| What You Get |
Inference Runs Inside Your Cluster |
Qdrant Cloud Inference ships a set of hosted models you call through the same API as your database. |
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Your application sending text and images to an embedding model inside a Qdrant Cloud cluster, writing to collections A, B, and C |
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One call from query to result. |
Send raw text, image or multivectors, get ranked results back. Your application code handles one request type, covering both vectorization and retrieval in a single operation. |
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Run hybrid search at no inference cost. |
Pair a free dense model like all-MiniLM-L6-v2 with BM25; free models carry no token charges and are available even on free-tier clusters. SPLADE and other larger models are metered. Sparse and dense embeddings run together, so keyword-precision and semantic recall are available in the same query through the same managed endpoint. Cluster resources bill as usual. |
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| Read About Inference |
/documentation/inference/ |
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