from pipecat.processors.aggregators.llm_context import (
    LLMUserContextAggregator,
    LLMAssistantContextAggregator,
)
import inspect

print("=== LLMUserContextAggregator ===")
sig = inspect.signature(LLMUserContextAggregator.__init__)
for n, p in sig.parameters.items():
    if n == 'self': continue
    default = "REQUIRED" if p.default is inspect.Parameter.empty else str(p.default)[:60]
    print(f"  {n}: {default}")

print()
print("=== LLMAssistantContextAggregator ===")
sig2 = inspect.signature(LLMAssistantContextAggregator.__init__)
for n, p in sig2.parameters.items():
    if n == 'self': continue
    default = "REQUIRED" if p.default is inspect.Parameter.empty else str(p.default)[:60]
    print(f"  {n}: {default}")

# Check if they need a context object
print()
print("=== LLMUserContextAggregator base classes ===")
for cls in LLMUserContextAggregator.__mro__:
    print(f"  {cls.__name__}")