Update app/main.py

app/main.py

@@ -1,7 +1,7 @@
 from fastapi import FastAPI
 from fastapi.middleware.cors import CORSMiddleware
 from contextlib import asynccontextmanager
-from langchain.embeddings import HuggingFaceEmbeddings
+from langchain_community.embeddings import HuggingFaceEmbeddings
 from app.api import analysis,reports,infos,chatbot
 from langchain_community.chat_models import ChatOpenAI
 from langchain_community.vectorstores import FAISS
@@ -22,9 +22,7 @@ os.environ["HF_HOME"] = "/tmp/cache"
 async def lifespan(app: FastAPI):
     embedding_model = HuggingFaceEmbeddings(
     
-    model_name="sentence-transformers/all-MiniLM-L6-v2",
-    model_kwargs={"cache_folder": "/tmp/cache","use_auth_token": HUGGINGFACE_API_KEY}  # ou sans si pas nécessaire
-)
+    model_name="sentence-transformers/all-MiniLM-L6-v2")
 
 
     vectorstore = await asyncio.to_thread(