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Axiom AI SDK provides an API to wrap your AI calls with observability instrumentation.
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# Axiom AI
Axiom AI SDK provides an API to wrap your AI calls with observability instrumentation.
## Model Wrapping
```ts
import { createOpenAI } from '@ai-sdk/openai';
import { axiomAIMiddleware } from 'axiom/ai';
import { wrapLanguageModel } from 'ai';
const openai = createOpenAI({
apiKey: process.env.OPENAI_API_KEY!,
compatibility: 'strict',
});
const model = openai('gpt-4o-mini');
export const gpt4oMini = wrapLanguageModel({
model,
middleware: [axiomAIMiddleware({ model })],
});
```
## Tool Wrapping
```ts
import { tool } from 'ai';
import { wrapTool } from 'axiom/ai';
import { z } from 'zod';
const getWeather = tool({
description: 'Get current weather for a city',
parameters: z.object({
city: z.string().describe('The city name'),
country: z.string().describe('The country code'),
}),
execute: async ({ city, country }) => {
// Your tool implementation
return {
city,
country,
temperature: 22,
condition: 'sunny',
};
},
});
// Wrap the tool for observability
const wrappedWeatherTool = wrapTool('weatherTool', weatherTool);
```
## Making AI Calls
```ts
const result = await withSpan(
{ capability: 'weather_bot', step: 'get_weather' },
(span) => {
return generateText({
model: gpt4oMini,
messages: [{ role: 'user', content: 'What is the weather in London?' }],
tools: {
getWeather: wrappedWeatherTool,
},
})
}
)
```
## Install
```bash
npm install axiom
```
## Documentation
For more information about how to set up and use the Axiom JavaScript SDK, read documentation on [axiom.co/docs/ai-engineering/quickstart](https://axiom.co/docs/ai-engineering/quickstart).