new3

recheck-api.py

@@ -1,7 +1,7 @@
 import joblib
 import pickle
 import pandas as pd
-
+import os 
 # Atasi masalah permission dengan cache lokal
 os.environ["HF_HOME"] = "./hf_cache"
 os.environ["TRANSFORMERS_CACHE"] = "./hf_cache/transformers"
@@ -17,7 +17,7 @@ from fastapi.concurrency import run_in_threadpool
 from pydantic import BaseModel
 from typing import List, Dict, Union, Optional
 import faiss
-import os 
+
 from dotenv import load_dotenv
 from supabase import create_client, Client 
 

requirements.txt

@@ -1,20 +1,12 @@
-# FastAPI web framework
 fastapi
 uvicorn[standard]
-
-# Supabase Python client
-supabase
-
-# Environment variable management
-python-dotenv
-
-# Core ML and data libraries
-pandas
-scikit-learn # For joblib
-numpy
-
-# Sentence Transformer and its dependency
 sentence-transformers
 torch
-# Use faiss-cpu for environments without a GPU, it's more portable
+numpy
+pandas
+scikit-learn
 faiss-cpu
+joblib
+python-dotenv
+supabase
+httpx