Export your old chats and put them in a RAG system accessible on the new LLM provider. I did it. I made my chat history into a MCP tool I can use with Claude Desktop or Cursor.
Ever since I started taking care of my LLM logs and memory, I had no issue switching model providers.
Do you have some kind of tooling to automate the process? Would like to try it.