from langchain_core.callbacks import BaseCallbackHandler

class StreamHandler(BaseCallbackHandler):
    def __init__(self, container):
        self.container = container
        self.text = ""

    def on_llm_new_token(self, token: str, **kwargs):
        self.text += token
        self.container.markdown(self.text)