Create app.py

app.py

@@ -0,0 +1,32 @@
+import json
+
+import streamlit as st
+import requests
+
+st.title("Prompt Search Engine")
+
+query = st.text_input("Enter your query:")
+use_pinecone = st.radio(
+    "Choose search method:",
+    ('Pinecone Vector Search', 'Cosine Similarity')
+)
+n = st.number_input("Number of results:", min_value=1, max_value=20, value=5)
+
+if st.button("Search"):
+    search_method = use_pinecone == 'Pinecone Vector Search'
+    response = requests.post("http://localhost:5000/search", json={"query": query, "n": n, "use_pinecone": search_method})
+
+    # Log the response for debugging
+    st.write("Response Status Code:", response.status_code)
+
+    try:
+        results = response.json()
+        # for score, prompt in results:
+        #     st.write(f"{score:.2f} - {prompt}")
+        for result in results:
+            score = float(result['score'])
+            prompt = result['prompt']
+            st.write(f"{score:.2f} - {prompt}")
+    except json.JSONDecodeError as e:
+        st.error(f"Failed to decode JSON response: {e}")
+        st.write(response.content)