Update app.py

app.py

@@ -6,8 +6,7 @@ import uvicorn
 
 app = FastAPI(title="Medical Embedding Service")
 
-# Load model ONCE at startup
-print("Loading Medical RAG Model... this may take a moment.")
+
 model = SentenceTransformer("Gaykar/all-MiniLM-L6-medical-rag")
 print("Model loaded successfully!")
 
@@ -18,14 +17,14 @@ class DocumentRequest(BaseModel):
     texts: List[str]
 
 @app.post("/embed_query")
-async def embed_query(request: QueryRequest):
+def embed_query(request: QueryRequest):
     # Uses specialized encode_query for IR tasks
     embedding = model.encode_query(request.text).tolist()
     return {"embedding": embedding}
 
 @app.post("/embed_docs")
-async def embed_docs(request: DocumentRequest):
-    # Uses specialized encode_document for IR tasks
+def embed_docs(request: DocumentRequest):
+    
     embeddings = model.encode_document(request.texts).tolist()
     return {"embeddings": embeddings}