Vertex Agent Builder

Vertex AI Agent Builder is Google Cloud's enterprise-focused platform for developing and deploying generative AI solutions. FAQs below.

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Showing: 135 use cases
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Vertex AI Agent Builder
January 20, 2025
Document Processing Agent
The Document Processing Agent is an advanced system that combines Document AI Layout Parser capabilities with LLM-powered analysis to process complex documents. The system can extract key information from various document types and uses intelligent ranking to prioritize relevant information in its responses. It incorporates the Check Grounding API for validation, ensuring the reliability and accuracy of its outputs. The agent can handle multiple document formats and structures, making it versatile for various document processing needs.
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Document Processing
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Document Processing
7 hours
Vertex AI Agent Builder
January 20, 2025
Enterprise Data RAG Agent
The Enterprise Data RAG Agent is a specialized system that implements Retrieval Augmented Generation (RAG) using Vertex AI Search capabilities. It connects with various enterprise applications such as JIRA, ServiceNow, and Hadoop to index and access current organizational data. The agent ensures response accuracy by grounding its answers in company-specific information while maintaining strict data security protocols. This system creates a bridge between enterprise data sources and AI-powered information retrieval, making organizational knowledge more accessible.
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Information Retrieval
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Information Retrieval
8 hours
Vertex AI Agent Builder
January 20, 2025
Google Search Enhanced Agent
The Google Search Enhanced Agent is an advanced AI system that combines generative AI capabilities with real-time Google Search integration. This integration allows the agent to ground its responses in current search results, significantly improving the accuracy and relevance of its answers. The system uses dynamic retrieval mechanisms to intelligently balance between using search results and model training data, optimizing both response quality and operational costs. The agent can provide up-to-date information while maintaining the conversational abilities of a traditional AI assistant.
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Information Retrieval
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Information Retrieval
4 hours
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Frequently asked questions

Can I use Vertex AI for free?

No, Vertex AI is not free. It operates on a pay-as-you-use model, billing users based on the compute resources and services they utilize. Costs are influenced by factors such as data volume, analysis type, and resource choices, with no free tier available.

How to enable Vertex AI agent builder API?

To enable the Vertex AI Agent Builder API, create a Google Cloud project with billing enabled, navigate to the Agent Builder page, agree to the Terms of Service, and activate the API. Ensure access control by assigning the Discovery Engine Admin role to relevant users or groups within your project.

What does Vertex AI agent builder do?

Vertex AI Agent Builder is a platform that allows developers, even those with limited machine learning skills, to create enterprise-grade generative AI applications. It leverages Google's foundation models and conversational AI technologies to facilitate the integration of conversational interfaces into various applications, enhancing user interaction through engaging experiences.