Update app.py

app.py

@@ -31,7 +31,11 @@ def load_embedding_model():
 
 embedding_model = load_embedding_model()
 
-# --- 3. Initialize ChromaDB ---
+# --- 3. Generate & Store Embeddings ---
+def get_sentence_transformer_embeddings(text):
+    return embedding_model.encode(text).tolist()
+
+# --- 4. Initialize ChromaDB ---
 chroma_client = chromadb.PersistentClient(path="./chroma_db")  # Removed the telemetry argument
 
 @st.cache_resource
@@ -57,10 +61,6 @@ def load_or_generate_recipe_embeddings(recipes_df):
 
 collection = load_or_generate_recipe_embeddings(recipes_df)
 
-# --- 4. Generate & Store Embeddings ---
-def get_sentence_transformer_embeddings(text):
-    return embedding_model.encode(text).tolist()
-
 # --- 5. Retrieve Similar Recipes ---
 def retrieve_recipes(query, top_k=3):
     try: