updated and tested

NaturalHistory_Transformer_API_v1.0/.gitignore

@@ -1,5 +1,65 @@
+# Byte-compiled / optimized / DLL files
 __pycache__/
-*.pyc
-*.pyo
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+env/
+venv/
+ENV/
+build/
+dist/
+*.egg-info/
+
+# PyInstaller
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+coverage.xml
+*.cover
+.hypothesis/
+.pytest_cache/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# PyCharm
+.idea/
+
+# VS Code
+.vscode/
+
+# macOS
+.DS_Store
+
+# Windows
+Thumbs.db
+desktop.ini
+
+# JetBrains IDEs
+.idea/
+
+# Environments
 .env
+.env.local
+.env.production
+.env.test
+
+# Logs
 logs/
+*.log
+
+# Docker
+docker-compose.override.yml

NaturalHistory_Transformer_API_v1.0/README.md

@@ -7,7 +7,7 @@ This API utilizes a transformer-based machine learning model to predict the rele
 - [Getting Started](#getting-started)
 - [Running the Application](#running-the-application)
 - [API Documentation](#api-documentation)
-
+- [Feedback](#feedback)
 
 ## Features
 
@@ -73,3 +73,5 @@ The API documentation is available via Swagger UI and can be accessed at:
  You can use the interactive documentation to test the endpoints and understand the API.
 
 
+### Feedback:
+   If you have any feedback or questions, please contact [email protected], [email protected].

NaturalHistory_Transformer_API_v1.0/docker-compose.yml

@@ -12,10 +12,10 @@ services:
         source: ./app/saved_model
         target: /app/saved_model
 
-  test:
-    build: .
-    env_file:
-      - .env
-    volumes:
-      - .:/app
-    command: ["python", "-m", "unittest", "discover", "-s", "tests"]
+#  test:
+#    build: .
+#    env_file:
+#      - .env
+#    volumes:
+#      - .:/app
+#    command: ["python", "-m", "unittest", "discover", "-s", "tests"]

NaturalHistory_Transformer_API_v1.0/requirements.txt

@@ -6,4 +6,7 @@ python-dotenv==0.21.0
 uvicorn==0.18.3
 fastapi==0.111.0
 anyio==3.6.2
-httpx==0.24.0
+httpx==0.24.0
+nvidia-cuda-nvrtc-cu12==12.1.105
+nvidia-cuda-runtime-cu12==12.1.105
+nvidia-cuda-cupti-cu12==12.1.105