app.py

import gradio as gr
from rag_pipeline import RAGPipeline
import time

rag = RAGPipeline()

def submit_question(user_question):
    start_time = time.time()
    response, passages = rag.answer_question(user_question)
    end_time = time.time()
    log = f"[⏱️] زمن الإجابة: {end_time - start_time:.2f} ثانية\n"
    for i, passage in enumerate(passages):
        log += f"[📘] المرجع {i+1}: {passage}\n"
    return response, log

with gr.Blocks() as demo:
    with gr.Row():
        with gr.Column():
            file_uploader = gr.File(file_types=[".pdf", ".docx", ".txt"], label="📂 رفع المستندات", file_count="multiple")
            upload_btn = gr.Button("⬆️ رفع ومعالجة")
            upload_log = gr.Textbox(label="🔍 سجل المعالجة", lines=10)

        with gr.Column():
            question = gr.Textbox(label="❓ اطرح سؤالك هنا")
            submit_btn = gr.Button("🔎 إرسال السؤال")
            answer = gr.Textbox(label="📜 الإجابة", lines=5)
            sources = gr.Textbox(label="🧭 المراجع", lines=10)

    upload_btn.click(fn=rag.load_and_index, inputs=[file_uploader], outputs=[upload_log])
    submit_btn.click(fn=submit_question, inputs=[question], outputs=[answer, sources])

demo.launch()