Qdrant

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Qdrant is a Machine Control Protocol (MCP) server designed to store and retrieve information from a Qdrant vector database. It enables efficient storage of text data, enhanced with optional metadata, and facilitates semantic search capabilities for retrieving stored information. The server integrates FastEmbed for generating text embeddings and supports environment-based configuration along with Docker deployment, making it easy to set up and manage.

Características Principales

• Stores text information with optional metadata in Qdrant
• Integrates FastEmbed for text embeddings
• Docker support
• Performs semantic search for stored information
• Environment-based configuration
• 0 GitHub stars

Casos de Uso

• Storing and searching knowledge base articles
• Building question-answering systems
• Semantic search within documentation