NexDialogue
Provides a fast, AI-powered backend for e-commerce, enabling text-to-image, text-to-text search, and product filtering using advanced multimodal embeddings.
Acerca de
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.
Características Principales
- 0 GitHub stars
- Text-to-Image Product Search using Fashion-CLIP
- Text-to-Text Semantic Search leveraging Sentence Transformers
- Inventory Metadata Endpoint providing dynamic filter options
- Product Filtering API for refined search results by metadata
- Powered by FastMCP for seamless model and tool integration
Casos de Uso
- Building AI-powered search for e-commerce platforms
- Enhancing product discovery with multimodal search capabilities
- Integrating intelligent product filtering into online stores
