googlecloudplatform--generative-ai/gemini/sample-apps/README.md

Sample Applications

This directory contains sample applications that demonstrate how to use the Gemini API in Vertex AI.

Applications

• Accelerating Product Innovation: A solution for product category and brand owners to accelerate product innovation using Generative AI.
• End-to-End Gen AI App Starter Pack: This project has moved to https://github.com/GoogleCloudPlatform/agent-starter-pack.
• Finance Advisor with Spanner: A demo application that showcases how to use Spanner and Vertex AI to build a financial advisor application.
• FixMyCar: A retrieval-augmented generation (RAG) sample application to troubleshoot your car using the owner's manual.
• Gemini Hallucination Check: A confidence-targeted, abstention-aware hallucination evaluator for Gemini.
• Gemini with Mesop on Cloud Run: A sample application that demonstrates how to use the Mesop UI framework with the Gemini API on Cloud Run.
• Gemini with Quart on Cloud Run: A sample application that demonstrates non-blocking communication with Quart and the Gemini Live API on Cloud Run.
• Gemini with Streamlit on Cloud Run: A sample application that demonstrates how to use the Streamlit framework with the Gemini API on Cloud Run.
• GenWealth: A demo application for a fictional financial services company that showcases how to build trustworthy Gen AI features into existing applications using AlloyDB AI, Vertex AI, Cloud Run, and Cloud Functions.
• Image Bash JAM: A collection of bash scripts to test Gemini from the command line, including image and audio examples.
• LlamaDeploy on Cloud Run: A LlamaIndex Workflow application that demonstrates how to deploy and interact with Llama workflows using the llama-deploy library and deploying the service on Cloud Run.
• LlamaIndex RAG: An advanced Retrieval-Augmented Generation (RAG) system using LlamaIndex and Google Cloud Vertex AI for rapid prototyping and experimentation.
• Photo Discovery: A demo that integrates a Vertex AI Agent with a multi-platform Flutter app to identify landmarks and merchandise from photos.
• Quickbot: An innovative, out-of-the-box solution enabling users to deploy sophisticated AI Agents as full-stack cloud applications on their own Google Cloud Platform (GCP) accounts, entirely without requiring any coding expertise.
• SWOT Agent: A web application that performs automated SWOT analysis (Strengths, Weaknesses, Opportunities, Threats) using the Gemini 2.0 Flash model and the Pydantic AI agent framework.