"""Defines the types of data chunks used in streaming responses.""" from enum import Enum class ChunkEnum(str, Enum): """Enumeration of possible chunk categories for stream processing.""" # Internal reasoning or chain-of-thought process THINK = "think" # The final generated response content ANSWER = "answer" # Metadata or calls related to external tools TOOL = "tool" # Resource consumption and token usage statistics USAGE = "usage" # Error messages or exception details ERROR = "error" # Signal indicating the start of a new ReAct step STEP_START = "step_start" # Tool execution result TOOL_RESULT = "tool_result" # Final signal indicating the completion of the stream DONE = "done"