Shypd.aiThe largest open index of AI toolsqdrant-client is a Coding & Development tool that provides a Python client library for the Qdrant vector search engine. It enables both synchronous and asynchronous interaction with the Qdrant API, supporting local mode and server connections.
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qdrant-client is a Python client library designed for seamless interaction with the Qdrant vector search engine. It offers comprehensive type definitions for all Qdrant API methods, facilitating both synchronous and asynchronous requests. The library supports a local mode for development, prototyping, and testing without requiring a running Qdrant server, and can easily switch to server mode for scaling. Key features include REST and gRPC support, minimal dependencies, and extensive test coverage. Additionally, it provides an Inference API for creating embeddings locally with FastEmbed or remotely with Qdrant Cloud models, simplifying the process of generating and uploading vectors.
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