AI Agent for Vertex AI Search
Seamlessly integrate document search capabilities powered by Vertex AI and Gemini grounding. This AI Agent connects to your private Vertex AI Datastores, enabling fast, relevant, and context-aware search across your data. Benefit from enhanced information retrieval, improved productivity, and secure handling of your business knowledge base.
Connect and Search Across Multiple Vertex AI Datastores
Integrate one or multiple Vertex AI Datastores to leverage Gemini-powered search across all your internal documentation and assets. Quickly locate information grounded in your own data, ensuring accuracy and relevance while maintaining data privacy.
- Multi-Datastore Integration.
- Connect several Vertex AI Datastores for unified, enterprise-wide search.
- Secure Data Access.
- Maintain full control—your data never leaves your own Vertex AI environment.
- Accurate Results.
- AI answers are grounded in your actual documents, boosting search precision.
- Gemini-Powered Insights.
- Leverage Gemini’s generative capabilities, contextualized by your business data.
Flexible Deployment and Easy Setup
Deploy the MCP Vertex AI Search server using Docker or directly from source. Get started quickly with provided Dockerfiles and templates—customize configurations to suit your organizational needs.
- Docker & Python Package.
- Run on Docker or install directly as a Python package for maximum flexibility.
- Customizable Configuration.
- Easily modify YAML config files to match your architecture and access needs.
- Simple CLI Tools.
- Manage, search, and test your Vertex AI Search setup with clear command-line utilities.
Real-Time Search & Scalable Performance
Benefit from high-performance search with support for Server-Sent Events (SSE) and standard input/output transports. Scale your internal knowledge access as your data grows, with robust server management and fast response times.
- Real-Time Results.
- Get instant answers to your queries using fast and scalable transport options.
- Enterprise Scalability.
- Grow your search capabilities as your organization’s data expands.
- Configurable Server.
- Fine-tune server settings and transport preferences for optimal performance.
MCP INTEGRATION
Available Vertex AI Search MCP Integration Tools
The following tools are available as part of the Vertex AI Search MCP integration:
- search
Query and search documents using Vertex AI, grounding results in your private data for relevant answers.
Supercharge Your Document Search with Vertex AI
Experience private, grounded search powered by Gemini and Vertex AI. Integrate your data stores and get accurate, context-aware results in seconds.
What is Ubie
Ubie is a health-tech startup founded in Tokyo in 2017, with operations in Japan, Singapore, India, and the United States. The company develops AI-powered products aimed at making healthcare more accessible and efficient for everyone. Ubie's primary offerings include AI-driven symptom checkers and healthcare solutions that assist users in identifying possible causes of their symptoms, connecting them to appropriate medical care, and empowering healthcare professionals with advanced data tools. Ubie leverages cutting-edge artificial intelligence to bridge the gap between patients and healthcare providers, making healthcare navigation seamless, data-driven, and user-friendly.
Capabilities
What we can do with Ubie
With Ubie's services, users can interact with AI-powered health tools to better understand their symptoms, receive personalized healthcare recommendations, and access advanced search capabilities for medical data. Ubie's solutions are designed for both patients seeking quick insights and healthcare professionals needing robust data integration with AI. The MCP server for Vertex AI Search allows organizations to search documents using Vertex AI, ground AI responses in proprietary data, and integrate multiple data stores seamlessly.
- AI Symptom Checker
- Instantly assess symptoms and receive possible causes or advice using an AI-driven interface.
- Medical Data Integration
- Connect and ground AI responses in your organization's proprietary healthcare data with Vertex AI.
- Multi-datastore Search
- Integrate and search across multiple Vertex AI data stores for comprehensive information retrieval.
- Healthcare Workflow Automation
- Streamline patient triage and professional workflows using advanced AI search and data handling.
- Configurable Deployment
- Deploy on Docker or as a Python package, easily adapting to your infrastructure and needs.
What is Ubie
AI agents and automation platforms can benefit from Ubie's MCP server for Vertex AI Search by leveraging its ability to ground AI responses in proprietary healthcare data, automate document discovery, and provide real-time, relevant information retrieval. This enhances the intelligence and effectiveness of AI agents in healthcare settings, supporting smarter decision-making and more personalized patient care.