Update app.py

app.py

@@ -19,6 +19,12 @@ llm_display_names = {
     "meta-llama/Meta-Llama-3-8B-Instruct": "Meta-Llama-3",
     "mistralai/Mistral-7B-Instruct-v0.2": "Mistral-7B",
 }
+embed_models = [
+    "BAAI/bge-small-en-v1.5",  # 33.4M
+    "NeuML/pubmedbert-base-embeddings",
+    "BAAI/llm-embedder",  # 109M
+    "BAAI/bge-large-en"  # 335M
+]
 
 # Reverse mapping to retrieve original names
 llm_reverse_mapping = {v: k for k, v in llm_display_names.items()}