{"id":20312949,"url":"https://github.com/fardinhash/generative-ai","last_synced_at":"2026-04-20T07:04:09.486Z","repository":{"id":238444540,"uuid":"796539619","full_name":"FardinHash/generative-ai","owner":"FardinHash","description":"Sample code and notebooks for Generative AI on Google Cloud, including Gemini","archived":false,"fork":false,"pushed_at":"2024-05-06T06:48:53.000Z","size":56543,"stargazers_count":3,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-03-04T08:34:53.088Z","etag":null,"topics":["ai","gcp","gemini","gen-ai","generative-ai","google-cloud","google-gemini","langchain","large-language-models","llm","prompt","prompt-engineering","vertex-ai"],"latest_commit_sha":null,"homepage":"","language":"Jupyter 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Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Generative AI\n\nWelcome to the Google Cloud [Generative AI](https://cloud.google.com/ai/generative-ai) repository.\n\n\u003ca href=\"gemini\"\u003e\u003cimg src=\"https://lh3.googleusercontent.com/eDr6pYKs1tT0iK0nt3pPhvVlP2Wn96fbGqbWgBAARRZ7isej037g_tWobjV8zQkxOsWzJuEH8p-fksczXUOeqxGZZIo_HUCdkn8q-a4fuwATD7Q9Xrs=w2456-l100-sg-rj-c0xffffff\" style=\"width:35em\"\u003e\u003c/a\u003e\n\nThis 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).\n\nFor more Vertex AI samples, please visit the [Vertex AI samples Github repository](https://github.com/GoogleCloudPlatform/vertex-ai-samples/).\n\n## Using this repository\n\n[![Applied AI Summit: The cloud toolkit for generative AI](https://img.youtube.com/vi/xT7WW2SKLfE/hqdefault.jpg)](https://www.youtube.com/watch?v=xT7WW2SKLfE)\n\n\u003c!-- markdownlint-disable MD033 --\u003e\n\u003ctable\u003e\n\n  \u003ctr\u003e\n    \u003cth\u003e\u003c/th\u003e\n    \u003cth style=\"text-align: center;\"\u003eDescription\u003c/th\u003e\n    \u003cth style=\"text-align: center;\"\u003eContents\u003c/th\u003e\n  \u003c/tr\u003e\n    \u003ctr\u003e\n    \u003ctd\u003e\n      \u003cimg src=\"https://storage.googleapis.com/github-repo/img/gemini/Spark__Gradient_Alpha_100px.gif\" width=\"45px\"\u003e\n      \u003cbr\u003e\n      \u003ca href=\"gemini/\"\u003e\u003ccode\u003egemini/\u003c/code\u003e\u003c/a\u003e\n    \u003c/td\u003e\n    \u003ctd\u003e\n      Discover Gemini through starter notebooks, use cases, function calling, sample apps, and more.\n    \u003c/td\u003e\n    \u003ctd\u003e\u003ca href=\"gemini/\"\u003eSample notebooks, apps, use cases\u003c/a\u003e\u003c/td\u003e\n  \u003c/tr\u003e\n  \u003ctr\u003e\n    \u003ctd\u003e\n      \u003cimg src=\"https://www.gstatic.com/images/branding/gcpiconscolors/service_discovery/v1/24px.svg\" width=\"40px\"\u003e\n      \u003cbr\u003e\n      \u003ca href=\"search/\"\u003e\u003ccode\u003esearch/\u003c/code\u003e\u003c/a\u003e\n    \u003c/td\u003e\n    \u003ctd\u003eUse this folder if you're interested in using \u003ca href=\"https://cloud.google.com/enterprise-search\"\u003eVertex AI Search\u003c/a\u003e, 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)\u003c/td\u003e\n    \u003ctd\u003e\u003ca href=\"search\"\u003eSample apps, use cases\u003c/a\u003e\u003c/td\u003e\n  \u003c/tr\u003e\n  \u003ctr\u003e\n    \u003ctd\u003e\n      \u003cimg src=\"https://www.gstatic.com/images/branding/gcpiconscolors/dialogflow_cx/v1/24px.svg\" width=\"40px\"\u003e\n      \u003cbr\u003e\n      \u003ca href=\"conversation/\"\u003e\u003ccode\u003econversation/\u003c/code\u003e\u003c/a\u003e\n    \u003c/td\u003e\n    \u003ctd\u003eUse this folder if you're interested in using \u003ca href=\"https://cloud.google.com/generative-ai-app-builder\"\u003eVertex AI Conversation\u003c/a\u003e, 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)\u003c/td\u003e\n    \u003ctd\u003e\u003ca href=\"conversation\"\u003eSample apps, use cases\u003c/a\u003e\u003c/td\u003e\n  \u003c/tr\u003e\n  \u003ctr\u003e\n    \u003ctd\u003e\n      \u003cimg src=\"https://fonts.gstatic.com/s/i/short-term/release/googlesymbols/edit_note/default/40px.svg\"\u003e\n      \u003cbr\u003e\n      \u003ca href=\"language/\"\u003e\u003ccode\u003elanguage/\u003c/code\u003e\u003c/a\u003e\n    \u003c/td\u003e\n    \u003ctd\u003e\n      Use this folder if you're interested in building your own solutions from scratch using Google's language foundation models (Vertex AI PaLM API).\n      \u003cul\u003e\n        \u003cli\u003e\u003ca href=\"https://cloud.google.com/vertex-ai/docs/generative-ai/language-model-overview#palm-api\"\u003e\u003ccode\u003etext-bison\u003c/code\u003e\u003c/a\u003e model\u003c/li\u003e\n        \u003cli\u003e\u003ca href=\"https://cloud.google.com/vertex-ai/docs/generative-ai/language-model-overview#palm-api\"\u003e\u003ccode\u003echat-bison\u003c/code\u003e\u003c/a\u003e model\u003c/li\u003e\n        \u003cli\u003e\u003ca href=\"https://cloud.google.com/vertex-ai/docs/generative-ai/language-model-overview#palm-api\"\u003e\u003ccode\u003etextembedding-gecko\u003c/code\u003e\u003c/a\u003e model\u003c/li\u003e\n        \u003cli\u003e\u003ca href=\"https://cloud.google.com/vertex-ai/docs/generative-ai/code/code-models-overview\"\u003e\u003ccode\u003ecode-bison\u003c/code\u003e\u003c/a\u003e model\u003c/li\u003e\n        \u003cli\u003e\u003ca href=\"https://cloud.google.com/vertex-ai/docs/generative-ai/code/code-models-overview\"\u003e\u003ccode\u003ecode-gecko\u003c/code\u003e\u003c/a\u003e model\u003c/li\u003e\n        \u003cli\u003e\u003ca href=\"https://cloud.google.com/vertex-ai/docs/generative-ai/code/code-models-overview\"\u003e\u003ccode\u003ecodechat-bison\u003c/code\u003e\u003c/a\u003e model\u003c/li\u003e\n        \u003cli\u003eprompt design\u003c/li\u003e\n        \u003cli\u003edeploying apps\u003c/li\u003e\n        \u003cli\u003etuning models\u003c/li\u003e\n        \u003cli\u003egrounded responses\u003c/li\u003e\n        \u003cli\u003e\u003ca href=\"https://www.langchain.com/\"\u003elangchain\u003c/a\u003e with Google's foundation models\u003c/li\u003e\n      \u003c/ul\u003e\n    \u003c/td\u003e\n    \u003ctd\u003e\u003ca href=\"language\"\u003eSample notebooks, apps, use cases\u003c/a\u003e\u003c/td\u003e\n  \u003c/tr\u003e\n  \u003ctr\u003e\n    \u003ctd\u003e\n      \u003cimg src=\"https://fonts.gstatic.com/s/i/short-term/release/googlesymbols/image/default/40px.svg\"\u003e\n      \u003cbr\u003e\n      \u003ca href=\"vision/\"\u003e\u003ccode\u003evision/\u003c/code\u003e\u003c/a\u003e\n    \u003c/td\u003e\n    \u003ctd\u003e\n      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).\n      These are the features that Imagen on Vertex AI offers:\n      \u003cul\u003e\n        \u003cli\u003eImage generation\u003c/li\u003e\n        \u003cli\u003eImage editing\u003c/li\u003e\n        \u003cli\u003eVisual captioning\u003c/li\u003e\n        \u003cli\u003eVisual question answering\u003c/li\u003e\n      \u003c/ul\u003e\n    \u003c/td\u003e\n    \u003ctd\u003e\u003ca href=\"vision/\"\u003eSample notebooks, apps, use cases\u003c/a\u003e\u003c/td\u003e\n  \u003c/tr\u003e\n  \u003ctr\u003e\n    \u003ctd\u003e\n      \u003cimg src=\"https://fonts.gstatic.com/s/i/short-term/release/googlesymbols/mic/default/40px.svg\"\u003e\n      \u003cbr\u003e\n      \u003ca href=\"speech/\"\u003e\u003ccode\u003espeech/\u003c/code\u003e\u003c/a\u003e\n    \u003c/td\u003e\n    \u003ctd\u003e\n      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).\n    \u003c/td\u003e\n    \u003ctd\u003e\u003ca href=\"speech/\"\u003eSample notebooks, apps, use cases\u003c/a\u003e\u003c/td\u003e\n  \u003c/tr\u003e\n  \u003ctr\u003e\n    \u003ctd\u003e\n      \u003cimg src=\"https://fonts.gstatic.com/s/i/short-term/release/googlesymbols/build/default/40px.svg\"\u003e\n      \u003cbr\u003e\n      \u003ca href=\"setup-env/\"\u003e\u003ccode\u003esetup-env/\u003c/code\u003e\u003c/a\u003e\n    \u003c/td\u003e\n    \u003ctd\u003eInstructions on how to set up Google Cloud, the Vertex AI Python SDK, and notebook environments on Google Colab and Vertex AI Workbench.\u003c/td\u003e\n    \u003ctd\u003e\u003ca href=\"setup-env\"\u003eSetup instructions\u003c/a\u003e\u003c/td\u003e\n  \u003c/tr\u003e\n  \u003ctr\u003e\n    \u003ctd\u003e\n      \u003cimg src=\"https://fonts.gstatic.com/s/i/short-term/release/googlesymbols/media_link/default/40px.svg\"\u003e\n      \u003cbr\u003e\n      \u003ca href=\"RESOURCES.md\"\u003e\u003ccode\u003eRESOURCES.md\u003c/code\u003e\u003c/a\u003e\n    \u003c/td\u003e\n    \u003ctd\u003eLearning resources (e.g. blogs, Youtube playlists) about Generative AI on Google Cloud\u003c/td\u003e\n    \u003ctd\u003e\u003ca href=\"RESOURCES.md\"\u003eResources (e.g. videos, blogposts, learning paths)\u003c/a\u003e\u003c/td\u003e\n  \u003c/tr\u003e\n\u003c/table\u003e\n\u003c!-- markdownlint-enable MD033 --\u003e\n\n## Related Repositories\n\n- [Google Cloud Applied AI Engineering](https://github.com/GoogleCloudPlatform/applied-ai-engineering-samples)\n- [Generative AI for Marketing using Google Cloud](https://github.com/GoogleCloudPlatform/genai-for-marketing)\n- [Generative AI for Developer Productivity](https://github.com/GoogleCloudPlatform/genai-for-developers)\n- Vertex AI Core\n  - [Vertex AI Samples](https://github.com/GoogleCloudPlatform/vertex-ai-samples)\n  - [MLOps with Vertex AI](https://github.com/GoogleCloudPlatform/mlops-with-vertex-ai)\n  - [Developing NLP solutions with T5X and Vertex AI](https://github.com/GoogleCloudPlatform/t5x-on-vertex-ai)\n  - [AlphaFold batch inference with Vertex AI Pipelines](https://github.com/GoogleCloudPlatform/vertex-ai-alphafold-inference-pipeline)\n  - [Serving Spark ML models using Vertex AI](https://github.com/GoogleCloudPlatform/vertex-ai-spark-ml-serving)\n  - [Sensitive Data Protection (Cloud DLP) for Vertex AI Generative Models (PaLM2)](https://github.com/GoogleCloudPlatform/Sensitive-Data-Protection-for-Vertex-AI-PaLM2)\n- Conversational AI\n  - [Contact Center AI Samples](https://github.com/GoogleCloudPlatform/contact-center-ai-samples)\n  - [Reimagining Customer Experience 360](https://github.com/GoogleCloudPlatform/dialogflow-ccai-omnichannel)\n- Document AI\n  - [Document AI Samples](https://github.com/GoogleCloudPlatform/document-ai-samples)\n- Duet AI\n  - [Cymbal Superstore](https://github.com/GoogleCloudPlatform/cymbal-superstore)\n- Cloud Databases\n  - [GenAI Databases Retrieval App](https://github.com/GoogleCloudPlatform/genai-databases-retrieval-app)\n- Other\n  - [ai-on-gke](https://github.com/GoogleCloudPlatform/ai-on-gke)\n  - [ai-infra-cluster-provisioning](https://github.com/GoogleCloudPlatform/ai-infra-cluster-provisioning)\n  - [solutions-genai-llm-workshop](https://github.com/GoogleCloudPlatform/solutions-genai-llm-workshop)\n  - [terraform-genai-doc-summarization](https://github.com/GoogleCloudPlatform/terraform-genai-doc-summarization)\n  - [terraform-genai-knowledge-base](https://github.com/GoogleCloudPlatform/terraform-genai-knowledge-base)\n  - [genai-product-catalog](https://github.com/GoogleCloudPlatform/genai-product-catalog)\n  - [solutionbuilder-terraform-genai-doc-summarization](https://github.com/GoogleCloudPlatform/solutionbuilder-terraform-genai-doc-summarization)\n  - [solutions-viai-edge-provisioning-configuration](https://github.com/GoogleCloudPlatform/solutions-viai-edge-provisioning-configuration)\n  - [mis-ai-accelerator](https://github.com/GoogleCloudPlatform/mis-ai-accelerator)\n  - [dataflow-opinion-analysis](https://github.com/GoogleCloudPlatform/dataflow-opinion-analysis)\n\n## Contributing\n\nContributions welcome! See the [Contributing Guide](https://github.com/GoogleCloudPlatform/generative-ai/blob/main/CONTRIBUTING.md).\n\n## Getting help\n\nPlease use the [issues page](https://github.com/GoogleCloudPlatform/generative-ai/issues) to provide suggestions, feedback or submit a bug report.\n\n## Disclaimer\n\nThis repository itself is not an officially supported Google product. The code in this repository is for demonstrative purposes only.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffardinhash%2Fgenerative-ai","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ffardinhash%2Fgenerative-ai","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffardinhash%2Fgenerative-ai/lists"}