diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..ba90a28
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,12 @@
+FROM python:3.11-slim
+ 
+WORKDIR /app
+ 
+COPY requirements.txt .
+RUN pip install --no-cache-dir -r requirements.txt
+ 
+COPY . .
+ 
+EXPOSE 7860
+ 
+CMD ["python", "app.py"]
diff --git a/encoders.pkl b/encoders.pkl
new file mode 100644
index 0000000..c631dd0
Binary files /dev/null and b/encoders.pkl differ
diff --git a/flagged/log.csv b/flagged/log.csv
new file mode 100644
index 0000000..d987e54
--- /dev/null
+++ b/flagged/log.csv
@@ -0,0 +1,2 @@
+Project Type,Team Size,Performance Need,Experience Level,output,flag,username,timestamp
+Real-time App,3,High,Expert,🔧 Recommended Tech Stack: Node.js + Redis,,,2025-11-24 15:31:40.554013
diff --git a/model.pkl b/model.pkl
new file mode 100644
index 0000000..1bb3da2
Binary files /dev/null and b/model.pkl differ
diff --git a/requirements.txt b/requirements.txt
index a69c1d8..be3a777 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -2,3 +2,4 @@ scikit-learn==1.3.2
 pandas==2.1.4
 numpy==1.26.4
 gradio==4.44.1
+huggingface-hub==0.25.1