---
title: "DeepSeek + Weaviate"
description: "DeepSeek offers a range of models for natural language processing and generation. Weaviate seamlessly integrates with the DeepSeek API, allowing users to leverage DeepSeek's generative models directly from the Weaviate Database."
url: https://docs.weaviate.io/weaviate/model-providers/deepseek
---

# DeepSeek + Weaviate

DeepSeek offers a range of models for natural language processing and generation. Weaviate seamlessly integrates with the DeepSeek API, allowing users to leverage DeepSeek's generative models directly from the Weaviate Database.

This integration empowers developers to build sophisticated AI-driven applications with ease.

## Integrations with DeepSeek

### Generative AI models for RAG

![Single prompt RAG integration generates individual outputs per search result](https://docs.weaviate.io/assets/images/integration_deepseek_rag_single-f79a15d8dba0fea847d3d17f85730d8f.png)

DeepSeek's generative AI models can generate human-like text based on given prompts and contexts.

[Weaviate's generative AI integration](https://docs.weaviate.io/weaviate/model-providers/deepseek/generative) enables users to perform retrieval augmented generation (RAG) directly from the Weaviate Database. This combines Weaviate's efficient storage and fast retrieval capabilities with DeepSeek's generative AI models to generate personalized and context-aware responses.

[DeepSeek generative AI integration page](https://docs.weaviate.io/weaviate/model-providers/deepseek/generative)

## Summary

This integration enables developers to leverage DeepSeek's generative models directly within Weaviate.

In turn, it simplifies the process of building AI-driven applications to speed up your development process, so that you can focus on creating innovative solutions.

## Get started

You must provide a valid DeepSeek API key to Weaviate for this integration. Go to [DeepSeek](https://platform.deepseek.com/) to sign up and obtain an API key.

Then, go to the relevant integration page to learn how to configure Weaviate with the DeepSeek models and start using them in your applications.

- [Generative AI](https://docs.weaviate.io/weaviate/model-providers/deepseek/generative)