Update app.py

app.py

@@ -694,10 +694,10 @@ if __name__ == '__main__':
                 weakDict, tables = ppt_chunk(uploaded_file, nlp)
                 documents = weakDict.all_texts()
 
-                dense_embeddings = dense_model.embed_documents(documents)
-                print(f'dense: {type(dense_embeddings)}')
-                sparse_embeddings = list(sparse_model.embed(documents, 32))
-                print(f'dense: {type(sparse_embeddings)}')
+                dense = dense_model.embed_documents(documents)
+                print(f'dense: {type(dense)}')
+                sparse = list(sparse_model.embed(documents, 32))
+                print(f'dense: {type(sparse)}')
                 
 
                 client.upsert(
@@ -709,8 +709,8 @@ if __name__ == '__main__':
                             'metadatas': weakDict.all_metadatas()
                         },
                         vectors={
-                            'text-dense': dense_embeddings,
-                            'text-sparse': sparse_embeddings
+                            'text-dense': dense,
+                            'text-sparse': sparse
                         }
                     )
                 )