notes:
01 - when loading a doc im creating a new instance of rl instead of using the same rl, you might want to check this to make sure its correct.
05 - cannot get the LLM to run with the semantic router
07 - compatibility issues with the encoder, also think the dependency semantic_router[vision] needs updating