code

app.py

@@ -38,7 +38,7 @@ def get_image_embedding(image):
     return embedding
 
 # ✅ Function to Query Pinecone and Fetch Similar Images
-def search_similar_images(embedding, top_k=10):
+def search_similar_images(embedding, top_k=15):
     results = unsplash_index.query(
         vector=embedding,
         top_k=top_k,
@@ -70,7 +70,7 @@ if st.button("🔍 Search by Text"):
 
             st.write(f"**Photo ID**: {photo_id} | **Similarity Score**: {score:.4f}")
             if url:
-                st.image(url, caption=f"Photo ID: {photo_id}", use_column_width=True)
+                st.image(url, caption=f"Photo ID: {photo_id}", use_container_width=True)
             else:
                 st.warning(f"Image URL not found for Photo ID: {photo_id}")
     else:
@@ -82,7 +82,7 @@ uploaded_file = st.file_uploader("Upload an image...", type=["jpg", "png", "jpeg
 
 if uploaded_file:
     image = Image.open(uploaded_file).convert("RGB")
-    st.image(image, caption="Uploaded Image", use_column_width=True)
+    st.image(image, caption="Uploaded Image", use_container_width=True)
 
     if st.button("🔍 Search by Image"):
         with st.spinner("Generating embedding..."):
@@ -99,7 +99,7 @@ if uploaded_file:
 
             st.write(f"**Photo ID**: {photo_id} | **Similarity Score**: {score:.4f}")
             if url:
-                st.image(url, caption=f"Photo ID: {photo_id}", use_column_width=True)
+                st.image(url, caption=f"Photo ID: {photo_id}", use_container_width=True)
             else:
                 st.warning(f"Image URL not found for Photo ID: {photo_id}")