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.gitattributes

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+*.msgpack filter=lfs diff=lfs merge=lfs -text
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.gitignore

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+# Python
+*.pyc
+*.pyo
+*.pyd
+__pycache__/
+*.so
+*.dll
+*.dylib
+
+# Django
+*.log
+local_settings.py
+# db.sqlite3
+db.sqlite3-journal
+media/
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Editors
+.vscode/
+.idea/
+*.sublime-project
+*.sublime-workspace
+
+# OS
+.DS_Store
+Thumbs.db

32982-360.mp4

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+version https://git-lfs.github.com/spec/v1
+oid sha256:a51ce85f68f0673a83e948098d60de37ca3a4784afadbfadf1024f067e0e852d
+size 1050131

Dockerfile

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+
+# Use an official Python runtime as a parent image
+# Using 3.8 based on TensorFlow 2.4 compatibility
+FROM python:3.8-slim
+
+# Set environment variables
+ENV PYTHONDONTWRITEBYTECODE 1
+ENV PYTHONUNBUFFERED 1
+
+# Set work directory
+WORKDIR /app
+
+# Install system dependencies
+# libgl1-mesa-glx is often needed for opencv (cv2)
+# gcc and python3-dev are needed for building some python packages
+RUN apt-get update && apt-get install -y \
+    gcc \
+    libgl1-mesa-glx \
+    libglib2.0-0 \
+    && rm -rf /var/lib/apt/lists/*
+
+# Install python dependencies
+COPY requirements.txt /app/
+RUN pip install --upgrade pip
+RUN pip install --no-cache-dir -r requirements.txt
+
+# Copy project
+COPY . /app/
+
+# Collect static files
+# RUN python manage.py collectstatic --noinput
+# (Commented out because it might fail without proper static storage config, enables manual run if needed)
+
+# Expose port 7860 (Hugging Face Default)
+EXPOSE 7860
+
+# Default command (overridden by Render/Docker Compose)
+# Start both the web server and the telegram bot
+# Copy and make the start script executable
+COPY start.sh /app/
+RUN chmod +x /app/start.sh
+
+# Start using the script
+CMD ["/app/start.sh"]

db.sqlite3

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+version https://git-lfs.github.com/spec/v1
+oid sha256:3cf8ea55015389ab7742f044569978652211e3a5429d53701c22a6eec834b33f
+size 147456

manage.py

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+#!/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', 'credit_card.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()

render.yaml

@@ -0,0 +1,13 @@
+
+services:
+  - type: web
+    name: fraud-guard-bot
+    env: docker
+    plan: free
+    envVars:
+      - key: DEBUG
+        value: "False"
+      - key: ALLOWED_HOSTS
+        value: "*"
+      - key: SECRET_KEY
+        generateValue: true

requirements.txt

@@ -0,0 +1,235 @@
+absl-py==0.15.0
+aiohttp==3.8.6
+aiosignal==1.3.1
+anyio==3.7.1
+argon2-cffi==23.1.0
+argon2-cffi-bindings==21.2.0
+asgiref==3.7.2
+astor==0.8.1
+astunparse==1.6.3
+async-timeout==4.0.3
+asynctest==0.13.0
+attrdict==2.0.1
+attrs==24.2.0
+audioread==3.0.1
+backcall==0.2.0
+backports.zoneinfo==0.2.1
+base58==2.1.1
+beautifulsoup4==4.14.0
+bitarray==3.7.2
+bleach==6.0.0
+cached-property==1.5.2
+cachetools==5.5.2
+certifi==2025.10.5
+cffi==1.15.1
+chardet==5.2.0
+charset-normalizer==3.4.3
+ckzg==1.0.2
+click==8.1.8
+colorama==0.4.6
+cryptography==2.9.2
+cvzone==1.6.1
+cycler==0.11.0
+cytoolz==0.12.3
+debugpy==1.7.0
+decorator==5.1.1
+defusedxml==0.7.1
+Django==3.2.25
+django-cors-headers==4.1.0
+djangorestframework==3.15.1
+djangorestframework-simplejwt==5.3.0
+docopt==0.6.2
+efficientnet==1.1.1
+entrypoints==0.4
+eth-abi==4.2.1
+eth-account==0.10.0
+eth-hash==0.5.2
+eth-keyfile==0.6.1
+eth-keys==0.4.0
+eth-rlp==0.3.0
+eth-typing==3.5.2
+eth-utils==2.3.2
+exceptiongroup==1.3.0
+fastjsonschema==2.21.2
+filelock==3.12.2
+Flask==2.2.5
+flatbuffers==1.12
+fonttools==4.38.0
+frozenlist==1.3.3
+fsspec==2023.1.0
+future==1.0.0
+gast==0.3.3
+google-auth==2.41.1
+google-auth-oauthlib==0.4.6
+google-pasta==0.2.0
+grpcio==1.32.0
+gTTS==2.5.4
+h5py==2.10.0
+hexbytes==0.3.1
+huepy==1.2.1
+huggingface-hub==0.16.4
+idna==3.10
+imageai==2.1.6
+imageio==2.31.2
+imbalanced-learn==0.7.0
+imblearn==0.0
+importlib-metadata==6.7.0
+importlib-resources==5.12.0
+imutils==0.5.4
+iniconfig==2.0.0
+ipfsapi==0.4.4
+ipfshttpclient==0.4.13.2
+ipykernel==6.16.2
+ipython==7.34.0
+ipython-genutils==0.2.0
+itsdangerous==2.1.2
+jedi==0.19.2
+Jinja2==3.1.6
+joblib==1.3.2
+Js2Py==0.74
+jsonschema==4.17.3
+jupyter-server==1.24.0
+jupyter_client==7.4.9
+jupyter_core==4.12.0
+jupyterlab-pygments==0.2.2
+Keras==2.4.3
+Keras-Applications==1.0.8
+Keras-Preprocessing==1.1.2
+keras-resnet==0.2.0
+kiwisolver==1.4.5
+lazy_loader==0.4
+libclang==18.1.1
+librosa==0.10.2.post1
+lightgbm==4.6.0
+livereload==2.7.1
+llvmlite==0.39.1
+lru-dict==1.2.0
+lxml==5.4.0
+Markdown==3.4.4
+markdown2==2.4.13
+MarkupSafe==2.1.5
+matplotlib==3.3.2
+matplotlib-inline==0.1.6
+mistune==3.0.2
+msgpack==1.0.5
+mtcnn==0.1.0
+multiaddr==0.0.9
+multidict==6.0.5
+nbclassic==1.2.0
+nbclient==0.7.4
+nbconvert==7.6.0
+nbformat==5.8.0
+nest-asyncio==1.6.0
+netaddr==1.3.0
+networkx==2.6.3
+nltk==3.8.1
+notebook==6.5.7
+notebook_shim==0.2.4
+numba==0.56.4
+numpy==1.19.3
+oauthlib==3.2.2
+opencv-python==4.11.0.86
+opt-einsum==3.3.0
+packaging==24.0
+pandas==1.3.5
+pandocfilters==1.5.1
+
+parso==0.8.5
+pickleshare==0.7.5
+Pillow==9.5.0
+
+pkgutil_resolve_name==1.3.10
+platformdirs==4.0.0
+playsound==1.3.0
+pluggy==1.2.0
+pooch==1.8.2
+prometheus-client==0.17.1
+prompt_toolkit==3.0.48
+protobuf==3.16.0
+psutil==7.0.0
+py-cpuinfo==9.0.0
+pyasn1==0.5.1
+pyasn1-modules==0.3.0
+pycparser==2.21
+pycryptodome==3.23.0
+Pygments==2.17.2
+pyjsparser==2.7.1
+PyJWT==2.8.0
+PyMySQL==0.9.3
+pyparsing==3.1.4
+
+PyPrind==2.11.3
+pyrsistent==0.19.3
+pySmartDL==1.3.4
+pyswarms==1.3.0
+pytesseract==0.3.10
+pytest==7.4.4
+python-dateutil==2.9.0.post0
+pytz==2025.2
+pyunormalize==16.0.0
+PyWavelets==1.3.0
+
+
+PyYAML==6.0.1
+pyzmq==26.2.1
+regex==2024.4.16
+requests==2.31.0
+requests-oauthlib==2.0.0
+rlp==3.0.0
+rsa==4.9.1
+safetensors==0.3.3.post1
+scikit-image==0.19.3
+scikit-learn==1.0.2
+scipy==1.4.1
+seaborn==0.12.2
+Send2Trash==1.8.3
+sentence-transformers==2.2.2
+sentencepiece==0.2.0
+six==1.15.0
+sniffio==1.3.1
+soundfile==0.13.1
+soupsieve==2.4.1
+soxr==0.3.7
+spektral==1.3.1
+sqlparse==0.4.4
+SwarmPackagePy==1.0.0a5
+tensorboard==2.11.2
+tensorboard-data-server==0.6.1
+tensorboard-plugin-wit==1.8.1
+tensorflow==2.4.0
+tensorflow-estimator==2.4.0
+
+tensorflow-io-gcs-filesystem==0.31.0
+termcolor==1.1.0
+terminado==0.17.1
+threadpoolctl==3.1.0
+tifffile==2021.11.2
+tinycss2==1.2.1
+tokenizers==0.13.3
+tomli==2.0.1
+toolz==0.12.1
+torch==1.13.1
+torchvision==0.14.1
+tornado==6.2
+tqdm==4.67.1
+traitlets==5.9.0
+transformers==4.30.2
+typing_extensions==4.7.1
+tzdata==2025.2
+tzlocal==5.1
+ultralytics==8.0.145
+urllib3==1.26.16
+utils==1.0.2
+varint==1.0.2
+vite==1.5.2
+wcwidth==0.2.14
+web3==6.20.4
+webencodings==0.5.1
+websocket-client==1.6.1
+websockets==11.0.3
+Werkzeug==2.2.3
+wrapt==1.12.1
+xgboost==1.6.2
+yarl==1.9.4
+zipp==3.15.0
+gunicorn==20.1.0

start.sh

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+#!/bin/bash
+
+# Apply database migrations
+python manage.py migrate
+
+# Collect static files
+python manage.py collectstatic --noinput
+
+# Start the Telegram Bot in the background
+python manage.py run_telegram_bot &
+
+# Start the Web Server in the foreground (so the container stays running)
+exec gunicorn credit_card.wsgi:application --bind 0.0.0.0:7860