---
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
---