Update rag2.py

rag2.py

@@ -7,7 +7,7 @@ from langchain_huggingface import HuggingFaceEmbeddings
 # Configuration
 GOOGLE_API_KEY = "AIzaSyB-7cKMdUpA5kTccpNxd72IT5CjeSgSmkc"  # Replace with your API key
 CHROMA_DB_DIR = "./chroma_db_"  # Directory for ChromaDB
-MODEL_NAME = "sentence-transformers/all-mpnet-base-v2"
+MODEL_NAME = "flax-sentence-embeddings/all_datasets_v4_MiniLM-L6"
 
 # Initialize HuggingFace Embeddings
 embeddings_model = HuggingFaceEmbeddings(model_name=MODEL_NAME)