Update retrival.py

retrival.py

@@ -271,8 +271,8 @@ def save_to_chroma(chunks: list[Document], name: str):
 
     try:
         # Load the embedding model
-        #embedding_function = HuggingFaceEmbeddings(model_name="all-MiniLM-L6-v2")
-        embedding_function = HuggingFaceEmbeddings(model_name="mixedbread-ai/mxbai-embed-large-v1")
+        embedding_function = HuggingFaceEmbeddings(model_name="all-MiniLM-L6-v2")
+        #embedding_function = HuggingFaceEmbeddings(model_name="mixedbread-ai/mxbai-embed-large-v1")
         # Create Chroma DB for documents using from_documents [NOTE: Some of the data is converted to string because int and float show null if added]
         print("Creating document vector database...")
         db = Chroma.from_documents(