class langgraph_agent_toolkit.agents.components.utils.AgentStateWithRemainingSteps

Bases: AgentState

remaining_steps: Annotated[int, RemainingStepsManager]

__init__(*args, **kwargs)

clear() → None.  Remove all items from D.

copy() → a shallow copy of D

classmethod fromkeys(iterable, value=None, /)

Create a new dictionary with keys from iterable and values set to value.

get(key, default=None, /)

Return the value for key if key is in the dictionary, else default.

items() → a set-like object providing a view on D's items

keys() → a set-like object providing a view on D's keys

pop(k[, d]) → v, remove specified key and return the corresponding value.

If the key is not found, return the default if given; otherwise, raise a KeyError.

popitem()

Remove and return a (key, value) pair as a 2-tuple.

Pairs are returned in LIFO (last-in, first-out) order. Raises KeyError if the dict is empty.

setdefault(key, default=None, /)

Insert key with a value of default if key is not in the dictionary.

Return the value for key if key is in the dictionary, else default.

update([E, ]**F) → None.  Update D from dict/iterable E and F.

If E is present and has a .keys() method, then does: for k in E: D[k] = E[k] If E is present and lacks a .keys() method, then does: for k, v in E: D[k] = v In either case, this is followed by: for k in F: D[k] = F[k]

values() → an object providing a view on D's values

messages: _add_messages at 0x7f79ec099e40>]

is_last_step: Annotated[bool, IsLastStepManager]

class langgraph_agent_toolkit.agents.components.utils.AgentStateWithStructuredResponseAndRemainingSteps

Bases: AgentStateWithStructuredResponse

remaining_steps: Annotated[int, RemainingStepsManager]

__init__(*args, **kwargs)

clear() → None.  Remove all items from D.

copy() → a shallow copy of D

classmethod fromkeys(iterable, value=None, /)

Create a new dictionary with keys from iterable and values set to value.

get(key, default=None, /)

Return the value for key if key is in the dictionary, else default.

items() → a set-like object providing a view on D's items

keys() → a set-like object providing a view on D's keys

pop(k[, d]) → v, remove specified key and return the corresponding value.

If the key is not found, return the default if given; otherwise, raise a KeyError.

popitem()

Remove and return a (key, value) pair as a 2-tuple.

Pairs are returned in LIFO (last-in, first-out) order. Raises KeyError if the dict is empty.

setdefault(key, default=None, /)

Insert key with a value of default if key is not in the dictionary.

Return the value for key if key is in the dictionary, else default.

update([E, ]**F) → None.  Update D from dict/iterable E and F.

If E is present and has a .keys() method, then does: for k in E: D[k] = E[k] If E is present and lacks a .keys() method, then does: for k, v in E: D[k] = v In either case, this is followed by: for k in F: D[k] = F[k]

values() → an object providing a view on D's values

messages: _add_messages at 0x7f79ec099e40>]

is_last_step: Annotated[bool, IsLastStepManager]

structured_response: dict | BaseModel

langgraph_agent_toolkit.agents.components.utils.pre_model_hook_standard(state, config)

Parameters:

• state (T)

• config (RunnableConfig)

langgraph_agent_toolkit.agents.components.utils.default_pre_model_hook(state, config)

Parameters:

• state (T)

• config (RunnableConfig)

Return type:

T