NexDialogue offers a fast, scalable, and intelligent search backend designed for e-commerce platforms. It enhances product discovery by supporting versatile search capabilities including text-to-image search using Fashion-CLIP for visual relevance, and text-to-text semantic search powered by Sentence Transformers for understanding query meaning. Additionally, it provides robust API endpoints for product filtering by various metadata such as brand, category, and price, and dynamic inventory metadata retrieval, all built upon the flexible Model Context Protocol (MCP) with FastMCP, ensuring seamless integration with other models and tools.
Key Features
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02Text-to-Image Product Search using Fashion-CLIP
03Text-to-Text Semantic Search leveraging Sentence Transformers
04Inventory Metadata Endpoint providing dynamic filter options
05Product Filtering API for refined search results by metadata
06Powered by FastMCP for seamless model and tool integration
