@vladimir-d In the future, I believe we should let the app handle most of it's configuration, environment-wise.
Variables such as RAG_EMBEDDING_MODEL, etc. are all set via the application UI and saved in the config.json file.
Now, for the initial issue of this topic, I've solved it by resetting the embedding model engine.