Update src/RAG_builder.py

src/RAG_builder.py

@@ -20,7 +20,7 @@ class ProjectRAGGraph:
     def __init__(self):
         self.embeddings = HuggingFaceEmbeddings(
             model_name="Octen/Octen-Embedding-0.6B",
-            model_kwargs={"device": "cpu"},
+            model_kwargs={"device_map": "cpu"},
             encode_kwargs={"normalize_embeddings": True}
         )
         self.llm = ChatOpenAI(