google-genai-resources

KO | EN

gitlite — search

#javascript #ai #typescript #llm #machine-learning #rust #deep-learning #linux #docker #awesome #kubernetes #awesome-list #ios #open-source

google-genai-resources

(★ 28)

A collection of videos, codelabs, courses, repositories, articles that help everyone learn more about Google Generative AI offerings.

google-genai-resources 최신버젼 다운로드

최종 버전 다운로드 (.zip)

// repository documentation

Was this content helpful?

★ 0 (0 ratings)

# Google Generative AI resources
A collection of videos, codelabs, courses, repositories, articles that help everyone learn more about Google Generative AI offerings.

Please submit additional resources in any of the sections below via the [Issues](https://github.com/rominirani/google-genai-resources/issues) tracker.

## Official Documentation
- [Generative AI on Google Cloud](https://cloud.google.com/ai/generative-ai)

## Join Trusted Tester Program
Several products in Google Generative AI offerings are currently available for Trusted Testers only. Take a look at the products available for Trusted Testers and sign up [here](https://cloud.google.com/ai/earlyaccess/join).

## Products
- Generative AI support on [Vertex AI](https://cloud.google.com/vertex-ai)
  - [Overview](https://cloud.google.com/vertex-ai/docs/generative-ai/learn/overview)
  - [Generative AI Studio](https://cloud.google.com/generative-ai-studio) 
  - [Available Models](https://cloud.google.com/vertex-ai/docs/generative-ai/learn/models)
    - Language Models ([Text](https://cloud.google.com/vertex-ai/docs/generative-ai/text/text-overview), [Code](https://cloud.google.com/vertex-ai/docs/generative-ai/code/code-models-overview), [Chat](https://cloud.google.com/vertex-ai/docs/generative-ai/chat/chat-prompts))
    - Image Models ([link](https://cloud.google.com/vertex-ai/docs/generative-ai/image/overview))
    - Speech Models ([Text-to-Speech](https://cloud.google.com/vertex-ai/docs/generative-ai/speech/text-to-speech) , [Speech-To-Text](https://cloud.google.com/vertex-ai/docs/generative-ai/speech/speech-to-text))
  - [Model Garden](https://cloud.google.com/model-garden)
  - [Pricing](https://cloud.google.com/vertex-ai/pricing#generative_ai_models)
- Vertex AI Search and Conversation (formerly known as Gen AI App Builder) ([https://cloud.google.com/generative-ai-app-builder])
- Duet AI for Google Workspace (https://workspace.google.com/solutions/ai/)
- Duet AI for Google Cloud (https://cloud.google.com/duet-ai)
- Generative AI for Developers
  - [Palm API for Developers](https://developers.generativeai.google/products/palm)
  - [MakerSuite](https://developers.generativeai.google/products/makersuite)
  - [Guide](https://developers.generativeai.google/guide)
  - [Prompt Gallery](https://developers.generativeai.google/prompt-gallery)
  - [Sample Apps](https://developers.generativeai.google/develop/sample-apps)
  - [API Reference](https://developers.generativeai.google/api)  
  - [Firebase Extensions](https://developers.generativeai.google/tools/firebase_extensions)
 
## YouTube Videos
- [Generative AI for Developers - Playlist](https://www.youtube.com/playlist?list=PLIivdWyY5sqLRCzKJyixrIDPQKwU6XHpn)
  - [Introduction to Machine Learning on Vertex AI](https://www.youtube.com/watch?v=-3Olw-C4FN4&list=PLIivdWyY5sqLRCzKJyixrIDPQKwU6XHpn&index=1&pp=iAQB)
  - [Prototyping Language Apps with Generative AI Studio](https://www.youtube.com/watch?v=9_zwIyutN7o&list=PLIivdWyY5sqLRCzKJyixrIDPQKwU6XHpn&index=2&t=1s&pp=iAQB)
  - [How to tune LLMs in Generative AI Studio](https://www.youtube.com/watch?v=4A4W03qUTsw&list=PLIivdWyY5sqLRCzKJyixrIDPQKwU6XHpn&index=3&pp=iAQB)
  - [Introduction to foundational models on Google Cloud](https://www.youtube.com/watch?v=YCZ6nwGnL4o&list=PLIivdWyY5sqLRCzKJyixrIDPQKwU6XHpn&index=4&pp=iAQB)
  - [Enterprise Search via Generative AI App Builder](https://www.youtube.com/watch?v=fY8aOe6H2nw&list=PLIivdWyY5sqLRCzKJyixrIDPQKwU6XHpn&index=5&pp=iAQB) 
  - [Generate and edit images with Generative AI Studio](https://www.youtube.com/watch?v=6n5ngB88DHU&list=PLIivdWyY5sqLRCzKJyixrIDPQKwU6XHpn)
  - [Introduction to Vertex AI Model Garden](https://www.youtube.com/watch?v=I7UiSU96CLc&list=PLIivdWyY5sqLRCzKJyixrIDPQKwU6XHpn&index=8)
- [Introduction to Large Language Models](https://www.youtube.com/watch?v=zizonToFXDs)
- [Introduction to Generative AI](https://www.youtube.com/watch?v=G2fqAlgmoPo)
- [Which AI/ML solution on Vertex AI](https://www.youtube.com/watch?v=AtyCqaOGoj4)
- [Introducing Duet AI for Code Assistance](https://www.youtube.com/watch?v=M55Qd2H9hhk)
- [How would AI impact the future of ML Engineers](https://youtu.be/uejAJSynLJo)

## Cloud Skills Boost
- [Generative AI Learning Path](https://www.cloudskillsboost.google/journeys/118)
  - Course : [Introduction to Generative AI](https://bit.ly/3OnAjcq)
  - Course : [Introduction to Large Language Models](https://bit.ly/41Sf59T)
  - Course : [Introduction to Responsible AI](https://bit.ly/3CcxUdy)
  - Course : [Generative AI Fundamentals](https://bit.ly/3J21upR)
  - Course : [Introduction to Image Generation](https://bit.ly/41XcFqh)
  - Course : [Encoder-Decoder Architecture](https://bit.ly/41Sfbyh)
  - Course : [Attention Mechanism](https://bit.ly/3oeMihU)
  - Course : [Transformer Models and BERT Model](https://bit.ly/3OjCcae)
  - Course : [Create Image Captioning Models](https://bit.ly/3INQGM7)
  - Course : [Introduction to Generative AI Studio](https://bit.ly/3Cbzr3n)
- Course : [Generative AI Explorer - Vertex AI](https://bit.ly/3WMn7QF)

## Github Repositories
- [Google Cloud Generative AI repository](https://github.com/GoogleCloudPlatform/generative-ai/tree/main): 
This repository contains notebooks and content that demonstrate how to use, develop and manage generative AI workflows using Generative AI, powered by Vertex AI on Google Cloud.
- [Google Cloud Gen AI Templates](https://github.com/rominirani/genai-apptemplates-googlecloud):
This repository contains sample applications to kickstart Generative AI Application Development on Google Cloud.

## Articles (Google.com Blog)
- **New** [Introducing Duet AI in Apigee API Management and Application Integration](https://cloud.google.com/blog/products/api-management/introducing-duet-ai-in-apigee-api-management-and-application-integration)
- **New** [Harnessing the power of PaLM in BigQuery](https://cloud.google.com/blog/products/data-analytics/integrating-vertex-ai-foundation-models-in-bigquery)
- **New** [Vertex AI extends enterprise-ready generative AI development with new models, tooling](https://cloud.google.com/blog/products/ai-machine-learning/vertex-ai-next-2023-announcements)
- **New** [Vertex AI Search and Conversation is now generally available](https://cloud.google.com/blog/products/ai-machine-learning/vertex-ai-search-and-conversation-is-now-generally-available)
- **New** [Expanding Duet AI, an AI-powered collaborator, across Google Cloud](https://cloud.google.com/blog/products/ai-machine-learning/duet-ai-in-google-cloud-preview)
- [What is Multimodal Search: "LLMs with vision" change businesses](https://cloud.google.com/blog/products/ai-machine-learning/multimodal-generative-ai-search)
- [Tips to enhance your prompt-engineering abilities](https://cloud.google.com/blog/products/application-development/five-best-practices-for-prompt-engineering)
- [4 key learnings to kickstart your startup's generative AI journey](https://cloud.google.com/blog/topics/startups/generative-ai-for-startups-on-google-cloud)
- [Building Generative AI applications made easy with Vertex AI PaLM API and LangChain](https://cloud.google.com/blog/products/ai-machine-learning/generative-ai-applications-with-vertex-ai-palm-2-models-and-langchain)
- [Cloud Speech-to-Text V2 API and Chirp are now Generally Available with new lower pricing tier](https://cloud.google.com/blog/products/ai-machine-learning/google-cloud-speech-to-text-v2-api)
- [SQL-only LLM for text generation using Vertex AI model in BigQuery](https://cloud.google.com/blog/products/ai-machine-learning/llm-with-vertex-ai-only-using-sql-queries-in-bigquery)
- [Unlock real-time observability for Vertex AI with Datadog](https://cloud.google.com/blog/topics/partners/datadog-observability-now-available-for-vertex-ai)
- [Google Cloud expands availability of enterprise-ready generative AI](https://cloud.google.com/blog/products/ai-machine-learning/enterprise-ready-generative-ai-models-go-ga-in-vertex-ai)
- [Conversational AI on Gen App Builder unlocks generative AI-powered chatbots and virtual agents](https://cloud.google.com/blog/products/ai-machine-learning/generative-ai-powered-chatbots-and-virtual-agents)
- [The rise of GenEng: How AI changes the developer role](https://cloud.google.com/blog/products/ai-machine-learning/the-rise-of-geneng-how-ai-changes-the-developer-role)
- [Building AI-powered apps on Google Cloud databases using pgvector, LLMs and LangChain](https://cloud.google.com/blog/products/databases/using-pgvector-llms-and-langchain-with-google-cloud-databases)
- [Generative AI: The next phase of cloud transformation for communications service providers](https://cloud.google.com/blog/topics/telecommunications/the-promise-of-generative-ai-in-telecommunications)
- [Generative AI support on Vertex AI is now generally available](https://cloud.google.com/blog/products/ai-machine-learning/generative-ai-support-on-vertexai)
- [Helping businesses with generative AI](https://cloud.google.com/blog/products/ai-machine-learning/generative-ai-for-industries)
- [Improving search experiences with Enterprise Search on Gen App Builder](https://cloud.google.com/blog/products/ai-machine-learning/enterprise-search-on-gen-app-builder)
- [Vertex AI Embeddings for Text: Grounding LLMs made easy](https://cloud.google.com/blog/products/ai-machine-learning/how-to-use-grounding-for-your-llms-with-text-embeddings)
- [Bringing the power of large models to Google Cloud’s Speech API](https://cloud.google.com/blog/products/ai-machine-learning/bringing-power-large-models-google-clouds-speech-api)
- [Seven new no-cost generative AI training courses to advance your cloud career](https://cloud.google.com/blog/topics/training-certifications/new-google-cloud-generative-ai-training-resources) 
- [Introducing Duet AI for developers: The next frontier in AI-powered developer productivity](https://cloud.google.com/blog/products/application-development/introducing-duet-ai-for-developers)
- [Supercharging Search with Generative AI](https://blog.google/products/search/generative-ai-search/)

## Developer Blog Posts + Videos ([Google Cloud Medium Community](https://medium.com/google-cloud) and other places)

- **New** [How Google Cloud Is Leveraging Generative AI To Outsmart Competition](https://www.forbes.com/sites/janakirammsv/2023/09/04/how-google-cloud-is-leveraging-generative-ai-to-outsmart-competition/)
- **New** [Vertex AI Workbench Tips](https://medium.com/google-cloud/vertex-ai-workbench-tips-f4b517f2c16c)
- **New** [Powering Q&A Chatbots with AlloyDB and GenAI Models](https://medium.com/google-cloud/powering-q-a-chatbots-with-alloydb-and-genai-models-e6332b62383c)
- **New** [Automating Log Analysis and Troubleshooting with PaLM API](https://medium.com/google-cloud/automating-log-analysis-and-troubleshooting-with-the-palm-api-891ac31af1ae)
- **New** [Generative AI — Deploy and inference of Llama 2 in Vertex AI Prediction](https://medium.com/google-cloud/generative-ai-deploy-and-inference-of-llama-2-in-vertex-ai-prediction-97fae2472dd5)
- **New** [Writing a Slack Slash Command for Text Summarization using Vertex AI Text Bison Model](https://medium.com/google-cloud/writing-a-slack-slash-command-for-text-summarization-using-vertex-ai-palm-api-4b06916d8310)
- **New** [Build Your Own SQL Analyst Bot](https://medium.com/google-cloud/build-your-own-sql-analyst-bot-88e06c1b80e8)
- **New** [Understanding the pricing for Vertex AI Text Bison Foundation Model](https://medium.com/google-cloud/understanding-the-pricing-for-vertex-ai-text-bison-foundation-model-7a95fd454b2e)
- [The Science of Architectural Design: How Foundational Models can help to group building styles](https://medium.com/google-cloud/the-science-of-architectural-design-how-foundational-models-can-help-to-group-building-styles-e5bb68b5b261)
- [The Ultimate Guide to Using Generative Fallbacks in Dialogflow CX](https://medium.com/google-cloud/the-ultimate-guide-to-using-generative-fallbacks-in-dialogflow-cx-4ccd6d60512)
- [Getting Started with Generative AI in Angular](https://medium.com/google-cloud/getting-started-with-generative-ai-in-angular-b72737a59982)
- [Using Vertex AI to perform Semantic Searches for images](https://medium.com/google-cloud/how-to-perform-semantic-searches-for-images-with-vertex-ai-c7dacf8ee8ac)
- [Govern Vertex AI Generative AI / Large Language Model Access With Quotas](https://medium.com/google-cloud/governing-vertex-ai-gen-ai-llm-model-access-via-quotas-19df2c53fccd)
- [Building a GST FAQs Appwith Streamlit, Langchain, HuggingFace and VertexAI Palm APIs](https://medium.com/google-cloud/building-a-gst-faqs-app-d8d903eb9c6)
- [How to quickly build a voice-activated chatbot to interact with Vertex AI models](https://www.googlecloudcommunity.com/gc/Community-Blogs/How-to-quickly-build-a-voice-activated-chatbot-to-interact-with/ba-p/618715)
- [Ease into similarity search with Google’s PaLM API](https://www.infoworld.com/article/3703059/ease-into-similarity-search-with-googles-palm-api.html)
- [Build a chatbot with Google’s PaLM API](https://www.infoworld.com/article/3702774/build-a-chatbot-with-google-palm-api.html)
- [Competitor Analytics with Langchain Agents and Vertex Palm API](https://medium.com/google-cloud/competitor-analytics-with-langchain-agents-and-vertex-palm-api-410453cecd83)
- [Deploy your custom Knowledge Base Assistant powered by Vertex AI and Pinecone](https://medium.com/google-cloud/deploy-your-custom-knowledge-base-assistant-powered-by-vertex-ai-and-pinecone-c4e8f4868b99)
- [Build your own Ask-Me-Anything using VertexAI + LangChain + Streamlit](https://medium.com/google-cloud/a-custom-ama-app-using-vertexai-4788834fb766)
- [Generative AI — Protect your LLM against Prompt Injection in Production](https://medium.com/google-cloud/generative-ai-protect-your-llm-against-prompt-injection-in-production-f99852910a8e)
- [Generative AI app development using Vertex AI and Golang](https://medium.com/google-cloud/generative-ai-app-development-using-vertex-ai-and-golang-cf315c7fa4e1)
- [Getting started with Google’s PaLM API](https://www.infoworld.com/article/3700608/getting-started-with-googles-palm-api.html)
- [Video - Google Bard and a Gentle Introduction to Generative AI - AwesomeGCP](https://www.youtube.com/watch?v=YpEcdWM8Ur0)
- [Video - Detailed Code Generation Prompts for Google Bard 0- AwesomeGCP](https://www.youtube.com/watch?v=SlasaaWaYr8)
- [Getting Started with PaLM 2 for Developers](https://aryanirani123.medium.com/getting-started-with-palm-2-introduction-bde344214a69)
- [Generative AI - Image Generation using Vertex AI Imagen](https://medium.com/google-cloud/generative-ai-vertex-ai-image-generation-imagen-2ebc7f884b7a)
- [Google Cloud for Education: Strategy Segmentation using Generative AI](https://medium.com/google-cloud/google-cloud-for-education-strategy-segmentation-using-generative-ai-9645368a69c0)
- [Generative AI - Learn the LangChain Basics by Building a Berlin Travel Guide](https://medium.com/google-cloud/generative-ai-learn-the-langchain-basics-by-building-a-berlin-travel-guide-5cc0a2ce4096)
- [Deploying a Google Cloud Generative AI App in a Website with Cloud Run](https://medium.com/google-cloud/deploying-a-google-cloud-generative-ai-app-in-a-website-with-cloud-run-7c8aa5db344)
- [Q&A With Your Docs: A Gentle Introduction to Matching Engine + PaLM](https://medium.com/google-cloud/q-a-with-your-docs-a-gentle-introduction-to-matching-engine-palm-bbbb6b0cff7b)
- [Summarize Audio Like a Maestro with Langchain, Chirp, and PaLM2 on Vertex AI](https://medium.com/google-cloud/summarize-audio-like-a-maestro-with-langchain-chirp-palm2-on-vertex-ai-31beeb2ba667)
- [How to avoid prompt injection attack by following prompt engineering best practices?](https://medium.com/google-cloud/how-to-avoid-prompt-injection-attack-by-following-prompt-engineering-best-practices-d8acb6bde0d1)
- [Influencer Analytics with Vertex AI PaLM APIs & Langchain](https://medium.com/google-cloud/competitive-analytics-with-vertex-ai-palm-apis-langchain-c67fe230317b)
- [Question a Web Page using Google’s Vertex AI PaLM API, LangChain and StreamLit](https://medium.com/google-cloud/question-a-web-page-using-vertex-ai-palm-api-langchain-and-streamlit-8b56f0753cec)
- [Use Google Palm with Golang](https://medium.com/google-cloud/use-google-palm-with-golang-4dc3c12e279c)
- [Generative AI - Understand and Mitigate Hallucinations in LLMs](https://medium.com/google-cloud/generative-ai-understand-and-mitigate-hallucinations-in-llms-8af7de2f17e2)
- [Generative AI - Mastering the Language Model Parameters for Better Outputs](https://medium.com/google-cloud/generative-ai-mastering-the-language-model-parameters-for-better-outputs-a82b07b4e383)
- [BigQuery Breaking News — Generative AI](https://medium.com/google-cloud/bigquery-breaking-news-generative-ai-8c6d14bd4568)
- Generative AI Learning Path Notes — [Part 1](https://medium.com/google-cloud/generative-ai-learning-path-notes-part-1-d36bc565df1f) and [Part 2](https://medium.com/google-cloud/generative-ai-learning-path-notes-part-2-78a1855f6bd0)
- [Highlight your generative AI skills by earning the new no-cost skill badge](https://cloud.google.com/blog/products/ai-machine-learning/google-cloud-generative-ai-skill-badge)
- [Google’s Generative AI Stack: An In-Depth Analysis](https://thenewstack.io/googles-generative-ai-stack-an-in-depth-analysis/)
- [Generative AI - Document Retrieval and Question Answering with LLMs](https://medium.com/google-cloud/generative-ai-document-retrieval-and-question-answering-with-llms-2b0fb80ae76d)
- [Pulumi AI — Leveraging LLMs for IaC with GCP](https://medium.com/google-cloud/pulumi-ai-leveraging-llms-for-iac-with-gcp-909cd3673926)
- [Generative AI - Best Practices for LLM Prompt Engineering](https://medium.com/google-cloud/generative-ai-best-practices-for-llm-prompt-engineering-2a0131c805cc)
- [How to Use LLMs to Generate Concise Summaries of Text](https://medium.com/google-cloud/how-to-use-llms-to-generate-concise-summaries-of-text-a04966659ed)
- [Generative AI — PaLM-2 model deployment with Cloud Run](https://rafaelsf80.medium.com/generative-ai-palm-2-model-deployment-with-cloud-run-54e8a398b24b)
- [Getting Started with Generative AI Studio on Google Cloud](https://medium.com/google-cloud/getting-started-with-generative-ai-studio-on-google-cloud-5c77dfa8d044)
- [How to add rate limit and progress bar to Google Cloud Generative AI API calls ?](https://medium.com/google-cloud/how-to-add-rate-limit-and-progress-bar-to-google-cloud-generative-ai-api-calls-502b89d35de8)
- [Getting Started with Palm2](https://medium.com/google-cloud/generative-ai-getting-started-with-palm2-91a8354beeff)

google-genai-resources

google-genai-resources 최신버젼 다운로드

오늘의 추천 프로젝트

Was this content helpful?

Recent Feedback

google-genai-resources

google-genai-resources 최신버젼 다운로드

오늘의 추천 프로젝트

Was this content helpful?

Recent Feedback

Download README