So the Knowledge Base does not recognize images that are within text documents (pdfs, txt, docx, etc.). They only scrape and embed the text in those documents.
Pickaxes can, however, render images inside a chat. They need an image link to do this. So what I have done is include in the Knowledge Base a directory of like 25 links to images so the bot can render these images in the chat.