chapter3_summarizer.py

import os
import gradio as gr
from openai import OpenAI

client = OpenAI(
    base_url="https://router.huggingface.co/v1",
    api_key=os.environ["HF_TOKEN"],
)

MODEL_ID = "zai-org/GLM-4.7-Flash:novita"

def summarize(text: str) -> str:
    text = text.strip()
    if not text:
        return "Please enter text to summarize."

    try:
        completion = client.chat.completions.create(
            model=MODEL_ID,
            messages=[
                {
                    "role": "system",
                    "content": (
                        "You are a concise summarizer. Read the text and produce a short, clear summary "
                        "in 2–3 sentences, preserving the main ideas."
                    ),
                },
                {
                    "role": "user",
                    "content": text,
                },
            ],
            max_tokens=160,
            temperature=0.4,
        )
        return completion.choices[0].message.content
    except Exception as e:
        return f"Error from model: {e}"

def app():
    return gr.Interface(
        fn=summarize,
        inputs=gr.Textbox(lines=6, label="Enter text to summarize"),
        outputs=gr.Textbox(label="Summary"),
        title="Chapter 3 – Summarizer (HF Router + OpenAI client)",
    )