Create core/embeddings.py

src/core/embeddings.py

@@ -0,0 +1,12 @@
+from langchain_huggingface import HuggingFaceEmbeddings
+from config.config import Config
+
+def load_embeddings():
+    try:
+        return HuggingFaceEmbeddings(
+            model_name=Config.EMBEDDING_MODEL,
+            model_kwargs={"device": Config.EMBEDDING_DEVICE},
+            encode_kwargs={"normalize_embeddings": Config.NORMALIZE_EMBEDDINGS}
+        )
+    except Exception as e:
+        raise RuntimeError(f"Failed to load embeddings: {e}")