Spaces:
Sleeping
Sleeping
Commit ·
4071046
1
Parent(s): 107a5c6
Merge branch 'Ai' into main
Browse files
app.py
CHANGED
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@@ -15,13 +15,18 @@ from datasets import Dataset
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# ===============================
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# 2️⃣ إعداد المتغيرات
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# ===============================
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MODEL_NAME = "Qwen/Qwen2.5-0.5B-Instruct"
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FLASK_PORT = 7860
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os.makedirs(DATA_DIR, exist_ok=True)
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DATASET_FILE = os.path.join(DATA_DIR, "dataset.json")
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# ===============================
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# 3️⃣ تحميل الموديل الأساسي
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# ===============================
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@@ -73,6 +78,15 @@ CORS(app)
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trainer = None
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current_dataset = None
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# ===============================
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# 5a️⃣ توليد نصوص (generate)
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# ===============================
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@@ -81,18 +95,27 @@ def generate():
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try:
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data = request.json
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prompt = data.get("prompt", "").strip()
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if current_dataset is None:
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return jsonify({
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"messages": [
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{
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"role": "assistant",
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"content": "⚖️ أنا زين، مساعد
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}
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]
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})
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# البحث في الداتا
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for item in current_dataset:
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lines = item["text"].split("\n")
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for line in lines:
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@@ -105,6 +128,11 @@ def generate():
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"role": role.strip().lower(),
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"content": content.strip()
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})
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return jsonify({"messages": response_messages})
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# 🟡 fallback (لو مفيش في الداتا)
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@@ -119,6 +147,7 @@ def generate():
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return jsonify({
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"messages": [
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{"role": "assistant", "content": reply}
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]
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})
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@@ -129,7 +158,6 @@ def generate():
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{"role": "assistant", "content": f"خطأ: {str(e)}"}
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]
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})
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# ===============================
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# 🟢 تحميل الداتا من الملف عند البداية
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# ===============================
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# ===============================
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# 2️⃣ إعداد المتغيرات
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# ===============================
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MODEL_NAME = "Qwen/Qwen2.5-0.5B-Instruct"
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FLASK_PORT = 7860
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SAVE_DIR = "/tmp/lora_model"
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DATA_DIR = "/tmp/data"
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os.makedirs(DATA_DIR, exist_ok=True)
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os.makedirs(SAVE_DIR, exist_ok=True)
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DATASET_FILE = os.path.join(DATA_DIR, "dataset.json")
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# ===============================
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# 3️⃣ تحميل الموديل الأساسي
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# ===============================
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trainer = None
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current_dataset = None
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# ===============================
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# Fake Database (مؤقت للتجربة)
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# ===============================
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users_db = {
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"1": {"name": "Ahmed Elsayed", "role": "Student"},
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"2": {"name": "Mona Ali", "role": "Lawyer"},
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"3": {"name": "Omar Hassan", "role": "Client"}
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}
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# ===============================
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# 5a️⃣ توليد نصوص (generate)
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# ===============================
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try:
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data = request.json
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prompt = data.get("prompt", "").strip()
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user_id = str(data.get("userId", "")).strip()
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# 🔍 التحقق من المستخدم
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user_info = users_db.get(user_id)
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if not user_info:
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return jsonify({"error": "User not found"}), 404
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user_name = user_info["name"]
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# 📌 لو مفيش داتا حالياً
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if current_dataset is None:
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return jsonify({
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"messages": [
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{
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"role": "assistant",
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"content": f"⚖️ أهلاً {user_name}! أنا زين، مساعدك الذكي. برجاء طرح سؤال قانوني."
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}
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]
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})
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# 🔎 البحث في الداتا
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for item in current_dataset:
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lines = item["text"].split("\n")
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for line in lines:
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"role": role.strip().lower(),
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"content": content.strip()
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})
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# 📌 إضافة اسم المستخدم في البداية
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response_messages.insert(0, {
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"role": "assistant",
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"content": f"أهلاً {user_name} 👋"
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})
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return jsonify({"messages": response_messages})
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# 🟡 fallback (لو مفيش في الداتا)
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return jsonify({
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"messages": [
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{"role": "assistant", "content": f"أهلاً {user_name} 👋"},
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{"role": "assistant", "content": reply}
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]
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})
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{"role": "assistant", "content": f"خطأ: {str(e)}"}
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]
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})
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# ===============================
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# 🟢 تحميل الداتا من الملف عند البداية
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# ===============================
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