app.py

import gradio as gr
from cohere.client import Client
from cohere.core import ApiError
import fitz

def extract_text_from_pdf(file_path):
    doc = fitz.open(file_path)
    text = ""
    for page in doc:
        text += page.get_text()
    return text

def summarize_pdf(api_key, file):
    try:
        cli = Client(api_key)

        text = extract_text_from_pdf(file.name)

        response = cli.chat_stream(
            message=f"""
            I want a summary explaining the content of the following text, the summary must be in the same language the text is written in.
            I want you to return directly the summary and ONLY the summary. The text is from a PDF file.
            The text is as follows:
            {text}
            """,
            model="command-nightly"
        )

        current_text = ""
        for event in response:
            if event.event_type == "text-generation":
                current_text += event.text
                yield current_text

    except ApiError:
        yield "La clé API est invalide."

# def summarize_text(api_key, text):
#     try:
#         cli = Client(api_key)
#         response = cli.chat_stream(
#             message=f"""
#             I want a summary explaining the content ofthe following text, the summary must be in the same language the text is written in.
#             I want you to return directly the summary and ONLY the summary. The text is as follows:
#             {text}
#             """,
#             model="command-nightly"
#         )

#         current_text = ""
#         for event in response:
#             if event.event_type == "text-generation":
#                 current_text += event.text
#                 yield current_text

#     except ApiError as e:
#         yield "La clé API est invalide."

# def summarize(api_key, file, text):
#     if file is not None:
#         yield from summarize_pdf(api_key, file)
#     else:
#         yield from summarize_text(api_key, text)    

def summarize(api_key, file):
    yield from summarize_pdf(api_key, file)

boxs = [
    gr.Textbox(lines=1, label="Cohere API Key", placeholder="Entrez votre clé API"),
    gr.File(label="Le fichier à résumer"),
    # gr.Textbox(lines=5, label="Le texte à résumer", placeholder="Entrez le texte à résumer")
]

output_box = gr.Textbox(label="le résumé")

gr.Interface(
    fn=summarize,
    inputs=boxs,
    outputs=output_box,
    description="Voici un outil pour résumer vos documents.",
    title="Votre résumeur automatique de documents",
    theme=gr.themes.Soft(),
    allow_flagging=False
).launch()