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Qdrant is a vector database built for semantic search. Instead of searching only by exact keywords, Qdrant lets you search by meaning. It stores embeddings — numeric representations of text, images, or other data — and finds nearby vectors using similarity search. The basic Qdrant concepts are: Collections Vectors Payload metadata ...
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