langchain_community.callbacks.human
.AsyncHumanApprovalCallbackHandler¶
- class langchain_community.callbacks.human.AsyncHumanApprovalCallbackHandler(approve: ~typing.Callable[[~typing.Any], ~typing.Awaitable[bool]] = <function _adefault_approve>, should_check: ~typing.Callable[[~typing.Dict[str, ~typing.Any]], bool] = <function _default_true>)[source]¶
Asynchronous callback for manually validating values.
Attributes
ignore_agent
Whether to ignore agent callbacks.
ignore_chain
Whether to ignore chain callbacks.
ignore_chat_model
Whether to ignore chat model callbacks.
ignore_llm
Whether to ignore LLM callbacks.
ignore_retriever
Whether to ignore retriever callbacks.
ignore_retry
Whether to ignore retry callbacks.
raise_error
run_inline
Methods
__init__
([approve, should_check])on_agent_action
(action, *, run_id[, ...])Run on agent action.
on_agent_finish
(finish, *, run_id[, ...])Run on agent end.
on_chain_end
(outputs, *, run_id[, ...])Run when chain ends running.
on_chain_error
(error, *, run_id[, ...])Run when chain errors.
on_chain_start
(serialized, inputs, *, run_id)Run when chain starts running.
on_chat_model_start
(serialized, messages, *, ...)Run when a chat model starts running.
on_llm_end
(response, *, run_id[, ...])Run when LLM ends running.
on_llm_error
(error, *, run_id[, ...])Run when LLM errors.
on_llm_new_token
(token, *[, chunk, ...])Run on new LLM token.
on_llm_start
(serialized, prompts, *, run_id)Run when LLM starts running.
on_retriever_end
(documents, *, run_id[, ...])Run on retriever end.
on_retriever_error
(error, *, run_id[, ...])Run on retriever error.
on_retriever_start
(serialized, query, *, run_id)Run on retriever start.
on_retry
(retry_state, *, run_id[, parent_run_id])Run on a retry event.
on_text
(text, *, run_id[, parent_run_id, tags])Run on arbitrary text.
on_tool_end
(output, *, run_id[, ...])Run when tool ends running.
on_tool_error
(error, *, run_id[, ...])Run when tool errors.
on_tool_start
(serialized, input_str, *, run_id)Run when tool starts running.
- Parameters
approve (Callable[[Any], Awaitable[bool]]) –
should_check (Callable[[Dict[str, Any]], bool]) –
- __init__(approve: ~typing.Callable[[~typing.Any], ~typing.Awaitable[bool]] = <function _adefault_approve>, should_check: ~typing.Callable[[~typing.Dict[str, ~typing.Any]], bool] = <function _default_true>)[source]¶
- Parameters
approve (Callable[[Any], Awaitable[bool]]) –
should_check (Callable[[Dict[str, Any]], bool]) –
- async on_agent_action(action: AgentAction, *, run_id: UUID, parent_run_id: Optional[UUID] = None, tags: Optional[List[str]] = None, **kwargs: Any) None ¶
Run on agent action.
- Parameters
action (AgentAction) –
run_id (UUID) –
parent_run_id (Optional[UUID]) –
tags (Optional[List[str]]) –
kwargs (Any) –
- Return type
None
- async on_agent_finish(finish: AgentFinish, *, run_id: UUID, parent_run_id: Optional[UUID] = None, tags: Optional[List[str]] = None, **kwargs: Any) None ¶
Run on agent end.
- Parameters
finish (AgentFinish) –
run_id (UUID) –
parent_run_id (Optional[UUID]) –
tags (Optional[List[str]]) –
kwargs (Any) –
- Return type
None
- async on_chain_end(outputs: Dict[str, Any], *, run_id: UUID, parent_run_id: Optional[UUID] = None, tags: Optional[List[str]] = None, **kwargs: Any) None ¶
Run when chain ends running.
- Parameters
outputs (Dict[str, Any]) –
run_id (UUID) –
parent_run_id (Optional[UUID]) –
tags (Optional[List[str]]) –
kwargs (Any) –
- Return type
None
- async on_chain_error(error: BaseException, *, run_id: UUID, parent_run_id: Optional[UUID] = None, tags: Optional[List[str]] = None, **kwargs: Any) None ¶
Run when chain errors.
- Parameters
error (BaseException) –
run_id (UUID) –
parent_run_id (Optional[UUID]) –
tags (Optional[List[str]]) –
kwargs (Any) –
- Return type
None
- async on_chain_start(serialized: Dict[str, Any], inputs: Dict[str, Any], *, run_id: UUID, parent_run_id: Optional[UUID] = None, tags: Optional[List[str]] = None, metadata: Optional[Dict[str, Any]] = None, **kwargs: Any) None ¶
Run when chain starts running.
- Parameters
serialized (Dict[str, Any]) –
inputs (Dict[str, Any]) –
run_id (UUID) –
parent_run_id (Optional[UUID]) –
tags (Optional[List[str]]) –
metadata (Optional[Dict[str, Any]]) –
kwargs (Any) –
- Return type
None
- async on_chat_model_start(serialized: Dict[str, Any], messages: List[List[BaseMessage]], *, run_id: UUID, parent_run_id: Optional[UUID] = None, tags: Optional[List[str]] = None, metadata: Optional[Dict[str, Any]] = None, **kwargs: Any) Any ¶
Run when a chat model starts running.
- ATTENTION: This method is called for chat models. If you’re implementing
a handler for a non-chat model, you should use on_llm_start instead.
- Parameters
serialized (Dict[str, Any]) –
messages (List[List[BaseMessage]]) –
run_id (UUID) –
parent_run_id (Optional[UUID]) –
tags (Optional[List[str]]) –
metadata (Optional[Dict[str, Any]]) –
kwargs (Any) –
- Return type
Any
- async on_llm_end(response: LLMResult, *, run_id: UUID, parent_run_id: Optional[UUID] = None, tags: Optional[List[str]] = None, **kwargs: Any) None ¶
Run when LLM ends running.
- Parameters
response (LLMResult) –
run_id (UUID) –
parent_run_id (Optional[UUID]) –
tags (Optional[List[str]]) –
kwargs (Any) –
- Return type
None
- async on_llm_error(error: BaseException, *, run_id: UUID, parent_run_id: Optional[UUID] = None, tags: Optional[List[str]] = None, **kwargs: Any) None ¶
Run when LLM errors.
- Parameters
error (BaseException) – The error that occurred.
kwargs (Any) –
Additional keyword arguments. - response (LLMResult): The response which was generated before
the error occurred.
run_id (UUID) –
parent_run_id (Optional[UUID]) –
tags (Optional[List[str]]) –
- Return type
None
- async on_llm_new_token(token: str, *, chunk: Optional[Union[GenerationChunk, ChatGenerationChunk]] = None, run_id: UUID, parent_run_id: Optional[UUID] = None, tags: Optional[List[str]] = None, **kwargs: Any) None ¶
Run on new LLM token. Only available when streaming is enabled.
- Parameters
token (str) –
chunk (Optional[Union[GenerationChunk, ChatGenerationChunk]]) –
run_id (UUID) –
parent_run_id (Optional[UUID]) –
tags (Optional[List[str]]) –
kwargs (Any) –
- Return type
None
- async on_llm_start(serialized: Dict[str, Any], prompts: List[str], *, run_id: UUID, parent_run_id: Optional[UUID] = None, tags: Optional[List[str]] = None, metadata: Optional[Dict[str, Any]] = None, **kwargs: Any) None ¶
Run when LLM starts running.
- ATTENTION: This method is called for non-chat models (regular LLMs). If
you’re implementing a handler for a chat model, you should use on_chat_model_start instead.
- Parameters
serialized (Dict[str, Any]) –
prompts (List[str]) –
run_id (UUID) –
parent_run_id (Optional[UUID]) –
tags (Optional[List[str]]) –
metadata (Optional[Dict[str, Any]]) –
kwargs (Any) –
- Return type
None
- async on_retriever_end(documents: Sequence[Document], *, run_id: UUID, parent_run_id: Optional[UUID] = None, tags: Optional[List[str]] = None, **kwargs: Any) None ¶
Run on retriever end.
- Parameters
documents (Sequence[Document]) –
run_id (UUID) –
parent_run_id (Optional[UUID]) –
tags (Optional[List[str]]) –
kwargs (Any) –
- Return type
None
- async on_retriever_error(error: BaseException, *, run_id: UUID, parent_run_id: Optional[UUID] = None, tags: Optional[List[str]] = None, **kwargs: Any) None ¶
Run on retriever error.
- Parameters
error (BaseException) –
run_id (UUID) –
parent_run_id (Optional[UUID]) –
tags (Optional[List[str]]) –
kwargs (Any) –
- Return type
None
- async on_retriever_start(serialized: Dict[str, Any], query: str, *, run_id: UUID, parent_run_id: Optional[UUID] = None, tags: Optional[List[str]] = None, metadata: Optional[Dict[str, Any]] = None, **kwargs: Any) None ¶
Run on retriever start.
- Parameters
serialized (Dict[str, Any]) –
query (str) –
run_id (UUID) –
parent_run_id (Optional[UUID]) –
tags (Optional[List[str]]) –
metadata (Optional[Dict[str, Any]]) –
kwargs (Any) –
- Return type
None
- async on_retry(retry_state: RetryCallState, *, run_id: UUID, parent_run_id: Optional[UUID] = None, **kwargs: Any) Any ¶
Run on a retry event.
- Parameters
retry_state (RetryCallState) –
run_id (UUID) –
parent_run_id (Optional[UUID]) –
kwargs (Any) –
- Return type
Any
- async on_text(text: str, *, run_id: UUID, parent_run_id: Optional[UUID] = None, tags: Optional[List[str]] = None, **kwargs: Any) None ¶
Run on arbitrary text.
- Parameters
text (str) –
run_id (UUID) –
parent_run_id (Optional[UUID]) –
tags (Optional[List[str]]) –
kwargs (Any) –
- Return type
None
- async on_tool_end(output: Any, *, run_id: UUID, parent_run_id: Optional[UUID] = None, tags: Optional[List[str]] = None, **kwargs: Any) None ¶
Run when tool ends running.
- Parameters
output (Any) –
run_id (UUID) –
parent_run_id (Optional[UUID]) –
tags (Optional[List[str]]) –
kwargs (Any) –
- Return type
None
- async on_tool_error(error: BaseException, *, run_id: UUID, parent_run_id: Optional[UUID] = None, tags: Optional[List[str]] = None, **kwargs: Any) None ¶
Run when tool errors.
- Parameters
error (BaseException) –
run_id (UUID) –
parent_run_id (Optional[UUID]) –
tags (Optional[List[str]]) –
kwargs (Any) –
- Return type
None
- async on_tool_start(serialized: Dict[str, Any], input_str: str, *, run_id: UUID, parent_run_id: Optional[UUID] = None, **kwargs: Any) Any [source]¶
Run when tool starts running.
- Parameters
serialized (Dict[str, Any]) –
input_str (str) –
run_id (UUID) –
parent_run_id (Optional[UUID]) –
kwargs (Any) –
- Return type
Any