about 3 months chatting date was gone

I was chat with my friend since August, 2024. We used to chat a lot. All chatting data is very precious for me. But, nowaday I noticed that all chatting data was gone between 11/09/2024~about november(about 3 months). But photos were still remained. what's the problem with this situation? can I restore my chatting data back?