https://github.com/fardinhash/generative-ai

Sample code and notebooks for Generative AI on Google Cloud, including Gemini
https://github.com/fardinhash/generative-ai

ai gcp gemini gen-ai generative-ai google-cloud google-gemini langchain large-language-models llm prompt prompt-engineering vertex-ai

Last synced: 7 days ago
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Sample code and notebooks for Generative AI on Google Cloud, including Gemini

• Host: GitHub
• URL: https://github.com/fardinhash/generative-ai
• Owner: FardinHash
• License: apache-2.0
• Created: 2024-05-06T06:34:22.000Z (9 months ago)
• Default Branch: master
• Last Pushed: 2024-05-06T06:48:53.000Z (9 months ago)
• Last Synced: 2024-11-14T18:08:10.738Z (2 months ago)
• Topics: ai, gcp, gemini, gen-ai, generative-ai, google-cloud, google-gemini, langchain, large-language-models, llm, prompt, prompt-engineering, vertex-ai
• Language: Jupyter Notebook
• Homepage:
• Size: 53.9 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • Contributing: CONTRIBUTING.md
  • License: LICENSE
  • Code of conduct: CODE_OF_CONDUCT.md
  • Codeowners: .github/CODEOWNERS
  • Security: SECURITY.md

Awesome Lists containing this project

README

        
# Generative AI

Welcome to the Google Cloud [Generative AI](https://cloud.google.com/ai/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](https://cloud.google.com/ai/generative-ai), powered by [Vertex AI](https://cloud.google.com/vertex-ai).

For more Vertex AI samples, please visit the [Vertex AI samples Github repository](https://github.com/GoogleCloudPlatform/vertex-ai-samples/).

## Using this repository

[![Applied AI Summit: The cloud toolkit for generative AI](https://img.youtube.com/vi/xT7WW2SKLfE/hqdefault.jpg)](https://www.youtube.com/watch?v=xT7WW2SKLfE)

  

    

    Description

    Contents

  

    

    

      

      


      gemini/

    

    

      Discover Gemini through starter notebooks, use cases, function calling, sample apps, and more.

    

    Sample notebooks, apps, use cases

  

  

    

      

      


      search/

    

    Use this folder if you're interested in using Vertex AI Search, a Google-managed solution to help you rapidly build search engines for websites and across enterprise data. (Formerly known as Enterprise Search on Generative AI App Builder)

    Sample apps, use cases

  

  

    

      

      


      conversation/

    

    Use this folder if you're interested in using Vertex AI Conversation, a Google-managed solution to help you rapidly build chat bots for websites and across enterprise data. (Formerly known as Chat Apps on Generative AI App Builder)

    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).

      


        


text-bison model

        


chat-bison model

        


textembedding-gecko model

        


code-bison model

        


code-gecko model

        


codechat-bison model

        
prompt design

        
deploying apps

        
tuning models

        
grounded responses

        


langchain with Google's foundation models

      

    

    Sample notebooks, apps, use cases

  

  

    

      

      


      vision/

    

    

      Use this folder if you're interested in building your own solutions from scratch using features 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/

    

    

      Use this folder if you're interested in building your own solutions from scratch using features from Chirp, a version of Google's Universal Speech Model (USM) on Vertex AI (Vertex AI Chirp API).

    

    Sample notebooks, apps, use cases

  

  

    

      

      


      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 Cloud

    Resources (e.g. videos, blogposts, learning paths)

  


## Related Repositories

- [Google Cloud Applied AI Engineering](https://github.com/GoogleCloudPlatform/applied-ai-engineering-samples)

- [Generative AI for Marketing using Google Cloud](https://github.com/GoogleCloudPlatform/genai-for-marketing)

- [Generative AI for Developer Productivity](https://github.com/GoogleCloudPlatform/genai-for-developers)

- Vertex AI Core

  - [Vertex AI Samples](https://github.com/GoogleCloudPlatform/vertex-ai-samples)

  - [MLOps with Vertex AI](https://github.com/GoogleCloudPlatform/mlops-with-vertex-ai)

  - [Developing NLP solutions with T5X and Vertex AI](https://github.com/GoogleCloudPlatform/t5x-on-vertex-ai)

  - [AlphaFold batch inference with Vertex AI Pipelines](https://github.com/GoogleCloudPlatform/vertex-ai-alphafold-inference-pipeline)

  - [Serving Spark ML models using Vertex AI](https://github.com/GoogleCloudPlatform/vertex-ai-spark-ml-serving)

  - [Sensitive Data Protection (Cloud DLP) for Vertex AI Generative Models (PaLM2)](https://github.com/GoogleCloudPlatform/Sensitive-Data-Protection-for-Vertex-AI-PaLM2)

- Conversational AI

  - [Contact Center AI Samples](https://github.com/GoogleCloudPlatform/contact-center-ai-samples)

  - [Reimagining Customer Experience 360](https://github.com/GoogleCloudPlatform/dialogflow-ccai-omnichannel)

- Document AI

  - [Document AI Samples](https://github.com/GoogleCloudPlatform/document-ai-samples)

- Duet AI

  - [Cymbal Superstore](https://github.com/GoogleCloudPlatform/cymbal-superstore)

- Cloud Databases

  - [GenAI Databases Retrieval App](https://github.com/GoogleCloudPlatform/genai-databases-retrieval-app)

- Other

  - [ai-on-gke](https://github.com/GoogleCloudPlatform/ai-on-gke)

  - [ai-infra-cluster-provisioning](https://github.com/GoogleCloudPlatform/ai-infra-cluster-provisioning)

  - [solutions-genai-llm-workshop](https://github.com/GoogleCloudPlatform/solutions-genai-llm-workshop)

  - [terraform-genai-doc-summarization](https://github.com/GoogleCloudPlatform/terraform-genai-doc-summarization)

  - [terraform-genai-knowledge-base](https://github.com/GoogleCloudPlatform/terraform-genai-knowledge-base)

  - [genai-product-catalog](https://github.com/GoogleCloudPlatform/genai-product-catalog)

  - [solutionbuilder-terraform-genai-doc-summarization](https://github.com/GoogleCloudPlatform/solutionbuilder-terraform-genai-doc-summarization)

  - [solutions-viai-edge-provisioning-configuration](https://github.com/GoogleCloudPlatform/solutions-viai-edge-provisioning-configuration)

  - [mis-ai-accelerator](https://github.com/GoogleCloudPlatform/mis-ai-accelerator)

  - [dataflow-opinion-analysis](https://github.com/GoogleCloudPlatform/dataflow-opinion-analysis)

## Contributing

Contributions welcome! See the [Contributing Guide](https://github.com/GoogleCloudPlatform/generative-ai/blob/main/CONTRIBUTING.md).

## Getting help

Please use the [issues page](https://github.com/GoogleCloudPlatform/generative-ai/issues) 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.