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callback refactor (langchain-ai#13372)
Co-authored-by: Nuno Campos <[email protected]>
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Original file line number | Diff line number | Diff line change |
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@@ -1,97 +1,3 @@ | ||
"""Callback Handler that prints to std out.""" | ||
from typing import Any, Dict, List, Optional | ||
from langchain.schema.callbacks.stdout import StdOutCallbackHandler | ||
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from langchain.callbacks.base import BaseCallbackHandler | ||
from langchain.schema import AgentAction, AgentFinish, LLMResult | ||
from langchain.utils.input import print_text | ||
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class StdOutCallbackHandler(BaseCallbackHandler): | ||
"""Callback Handler that prints to std out.""" | ||
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def __init__(self, color: Optional[str] = None) -> None: | ||
"""Initialize callback handler.""" | ||
self.color = color | ||
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def on_llm_start( | ||
self, serialized: Dict[str, Any], prompts: List[str], **kwargs: Any | ||
) -> None: | ||
"""Print out the prompts.""" | ||
pass | ||
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def on_llm_end(self, response: LLMResult, **kwargs: Any) -> None: | ||
"""Do nothing.""" | ||
pass | ||
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def on_llm_new_token(self, token: str, **kwargs: Any) -> None: | ||
"""Do nothing.""" | ||
pass | ||
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def on_llm_error(self, error: BaseException, **kwargs: Any) -> None: | ||
"""Do nothing.""" | ||
pass | ||
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def on_chain_start( | ||
self, serialized: Dict[str, Any], inputs: Dict[str, Any], **kwargs: Any | ||
) -> None: | ||
"""Print out that we are entering a chain.""" | ||
class_name = serialized.get("name", serialized.get("id", ["<unknown>"])[-1]) | ||
print(f"\n\n\033[1m> Entering new {class_name} chain...\033[0m") | ||
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def on_chain_end(self, outputs: Dict[str, Any], **kwargs: Any) -> None: | ||
"""Print out that we finished a chain.""" | ||
print("\n\033[1m> Finished chain.\033[0m") | ||
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def on_chain_error(self, error: BaseException, **kwargs: Any) -> None: | ||
"""Do nothing.""" | ||
pass | ||
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def on_tool_start( | ||
self, | ||
serialized: Dict[str, Any], | ||
input_str: str, | ||
**kwargs: Any, | ||
) -> None: | ||
"""Do nothing.""" | ||
pass | ||
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def on_agent_action( | ||
self, action: AgentAction, color: Optional[str] = None, **kwargs: Any | ||
) -> Any: | ||
"""Run on agent action.""" | ||
print_text(action.log, color=color or self.color) | ||
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def on_tool_end( | ||
self, | ||
output: str, | ||
color: Optional[str] = None, | ||
observation_prefix: Optional[str] = None, | ||
llm_prefix: Optional[str] = None, | ||
**kwargs: Any, | ||
) -> None: | ||
"""If not the final action, print out observation.""" | ||
if observation_prefix is not None: | ||
print_text(f"\n{observation_prefix}") | ||
print_text(output, color=color or self.color) | ||
if llm_prefix is not None: | ||
print_text(f"\n{llm_prefix}") | ||
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def on_tool_error(self, error: BaseException, **kwargs: Any) -> None: | ||
"""Do nothing.""" | ||
pass | ||
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def on_text( | ||
self, | ||
text: str, | ||
color: Optional[str] = None, | ||
end: str = "", | ||
**kwargs: Any, | ||
) -> None: | ||
"""Run when agent ends.""" | ||
print_text(text, color=color or self.color, end=end) | ||
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def on_agent_finish( | ||
self, finish: AgentFinish, color: Optional[str] = None, **kwargs: Any | ||
) -> None: | ||
"""Run on agent end.""" | ||
print_text(finish.log, color=color or self.color, end="\n") | ||
__all__ = ["StdOutCallbackHandler"] |
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