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Feature/marp 578 handling feedback release vertex ai connector (#8)
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tvtphuc-axonivy authored Jul 9, 2024
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# Vertex AI Google

- Gemini 1.5 Pro is a foundation model that performs well at a variety of multimodal tasks such as visual understanding, classification, summarization, and creating content from image. It's adept at processing visual and text inputs such as photographs and screenshots.
- Our app helps user to chat directly with Gemini 1.5 and VertexAI Gemini 1.5 Pro by sending text and images. It seamlessly allows to toggle between 2 applications together.
Vertex AI is a platform offered by Google Cloud designed specifically for developing and deploying machine learning models. It provides a suite of services and tools to support the entire lifecycle of machine learning projects, from data processing and preparation to model development, deployment, and management in production.

## Demo

### Submit with model VertexAI-Gemini
For our connector, we have focused on the Gemini model. Gemini is an AI model, optimized for multimodal tasks, particularly **processing visual and textual inputs**. It enables functionalities such as
- visual understanding
- classification
- summarization
- and text generation based on images.

![](images/chat-with-vertexAi.jpg)
## Demo

### Submit with model Gemini
### Use Case: Text Generation based on images

![](images/chat-with-gemini.jpg)

### Switch between the two models using a dropdown menu

![](images/select-model-to-chat.jpg)
![](images/select-model-to-chat.jpg)

Note: For our simple "Cat-Use-Case" it does not make a difference using the Vertex-AI-Gemini-API or the Gemini-API directly.

- Use **Vertex AI Gemini API** if you rather would like to use the cloud based Google AI universe (BigDataQuery, ModelTraining and - deployment, Monitoring and logging).
- If you are looking for a rather flexible, low-cost and ease of use API than use the **Gemini-API** directly.

## Setup

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