This necessitated modifications to the SDK. Now, the LLM application API returns a JSON instead of a string. The JSON includes the output message, usage details, and cost:

```text

{

"message": string,

"usage": {

"prompt_tokens": int,

"completion_tokens": int,

"total_tokens": int

},

"cost": float

}
```

* * *