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Update app.py
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app.py
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import gradio as gr
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from utils import process_documents
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from rag_pipeline import RAGPipeline
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rag = RAGPipeline()
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log_messages.append(message)
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print(message)
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def upload_and_index(files):
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log_messages.clear()
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if not files:
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return "⚠️ يرجى رفع ملفات.", "", ""
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for file in files:
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chunks.
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index_status = rag.build_index(chunks, log_callback=log_callback)
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return index_status, "\n".join(log_messages), ""
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def answer_question(question):
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if not question.strip():
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return "⚠️ يرجى إدخال سؤال."
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log_messages.clear()
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answer = rag.answer_question(question, log_callback=log_callback)
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return answer
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with gr.Blocks(title="مساعد عربي للكتب") as demo:
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gr.Markdown("## 📚 مساعد ذكي للإجابة من كتبك باللغة العربية")
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with gr.Row():
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logs_output = gr.Textbox(label="📜 سجل العمليات", lines=12)
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upload_button.click(fn=upload_and_index, inputs=[file_input], outputs=[upload_output, logs_output, answer_output])
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submit_button.click(fn=answer_question, inputs=[question_input], outputs=[answer_output])
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demo.launch()
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import gradio as gr
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from rag_pipeline import RAGPipeline
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from utils import process_documents
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import asyncio
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import time
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rag = RAGPipeline()
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def log_message(msg, logs):
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logs.append(msg)
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return logs
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def upload_and_index(files, logs):
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logs = log_message("[RAG] بدء معالجة الملفات...", logs)
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all_chunks = []
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for file in files:
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logs = log_message(f"[RAG] معالجة الملف: {file.name}", logs)
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chunks = process_documents(file.name)
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all_chunks.extend(chunks)
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logs = log_message(f"[RAG] تم استخراج {len(chunks)} مقطع من {file.name}", logs)
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logs = log_message(f"[RAG] بناء الفهرس لـ {len(all_chunks)} مقطع...", logs)
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start = time.time()
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rag.build_index(all_chunks, logs)
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duration = time.time() - start
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logs = log_message(f"[RAG] تم بناء الفهرس في {duration:.2f} ثانية.", logs)
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return logs, True # True لتمكين مربع السؤال
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def answer_question(question, logs):
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logs = log_message(f"[RAG] استلام السؤال: {question}", logs)
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start = time.time()
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answer, sources = rag.answer(question)
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duration = time.time() - start
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logs = log_message(f"[RAG] تم الإجابة في {duration:.2f} ثانية.", logs)
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logs = log_message(f"[RAG] المصادر: {sources}", logs)
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return answer, logs
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with gr.Blocks() as demo:
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logs = gr.State([])
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gr.Markdown("# نظام استرجاع المعرفة من الملفات (RAG)")
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with gr.Row():
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files_input = gr.File(file_types=['.pdf', '.docx', '.txt'], file_count="multiple", label="رفع الملفات")
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upload_btn = gr.Button("رفع وبناء الفهرس")
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logs_output = gr.Textbox(label="سجل العمليات", lines=10, interactive=False)
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question_input = gr.Textbox(label="اكتب سؤالك هنا", visible=False)
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ask_btn = gr.Button("إرسال السؤال", visible=False)
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answer_output = gr.Textbox(label="الإجابة", lines=5)
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upload_btn.click(upload_and_index, inputs=[files_input, logs], outputs=[logs_output, question_input])
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upload_btn.click(lambda: True, None, question_input) # اظهار مربع السؤال
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upload_btn.click(lambda: True, None, ask_btn) # اظهار زر السؤال
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ask_btn.click(answer_question, inputs=[question_input, logs], outputs=[answer_output, logs_output])
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demo.launch()
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