Dify - Chat support

https://dify.ai/ - is a open source platform that allows you to create complex chat agents, self-host and it’s 100% free.

It comes with an API that can be utilised on their cloud and self hosted version.

The implementation should be easy as it would just require the base url and the api key.

Same for the knowledge base.