cloud/codelab-writing-synthetic-monitoring-tests-for-your-services-using-gemini-cae542b12547)

* 📰 [Talk with Your Data using Gemini](https://medium.com/google-cloud/talk-with-your-data-828d9b7c6e38)

* 📰 [AI Chatbot with the Firebase Gemini API Extension in Swift & SwiftUI: A Step-by-Step Guide](https://medium.com/google-cloud/build-a-chatbot-on-ios-with-the-firebase-gemini-api-extension-in-swift-swiftui-a-step-by-step-64657205ca80)

* 📰 [Codelab: Using Gemini Code Assist to explore and enhance Generative AI Document Summarization Jump Start Solution](https://medium.com/google-cloud/codelab-using-gemini-code-assist-to-explore-and-enhance-generative-ai-document-summarization-jump-28c410042544)

* 📰 [When to use Gemini or purpose-built AI models in BigQuery](https://medium.com/google-cloud/when-to-use-gemini-or-purpose-built-ai-models-in-bigquery-7bb2f707a7a2)

* 📰 [Batch Processing Powerhouse: Leverage Gemini 1.5 API and Google Apps Script for Efficient Content Workflows](https://medium.com/google-cloud/batch-processing-powerhouse-leverage-gemini-1-5-2857fd7fe28d)

* 📰 [Leveraging Gemini 1.5 for Efficient Information Extraction on Long PDFs](https://medium.com/google-cloud/leveraging-gemini-1-5-for-efficient-information-extraction-on-long-pdfs-8cd97a9155be)

* 📰 [Gemini has entered the chat: building an LLM-powered Discord bot](https://medium.com/google-cloud/gemini-has-entered-the-chat-building-an-llm-powered-discord-bot-872f876d92f8)

* 📰 [Helm charts and Gemini Code Assist](https://medium.com/@arjun.vijay20/helm-charts-and-gemini-code-assist-3cf31b1a1be9)

* 📰 [How Gemini Code Assist Build High-Quality APIs with AI](https://medium.com/@agarapuramesh/how-gemini-code-assist-build-high-quality-apis-with-ai-16505d4748cd)

* 📰 [Unlocking the Power of Gemini in BigQuery](https://towardsdev.com/unlocking-the-power-of-gemini-in-bigquery-da4310833fc1)

* 📰 [How To Build Text-to-SQL App Using Google Gemini In a Few Lines of Code](https://ai.gopubby.com/how-to-build-text-to-sql-app-using-google-gemini-in-a-few-lines-of-code-ca3cd2796882)

* 📰 [A Tour of Gemini Code Assist — Slides and Demos](https://medium.com/google-cloud/a-tour-of-gemini-code-assist-slides-and-demos-dbe00fc109c7)

* 📰 [Using Gemini to help write Synthetic Monitoring tests in Google Cloud](https://medium.com/google-cloud/using-gemini-to-help-write-synthetic-monitoring-tests-in-google-cloud-359561a23230)

* 📰 [Duet AI for Developers using VSCode](https://medium.com/@larry_nguyen/duet-ai-for-developers-using-vscode-e8315260bb9b)

* 📰 [Creating Worlds, One Line at a Time: The Power of Duet AI-Generative AI for Developers](https://medium.com/@amaliasonia3/creating-worlds-one-line-at-a-time-the-power-of-duet-ai-generative-ai-for-developers-3e5f13f9f434)

* 📰 [Test-Driven Development with Java, Spring Boot and Duet AI in GCP](https://medium.com/google-cloud/test-driven-development-with-java-spring-boot-and-duet-ai-in-gcp-3bb6fd4d0822)

* 📰 [Explore Duet AI to assist with React frontend application development](https://medium.com/google-cloud/explore-duet-ai-to-assist-with-react-frontend-appldevelopment-cc39df3ce7d9)

* 📰 [How I’d use generative AI to modernize an app](https://seroter.com/2024/02/21/how-id-use-generative-ai-to-modernize-an-app/)

* 📰 [Test and change an existing web app with Duet AI](https://medium.com/google-cloud/test-and-change-an-existing-web-app-with-duet-ai-863380c9a9d6)

* 📰 [Integrating Duet AI into Development Workflow](https://medium.com/google-cloud/integrating-duet-ai-into-development-workflow-a-tutorial-guide-on-how-developers-can-seamlessly-f3de35331fc5)

* 📰 [Provision Cloud Infrastructure Using Google Duet AI](https://dzone.com/articles/provision-cloud-infrastructure-using-google-duet-a)

* 📰 [Use Google Duet AI to Auto-Generate Code and Write Tests in VS Code](https://medium.com/google-cloud/use-google-duet-ai-to-auto-generate-code-and-write-tests-in-vs-code-9197c66193b1)

* 📰 [Navigate through Google Cloud resources with Duet AI Chat](https://medium.com/google-cloud/navigate-through-google-cloud-resources-with-duet-ai-chat-98b12a3fae00)

* 📰 [Create and deploy a new web app to Cloud Run with Duet AI](https://medium.com/google-cloud/create-and-deploy-a-new-web-app-to-cloud-run-with-duet-ai-ad02ad69a6fc)

* 📰 [Unleashing data insights with Google’s Duet AI, zero code required](https://engineering.sada.com/unleashing-data-insights-with-googles-duet-ai-zero-code-required-6cfef39a220d)

* 📰 [Getting started with Duet AI on Google Cloud and VS Code](https://medium.com/google-cloud/getting-started-with-duet-ai-on-google-cloud-and-vs-code-0f58be7bc235)

* 📰 [AI-ifying Programming using Google’s Duet AI](https://medium.com/@danielcracbusiness/ai-ifying-programming-using-googles-duet-ai-d4c53e54415d)

* 📰 [How to write and deploy a basic Node.js API with Duet AI on VS Code a step-by-step guide](https://geshan.com.np/blog/2023/12/nodejs-duet-ai-vs-code/)

* 📰 [Google’s Duet AI Launches GenAI across Full SDLC in the Cloud](https://thenewstack.io/googles-duet-ai-launches-genai-across-full-sdlc-in-the-cloud/)

* 📰 [YAML'ing at speed with Duet AI | by JK Gunnink](https://jgunnink.substack.com/cp/139331597)

* 📰 [Duet AI Review: My Perception and Use Cases — Part 1 | by Rubens Zimbres | Google Cloud - Community | Nov, 2023 | Medium](https://medium.com/google-cloud/duet-ai-review-my-perception-and-use-cases-part-1-c237ff5077e4)

* 📰 [Duet AI Review: My Perception and Use Cases — Part 2 | by Rubens Zimbres | Google Cloud - Community | Nov, 2023 | Medium](https://medium.com/google-cloud/duet-ai-review-my-perception-and-use-cases-part-2-f00a5c380891) 

* 📰 [Boosting Productivity with Unleashed Duet AI Potential🤖 | by Vishal Bulbule | Google Cloud - Community | Nov, 2023 | Medium](https://medium.com/google-cloud/boosting-productivity-with-unleashed-duet-ai-potential-da65fcbf7da9)

* 📰 [Google launches Duet AI in BigQuery | by Christianlauer | CodeX | Medium](https://medium.com/codex/google-launches-duet-ai-in-bigquery-ad4bb4e7e815)

* 📰 [Duet Triple Threat: How to use Google’s Duet AI to automate tasks | by Simon Margolis | Sep, 2023 | The SADA Engineering Blog](https://engineering.sada.com/duet-triple-threat-c8c87b8d5ddd)

* 📰 [Google’s Duet AI will be a solution for the Enterprise AI crisis? | by Jeffrey Boopathy | Generative AI](https://generativeai.pub/googles-duet-ai-will-be-a-solution-for-the-enterprise-ai-crisis-1a7d1798280f)

* 📰 [DuetAI — Why use it?](https://medium.com/@gonzagalante/duetai-why-use-it-f0b3584a2923)

* 📰 [DuetAI in Looker: Reimagining Business Intelligence | by Crystalloids | Medium](https://medium.com/@crystalloids/duetai-in-looker-reimagining-business-intelligence-b6d280c651be)

* 📰 [Your AI Companion in the Google Cloud - datadice - Customized Data-Warehouse Solutions](https://datadice.medium.com/your-ai-companion-in-the-google-cloud-b36e0b24cd52)

* 📰 [What “AI-Assistant for a Developer” is all about? | by Romin Irani | Google Cloud - Community | Oct, 2023 | Medium](https://medium.com/google-cloud/what-ai-assistant-for-a-developer-is-all-about-723de644a449)

* 📰 [Data Duets with BigQuery and Gen AI | by Ravi Manjunatha | Google Cloud - Community | Oct, 2023 | Medium](https://medium.com/google-cloud/data-duets-with-bigquery-and-gen-ai-5bc0f5081b25)

* 📰 [Maximizing Efficiency with Google Duet AI: A Comprehensive Guide | by Jitendra Gupta| Dec, 2023 | (substack.com)](https://cloudexpertshub.substack.com/p/maximizing-efficiency-with-google)

* 📰 [Navigating GKE with Duet AI: Simplifying Kubernetes Commands | by Jitendra Gupta | Dec, 2023 | Medium](https://medium.com/@jitu028/navigating-gke-with-duet-ai-simplifying-kubernetes-commands-695a0ad4f930)

* 📰 [How to create a text summarizer using Gemini over Vertex AI with Node.js a step-by-step guide - Part 1](https://geshan.com.np/blog/2024/02/gemini-vertex-ai-nodejs/)

* 📰 [How to create a text summarizer API using Gemini on Vertex AI with Node.js a step-by-step guide - Part 2](https://geshan.com.np/blog/2024/02/gemini-vertex-ai-nodejs-api/)

* 📰 [How to write and deploy a basic Node.js API with Duet AI on VS Code a step-by-step guide](https://geshan.com.np/blog/2023/12/nodejs-duet-ai-vs-code/)



## Community Videos

* 🎬 [Duet AI Playbook Series - Prasanjit Singh](https://www.youtube.com/watch?v=Q6lUpRkk-eI&list=UULFPTgt4Wo0MAnuzNEEZlk90A)

* 🎬 [Cloud Code and Duet AI](https://www.youtube.com/watch?v=Ix5-cIWI3x0)

* 🎬 [Google's Code Copilot (Hands-On with Duet AI for Developers)](https://www.youtube.com/watch?v=k7IUGs8yLhw)

* 🎬 [Google's Duet AI: A New Challenger to GitHub Co-Pilot?](https://www.youtube.com/watch?v=j0aBI3w7N9c)

* 🎬 [Duet AI vs GitHub Copilot vs ChatGPT: Direct Testing with Coding Challenges](https://www.youtube.com/watch?v=0i4gOcio-8Y)

* 🎬 [TDD (Test Driven Development) with Duet as my pair programmer](https://www.youtube.com/watch?v=ArdeZrc8jOk)

* 🎬 [Getting started with Duet AI | What is Duet AI - Introduction](https://www.youtube.com/watch?v=V_ihyuoaZQ8&pp=ygUTdmlzaGFsIGJ1bGJ1bGUgZHVldA%3D%3D)

* 🎬 [Unlocking Duet AI in Google Cloud: Your Step-by-Step Guide to Enable Duet AI in Google Cloud](https://www.youtube.com/watch?v=vk8i1UFPsjk&pp=ygUTdmlzaGFsIGJ1bGJ1bGUgZHVldA%3D%3D)

* 🎬 [Duet AI in Google Cloud Console  | Duet AI](https://www.youtube.com/watch?v=u1Fvoqh0isk&pp=ygUTdmlzaGFsIGJ1bGJ1bGUgZHVldA%3D%3D)

* 🎬 [Code generation in VScode using Duet AI | Duet AI for VS Code](https://youtu.be/bS4UZkZqpFc?si=05uO-qfXfppXAGO_)

* 🎬 [Write queries in BigQuery using Duet AI | Duet AI for BigQuery](https://www.youtube.com/watch?v=n0TWMWxd6aE&pp=ygUTdmlzaGFsIGJ1bGJ1bGUgZHVldA%3D%3D)



## Tutorials

* 📰+📦+✏️ [Build a #dotnet API from scratch](https://twitter.com/rseroter/status/1734971767389893047)