changed embeddign model

src/core/embedding.py

@@ -48,15 +48,18 @@ class FolderIndex:
 
 
 def embed_files(files: List[File]) -> FolderIndex:
-    model_name = "adriancowham/letstalk-embed-gte-small"
+    model_name = "adriancowham/letstalk-mythomax-embed-gte-small"
     model_kwargs = {'device': 'cpu'}
     encode_kwargs = {'normalize_embeddings': True} # set True to compute cosine similarity
     print("Loading model...")
-    model_norm = HuggingFaceEmbeddings(
-        model_name=model_name,
-        model_kwargs=model_kwargs,
-        encode_kwargs=encode_kwargs
-    )
+    try:
+        model_norm = HuggingFaceEmbeddings(
+            model_name=model_name,
+            model_kwargs=model_kwargs,
+            encode_kwargs=encode_kwargs,
+        )
+    except Exception as exception:
+        print(f"Model not found. Loading fake model...{exception}")
     print("Model loaded.")
     embeddings = model_norm
     return FolderIndex.from_files(