Vertex AI Retail Search
byksmin23
0Exposes Google Cloud's Vertex AI Search for Commerce as an AI agent tool, facilitating natural language product queries.
About
This lightweight server acts as a bridge, transforming Google Cloud's powerful Vertex AI Search for Commerce into a readily consumable tool for AI agents. Built using Python and FastMCP, it enables agents to intuitively search product catalogs with natural language queries, streamlining product discovery within AI-driven applications and offering the potential for personalized search experiences.
Key Features
- Lightweight MCP server built with FastMCP
- Enables personalized search results via an optional `visitor_id`
- Simple environment variable setup using a `.env` file
- Includes a comprehensive Google Cloud Run deployment guide
- 0 GitHub stars
- Provides `search_products` tool for natural language product catalog searches
Use Cases
- Integrating advanced product search capabilities into AI-driven e-commerce applications
- Empowering AI agents to perform natural language product searches in real-time
- Developing custom AI tools for product discovery and retrieval from commercial catalogs