Update database.py

database.py

@@ -3,7 +3,7 @@ from langchain_chroma import Chroma
 from langchain_core.stores import InMemoryStore
 from langchain_core.documents import Document
 from langchain_classic.retrievers.multi_vector import MultiVectorRetriever
-from langchain_huggingface import HuggingFaceEmbeddingS
+from langchain_huggingface import HuggingFaceEmbeddings
 
 def initialize_retriever():
     # Initialize the Chroma vector database using local Ollama embeddings