Created Streamlit app UI

.gitignore

@@ -208,4 +208,6 @@ __marimo__/
 
 # Data
 raw/
-processed/
+processed/
+
+.DS_store

frontend/Dockerfile

@@ -0,0 +1,20 @@
+FROM python:3.12-slim
+
+# Set the working directory in the container
+WORKDIR /app
+
+# Copy the requirements file into the container at /app
+COPY frontend/requirements.txt /app/
+
+# Install any needed packages specified in requirements.txt
+RUN pip install --no-cache-dir -r requirements.txt
+
+# Copy the application code into the container at /app
+COPY frontend/readcrumbs_app.py /app/
+
+
+# Make port 8501 available to the world outside this container
+EXPOSE 8501
+
+# Run app.py when the container launches
+CMD ["streamlit", "run", "app.py"]

frontend/readcrumbs_app.py

@@ -0,0 +1,49 @@
+import streamlit as st
+import requests
+
+# API URL (probably need to change)
+API_URL = "http://54.91.115.10:8000"
+
+# Setup the streamlit page
+title = "Readcrumbs"
+description = "Provides book recommendations based on your favorite titles."
+st.set_page_config(page_title=title, page_icon="📚")
+st.title(title)
+st.write(description)
+
+input_text = st.text_area("What are some of your favorite books?", height=150)
+
+# Button and Prediction Logic:
+# Use the return value of st.button() to control when the prediction is made.
+if st.button("Analyze Sentiment"):
+    # If no review is entered, show a warning.
+    if input_text.strip() == "":
+        st.warning("Please enter a movie review to analyze.")
+    else:
+        # Connect with the API to make a prediction. Should pass a list of titles. 
+        input_list = input_text.split(", ")
+
+        # Create json data from input_list. 
+        data_to_send = {
+            "items": input_list
+        }
+
+        response = requests.post(f"{API_URL}/predict", json=data_to_send)
+
+        if response.status_code == 200:
+            prediction = response.json()
+            prediction = prediction["recs"]
+
+        # Display result
+        st.subheader("Your Recommendations")
+        for r in prediction:
+            # display title
+            st.text(r)
+
+# Footer with name and link to GitHub repository
+st.divider()
+col1, col2 = st.columns(2)
+with col1:
+       st.markdown("Developed by Jordan Sinclair and Jordan Larson")
+with col2:
+    st.link_button("GitHub Repository", "https://github.com/smiley-maker/readcrumbs")

frontend/requirements.txt

@@ -0,0 +1 @@
+streamlit