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23 lines
773 B
Markdown
23 lines
773 B
Markdown
---
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title: DocArray
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aliases: [ ../integrations/docarray/ ]
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---
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# DocArray
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You can use Qdrant natively in DocArray, where Qdrant serves as a high-performance document store to enable scalable vector search.
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DocArray is a library from Jina AI for nested, unstructured data in transit, including text, image, audio, video, 3D mesh, etc.
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It allows deep-learning engineers to efficiently process, embed, search, recommend, store, and transfer the data with a Pythonic API.
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To install DocArray with Qdrant support, please do
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```bash
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pip install "docarray[qdrant]"
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```
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## Further Reading
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- [DocArray documentations](https://docarray.jina.ai/advanced/document-store/qdrant/).
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- [Source Code](https://github.com/docarray/docarray/blob/main/docarray/index/backends/qdrant.py)
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