Update app.py

app.py

@@ -2,6 +2,7 @@ import streamlit as st
 import torch
 import pandas as pd
 import numpy as np
+from flask import Flask, request, jsonify
 from torch_geometric.data import Data
 from torch_geometric.nn import GATConv
 from sentence_transformers import SentenceTransformer
@@ -122,3 +123,19 @@ user_input = st.text_input("Enter text to find the most similar video")
 if user_input:
     recommendations = get_similar_and_recommend(user_input)
     st.json(recommendations)
+
+
+
+@app.route('/recommend', methods=['POST'])
+def recommend():
+    input_text = request.json['input_text']
+
+    recommendations = get_similar_and_recommend(input_text)
+    return jsonify(recommendations)
+
+# Create a simple Streamlit interface with instructions
+st.title("Video Recommendation API")
+st.write("Use POST requests to `/recommend` with JSON data {'input_text': '<your text>'}")
+
+if __name__ == "__main__":
+    app.run(host='0.0.0.0', port=8501)