Encoders use their module's EncoderProtocol to prep messages and tool definitions To make future extensibility for third parties straight forward. If a new message type, or tool type is added one simply needs to implement a EncoderProtocol for it and most cases you can simply cast it to generic known type and then invoke the protocol again.

Ollama uses a similar format to OpenAI but with some differences.