Chatbot with text, graph, tables and map

I am building a chatbot using dash with openai or claude models and langchain agents. I would like to present response in chat interface as Text, graph, table or map as per the response. I have code running for text responses and i can display conversation history for text. Can someone share code snippet of how we can display graph, tables, maps in the conversation and maintain history as well?

Hi @dapi
:wave: Welcome to the community.

It would be helpful to break your question down to separate parts. What’s your main challenge with displaying graphs and tables? Are you asking how to create them or display them in Dash?

Regarding preserving conversation history, that’s more of a LangChain question. I’ve hear they encourage the usage of pinecone.