Update app.py

app.py

@@ -53,28 +53,11 @@ def create_combined_text(item):
 
 
 
-embeddings = []
+embeddings = dataset["embeddings"]
 
 @app.get("/gen")
 def root():
     # Prepare Data
-    data = []
-    for item in dataset:
-        data.append({
-        "product_name": item["product_name"],
-        "sub_category": item["sub_category"],
-        "salt_composition": item["salt_composition"],
-        "product_price": item["product_price"],
-        "product_manufactured": item["product_manufactured"],
-        "medicine_desc": item["medicine_desc"],
-        "side_effects": item["side_effects"],
-        "drug": item["drug"],
-        "brand": item["brand"],
-        "effect": item["effect"],
-    })
-    texts = [create_combined_text(item) for item in data]
-    print("Converted Into Text")
-    embeddings = model.encode(texts, convert_to_tensor=True)
     return {"message": "Welcome to the medicine Search API!"}
     
 @app.get("/meds")