How to use FewShotPromptTemplate and ExampleSelector using ChatPromptTemplates?

[LoriTosoChef]

How can you build a pipeline that uses an ExampleSelector and FewShotPromptTemplate with a ChatPromptTemplate.

For example given a code snippet like this:

system_message_prompt = SystemMessagePromptTemplate.from_template(system)
dynamic_prompt = HumanMessagePromptTemplate.from_template(human)
chat_prompt_template = ChatPromptTemplate.from_messages([system_message_prompt, human_prompt],)

How can you incorporate few shot examples with an example selector? Is it possible out of the box? If not, what can be a nice workaround? Custom string manipulation for the system prompt?