Great answers. The only thing I'll add to number 3 is that you can also get the LLM to cite which source it used within the matching snippets. A simple example

Great answers. The only thing I'll add to number 3 is that you can also get the LLM to cite which source it used within the matching snippets. A simple example with OpenAI functions-style declarations looks something like this: https://gist.github.com/czue/81eea58cb718e67be7c57c224800e304 https://gist.github.com/czue/81eea58cb718e67be7c57c224800e30... If you do this you can pare down the citation from everything that returned from embedding search to what the bot actually used to generate its answer.