run_model.py

import os
import openai

from prompt import system_instruction, user_prompt

client = openai.OpenAI(
    base_url="https://api.cerebras.ai/v1",
    api_key=os.environ.get("CEREBRAS_API_KEY")
)

def run(input_text):
    completion = client.chat.completions.create(
        model="llama-4-scout-17b-16e-instruct", 
        temperature=0.0,
        seed=42,
        messages=[
            {
                "role": "system",
                "content": system_instruction
            },
            {
                "role": "user",
                "content": user_prompt
            },
            {
                "role": "user",
                "content": f"Time Entry Input: `{input_text}`"
            }
        ]
    )

    print(completion)

    return completion.choices[0].message.content