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---
title: Embeddings Integrations
description: Qdrant’s integrations allow you to bring state-of-the-art AI and machine learning capabilities, and to enrich data analysis and search precision.
link:
url: /documentation/embeddings/
text: See All Embeddings
integrations:
- id: 0
icon:
src: /img/integrations/integration-cohere.svg
alt: Cohere logo
title: Cohere
description: Integrate Qdrant with Cohere's co.embed API and Python SDK.
- id: 1
icon:
src: /img/integrations/integration-gemini.svg
alt: Gemini logo
title: Gemini
description: Connect Qdrant with Google's Gemini Embedding Model API seamlessly.
- id: 2
icon:
src: /img/integrations/integration-open-ai.svg
alt: OpenAI logo
title: OpenAI
description: Easily integrate OpenAI embeddings with Qdrant using the official Python SDK.
- id: 3
icon:
src: /img/integrations/integration-aleph-alpha.svg
alt: Aleph Alpha logo
title: Aleph Alpha
description: Integrate Qdrant with Aleph Alpha's multimodal, multilingual embeddings.
- id: 4
icon:
src: /img/integrations/integration-jina.svg
alt: Jina logo
title: Jina AI
description: Easily integrate Qdrant with Jina AI's embeddings API.
- id: 5
icon:
src: /img/integrations/integration-aws.svg
alt: AWS logo
title: AWS Bedrock
description: Utilize AWS Bedrock's embedding models with Qdrant seamlessly.
sitemapExclude: true
---