Vertex Search Snippets

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This lightweight server acts as a bridge, exposing the powerful capabilities of Google Cloud's Vertex AI Search as an MCP-compliant tool. It allows users to submit a query and receive high-quality search snippets or extractive results directly from documents indexed by Vertex AI Search, streamlining document discovery within any MCP ecosystem. The server is designed for easy deployment and configuration, providing a seamless way to leverage AI-powered search within your existing tools.

Características Principales

• Exposes Vertex AI Search capabilities as an MCP-compliant 'search' tool.
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• Retrieves configurable search snippets and extractive segments.
• Supports flexible configuration via command-line parameters, environment variables, and YAML.
• Integrates with Google Cloud's Vertex AI Search for document discovery.
• Available as pre-compiled executables for macOS, Linux, and Windows.

Casos de Uso

• Providing an MCP interface for accessing information indexed by Vertex AI Search.
• Enabling efficient document discovery by returning relevant content excerpts and segments.
• Integrating advanced AI-powered search functionality into an MCP client.