53 lines
2.2 KiB
Markdown
53 lines
2.2 KiB
Markdown
# Update Models
|
|
|
|
The chatbot template ships with [xAI](https://sdk.vercel.ai/providers/ai-sdk-providers/xai) as the default model provider. Since the template is powered by the [AI SDK](https://sdk.vercel.ai), which supports [multiple providers](https://sdk.vercel.ai/providers/ai-sdk-providers) out of the box, you can easily switch to another provider of your choice.
|
|
|
|
To update the models, you will need to update the custom provider called `myProvider` at `/lib/ai/models.ts` shown below.
|
|
|
|
```ts
|
|
import { customProvider } from "ai";
|
|
import { xai } from "@ai-sdk/xai";
|
|
|
|
export const myProvider = customProvider({
|
|
languageModels: {
|
|
"chat-model-small": xai("grok-2-1212"),
|
|
"chat-model-reasoning": wrapLanguageModel({
|
|
model: fireworks("accounts/fireworks/models/deepseek-r1"),
|
|
middleware: extractReasoningMiddleware({ tagName: "think" }),
|
|
}),
|
|
"title-model": xai("grok-2-1212"),
|
|
"artifact-model": xai("grok-2-1212"),
|
|
},
|
|
imageModels: {
|
|
"small-model": openai.image("dall-e-2"),
|
|
"large-model": openai.image("dall-e-3"),
|
|
},
|
|
});
|
|
```
|
|
|
|
You can replace the models with any other provider of your choice. You will need to install the provider library and switch the models accordingly.
|
|
|
|
For example, if you want to use Anthropic's `claude-3-5-sonnet` model for `chat-model-large`, you can replace the `xai` model with the `anthropic` model as shown below.
|
|
|
|
```ts
|
|
import { customProvider } from "ai";
|
|
import { anthropic } from "@ai-sdk/anthropic";
|
|
|
|
export const myProvider = customProvider({
|
|
languageModels: {
|
|
"chat-model-small": openai("gpt-4o-mini"),
|
|
"chat-model-large": anthropic("claude-3-5-sonnet"), // Replace openai with anthropic
|
|
"chat-model-reasoning": wrapLanguageModel({
|
|
model: fireworks("accounts/fireworks/models/deepseek-r1"),
|
|
middleware: extractReasoningMiddleware({ tagName: "think" }),
|
|
}),
|
|
"title-model": openai("gpt-4-turbo"),
|
|
"artifact-model": openai("gpt-4o-mini"),
|
|
},
|
|
imageModels: {
|
|
"small-model": openai.image("dall-e-3"),
|
|
},
|
|
});
|
|
```
|
|
|
|
You can find the provider library and model names in the [provider](https://sdk.vercel.ai/providers/ai-sdk-providers)'s documentation. Once you have updated the models, you should be able to use the new models in your chatbot.
|