Update app.py

app.py

@@ -45,9 +45,9 @@ collection = client.get_or_create_collection(
 # Load the embedding model
 #embedding_model = SentenceTransformer('sentence-transformers/paraphrase-MiniLM-L6-v2')
 #embedding_model = SentenceTransformer('sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2')
-embedding_model= SentenceTransformer("nomic-ai/nomic-embed-text-v1", trust_remote_code=True)
+#embedding_model= SentenceTransformer("nomic-ai/nomic-embed-text-v1", trust_remote_code=True)
 #embedding_model= SentenceTransformer("nomic-ai/nomic-embed-text-v2-moe", trust_remote_code=True)
-
+embedding_model = SentenceTransformer("intfloat/multilingual-e5-base")
 
 # Initialize the text splitter
 text_splitter = RecursiveCharacterTextSplitter(chunk_size=1200, chunk_overlap=300)