Update utils.py

utils.py

@@ -25,21 +25,25 @@ def embedding_function(items_to_embed: list[str]):
     embedded_items = sentence_model.encode(
         items_to_embed
     )
+    print(len(embedded_items))
+    print(type(embedded_items[0]))
+    print(type(embedded items[0][0]))
     return embedded_items
 
 def chroma_upserting(collection, payload:list[dict]):
     print('upserting')
-    for idx, item in enumerate(payload):
-        print("printing item:")
-        print(type(item))
-        embedding = list(embedding_function(item['doc']))
-        print(type(embedding))
-        collection.add(
-            documents=item['doc'],
-            embeddings=[embedding],
-            #metadatas=item,
-            ids=f"id_{idx}"
-        )
+    
+    #for idx, item in enumerate(payload):
+    #    print("printing item:")
+    #    print(type(item))
+    embedding = list(embedding_function(item['doc']))
+    #    print(type(embedding))
+    #    collection.add(
+    #        documents=item['doc'],
+    #        embeddings=[embedding],
+    #        #metadatas=item,
+    #        ids=f"id_{idx}"
+    #    )
 
 def search_chroma(collection, query:str):
     results = collection.query(