Update app.py

app.py

@@ -35,9 +35,9 @@ def split_text(text, chunk_size=500, overlap=50):
 def get_embeddings(text):
     response = openai.Embedding.create(
         input=text,
-        model="text-embedding-ada-002"
+        model="text-embedding-3-snmall"
     )
-    return np.array(response['data'][0]['embedding'])
+    return np.array(response.data[0].embedding)
 
 # Function to retrieve relevant chunks
 def retrieve_relevant_chunks(query, chunks, chunk_embeddings):