change to e5

app.py

@@ -29,8 +29,8 @@ api = Api(AIRTABLE_API_KEY)
 table = api.table(BASE_ID, TABLE_NAME)
 
 # Load model
-model = SentenceTransformer('BAAI/bge-m3')
-collection_name = "product_bge-m3"
+model = SentenceTransformer('e5_finetuned')
+collection_name = "product_E5_finetune"
 
 # Load whitelist
 with open("keyword_whitelist.pkl", "rb") as f:
@@ -110,7 +110,7 @@ def search_product(query):
 
     result_summary, found = "", False
     for res in result:
-        if res.score > 0.5:
+        if res.score > 0.8:
             found = True
             name = res.payload.get("name", "ไม่ทราบชื่อสินค้า")
             score = f"{res.score:.4f}"