[TSK-274] Demonstrate Chatbot capabilities: Generate plots (images), diagrams with the chatbot

[maany]

Have different chats with the chatbot to demonstrate what type of capabilities it has
show plots, images, markdown, source code generation, data analysis, mermaid diagrams, ... etc.

[Deeptikandhol10]

@ydamit , what's the status of this activity?

[ydamit]

@Deeptikandhol10 , I haven't started this yet, as @maany reprioritized me towards PR reviews (especially documentation).

[Deeptikandhol10]

@ydamit , any progress?