Removed useless files

.gitignore

@@ -1,11 +1,22 @@
-ProjectEnv
-models
-.pytest_cache
-data/__pycache__
-data/dataset
-app/__pycache__
-*.pyc
+# Virtual envs / environments
+ProjectEnv/
+.venv/
+venv/
+
+# Model artifacts / data
+models/
+data/dataset/
+data/__pycache__/
+
+# Python caches
+**/__pycache__/
+*.py[cod]
+
+# Pytest cache
+.pytest_cache/
+
+# Environment files
 .env
-src/__pycache__
-tests/__pycache__
 
+# Bytecode again (in case)
+*.pyc

README.md

@@ -10,4 +10,36 @@ pinned: false
 
 # Sentiment Analysis API
 
-????
+The top part of this file is meant to run a docker image in Hugging Face (more details below).
+
+Structure of the project folder:
+
+.github/
+    └── workflows/
+        ├── huggingface-space-deploy.yml
+        └── python-app.yml
+data/
+    └── load_data.py
+models/
+src/
+    ├── app/
+        ├── __pycache__/
+            └── config.cpython-311.pyc
+        ├── __init__.py
+        ├── app_post.py
+        ├── app.py
+        ├── config.py
+        └── utils.py
+    └── train_model.py
+tests/
+    └── test_app.py
+.dockerignore
+.gitignore
+docker-compose.yml
+Dockerfile
+env_config.sh
+prometheus.yml
+pytest.ini
+README.md
+requirements.txt
+

src/app/app_post.py

@@ -1,6 +1,6 @@
 import requests
 
-url = "http://127.0.0.1:8000/predict"
+url = "https://lucabadiali-ml-ops-project.hf.space/predict"
 
 data = {
     "input_texts" : [