Update djezzy.py

djezzy.py

@@ -20,6 +20,9 @@ import shutil
 import tempfile
 index_source='index.faiss'
 hh_source='index.pkl'
+model_name = "sentence-transformers/all-MiniLM-L6-v2"
+
+embedding_llm = SentenceTransformerEmbeddings(model_name=model_name)
 with tempfile.TemporaryDirectory() as temp_dir:
     # Chemins des fichiers cibles dans le répertoire temporaire
     index_target = os.path.join(temp_dir, 'index.faiss')
@@ -32,9 +35,7 @@ with tempfile.TemporaryDirectory() as temp_dir:
     # Charger la base de données FAISS à partir du répertoire temporaire
     vector_db = FAISS.load_local(temp_dir, embedding_llm, allow_dangerous_deserialization=True)
 
-model_name = "sentence-transformers/all-MiniLM-L6-v2"
 
-embedding_llm = SentenceTransformerEmbeddings(model_name=model_name)
 
 def load_data(text_filename='docs_text.json', embeddings_filename='docs_embeddings.json'):