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.gitattributes

@@ -33,3 +33,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+db.sqlite3 filter=lfs diff=lfs merge=lfs -text
+index.faiss filter=lfs diff=lfs merge=lfs -text

db.sqlite3

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:965ba20399acfb7a5f33412ff226322b2640f1f344f5173f5ae17a938209b875
+size 151552

dockerfile

@@ -0,0 +1,19 @@
+FROM python:3.11-slim
+
+RUN apt-get update && apt-get install -y \
+    build-essential \
+    libpq-dev \
+    && rm -rf /var/lib/apt/lists/*
+
+WORKDIR /app
+
+COPY requirements.txt .
+RUN pip install --no-cache-dir -r requirements.txt
+
+COPY . .
+
+ENV PORT=7860
+EXPOSE 7860
+
+ENV PYTHONPATH=/app/backend
+CMD ["gunicorn", "core.wsgi:application", "--bind", "0.0.0.0:7860", "--chdir", "/app/backend"]

index.faiss

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:705a256cb9f9ac5aa97c22bc5fc04c0cc6c2b454bcd183547712836a603e4483
+size 228909

index.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d925361c7c5e3fbf59a6925864907ec8ae4820ab310154650f199b63ce57ea3e
+size 196188

manage.py

@@ -0,0 +1,22 @@
+#!/usr/bin/env python
+"""Django's command-line utility for administrative tasks."""
+import os
+import sys
+
+
+def main():
+    """Run administrative tasks."""
+    os.environ.setdefault('DJANGO_SETTINGS_MODULE', 'core.settings')
+    try:
+        from django.core.management import execute_from_command_line
+    except ImportError as exc:
+        raise ImportError(
+            "Couldn't import Django. Are you sure it's installed and "
+            "available on your PYTHONPATH environment variable? Did you "
+            "forget to activate a virtual environment?"
+        ) from exc
+    execute_from_command_line(sys.argv)
+
+
+if __name__ == '__main__':
+    main()

requirements.txt

@@ -0,0 +1,27 @@
+# Django & Base
+Django>=5.0
+djangorestframework
+django-cors-headers
+python-dotenv
+requests
+gunicorn
+whitenoise
+
+# Google AI (Gemini & LangChain)
+google-generativeai
+langchain
+langchain-community
+langchain-google-genai
+
+# Procesamiento de Imágenes (Para el OCR)
+Pillow
+
+# RAG & Vectores (FAISS + HuggingFace)
+faiss-cpu
+langchain-huggingface
+sentence-transformers
+chromadb
+
+# Motores de Cálculo (Necesarios para CrossEncoder y Embeddings)
+torch
+numpy

seed.py

@@ -0,0 +1,57 @@
+import os
+import sys
+import django
+import random
+
+sys.path.append(os.path.dirname(os.path.abspath(__file__)))
+
+os.environ.setdefault('DJANGO_SETTINGS_MODULE', 'core.settings')
+
+try:
+    django.setup()
+    print("Conexión exitosa")
+except Exception as e:
+    print(f"Error: {e}")
+    sys.exit(1)
+
+from api.models import Socio, Solicitud
+from faker import Faker
+
+fake = Faker('es_ES')
+
+def run_seed():
+    print("Creando usuarios y préstamos de prueba....")
+    
+    barrios = ["San Vicente", "Sajonia", "Centro", "Lambaré", "Villa Morra", "Trinidad"]
+
+    for i in range(50):
+        s = Socio.objects.create(
+            nombre=fake.first_name(),
+            apellido=fake.last_name(),
+            cedula=str(random.randint(500000, 7000000)),
+            telefono="0981" + str(random.randint(100000, 999999)),
+            ciudad="Asunción",
+            barrio=random.choice(barrios),
+            direccion=f"Calle {fake.street_name()} {fake.building_number()}",
+            estado=random.choice(["Activo", "Pendiente"])
+        )
+
+        Solicitud.objects.create(
+            nombre=f"{s.nombre} {s.apellido}",
+            cedula=s.cedula,
+            monto=random.randint(5000000, 50000000),
+            plazo=random.choice([12, 24, 36, 48]),
+            cuota=random.randint(400000, 1500000),
+            ingresos=random.randint(4000000, 12000000),
+            gastos=random.randint(1000000, 4000000),
+            tipo_credito=random.choice(["Consumo", "Vivienda"]),
+            estado=random.choice(["Pendiente", "Aprobado", "Rechazado"])
+        )
+        
+        if (i + 1) % 10 == 0:
+            print(f"  - Procesados {i + 1}/50...")
+
+    print("Base de datos funciono correctamente")
+
+if __name__ == "__main__":
+    run_seed()