Update main.py

main.py

@@ -60,8 +60,6 @@ vectorstore = PineconeVectorStore(
 )
 retriever = vectorstore.as_retriever(search_type="similarity_score_threshold", search_kwargs={"score_threshold": .7, "k": 150,"filter": {'categorie': {'$eq': 'bibliographie-OPP-DGDIN'}}})
 #search = vectorstore.similarity_search(query,k=50, filter={"categorie": {"$eq": "bibliographie-OPP-DGDIN"}, 'Source': {'$eq': 'Source : Persée'}})    
-search = vectorstore.similarity_search(query,k=50, filter={"categorie": {"$eq": "bibliographie-OPP-DGDIN"}})
-cl.user_session.set("search", search)
 
 @cl.on_chat_start
 async def on_chat_start():
@@ -184,7 +182,8 @@ async def on_message(message: cl.Message):
         answer = results["answer"]
 
     await cl.Message(content=answer).send()
-    if cl.user_session.get("search"):
+    search = vectorstore.similarity_search(message.content,k=50, filter={"categorie": {"$eq": "bibliographie-OPP-DGDIN"}})
+    if search:
         test = []
         sources_text = ""
         count = 0