import pipecat.frames.frames as pf
# LLMContextFrame
import inspect
print("=== LLMContextFrame ===")
print(inspect.getsource(pf.LLMContextFrame))
print()
print("=== LLMMessagesAppendFrame ===")
print(inspect.getsource(pf.LLMMessagesAppendFrame))
print()
print("=== LLMMessagesUpdateFrame ===")
print(inspect.getsource(pf.LLMMessagesUpdateFrame))
print()
# Also look at LLMContext aggregator
from pipecat.processors.aggregators.llm_context import LLMContext
print("=== LLMContext.__init__ ===")
print(inspect.getsource(LLMContext.__init__))