Language model integration for DeepSeek platform using Vercel AI SDK. Provides seamless access to DeepSeek's chat models for text generation, code assistance, and conversational AI applications.
Integrate DeepSeek's language models into your application using the Vercel AI SDK. This skill enables you to use DeepSeek's chat models for text generation, code assistance, and conversational AI.
This skill helps you integrate the DeepSeek provider from the Vercel AI SDK into your Node.js or TypeScript project. DeepSeek offers powerful language models optimized for various tasks including code generation, reasoning, and natural language understanding.
First, install the required packages:
```bash
npm i @ai-sdk/deepseek ai
```
Obtain your DeepSeek API key from [DeepSeek Platform](https://www.deepseek.com) and set it as an environment variable:
```bash
export DEEPSEEK_API_KEY="your-api-key-here"
```
Or add it to your `.env` file:
```
DEEPSEEK_API_KEY=your-api-key-here
```
Import the DeepSeek provider in your code:
```typescript
import { deepseek } from '@ai-sdk/deepseek';
import { generateText } from 'ai';
```
Use the provider to generate text:
```typescript
const { text } = await generateText({
model: deepseek('deepseek-chat'),
prompt: 'Your prompt here',
});
console.log(text);
```
```typescript
import { deepseek } from '@ai-sdk/deepseek';
import { generateText } from 'ai';
const { text } = await generateText({
model: deepseek('deepseek-chat'),
prompt: 'Write a TypeScript function that validates email addresses using regex',
});
```
```typescript
import { deepseek } from '@ai-sdk/deepseek';
import { streamText } from 'ai';
const result = await streamText({
model: deepseek('deepseek-chat'),
prompt: 'Explain how async/await works in JavaScript',
});
for await (const chunk of result.textStream) {
process.stdout.write(chunk);
}
```
```typescript
import { deepseek } from '@ai-sdk/deepseek';
import { generateText } from 'ai';
const { text } = await generateText({
model: deepseek('deepseek-chat'),
messages: [
{ role: 'system', content: 'You are a helpful coding assistant.' },
{ role: 'user', content: 'How do I handle errors in Express.js?' },
],
});
```
1. **Check existing dependencies**: Search for `package.json` to verify current AI SDK setup
2. **Install packages**: Run `npm i @ai-sdk/deepseek ai` if not already installed
3. **Verify environment variables**: Check for `DEEPSEEK_API_KEY` in `.env` or environment configuration
4. **Import provider**: Add `import { deepseek } from '@ai-sdk/deepseek'` to the target file
5. **Replace or add model calls**: Update existing AI SDK calls to use `deepseek('deepseek-chat')`
6. **Test integration**: Verify the implementation with a simple prompt
7. **Handle errors**: Add appropriate error handling for API calls
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