strands.session.session_repository
¶
Session repository interface for agent session management.
MultiAgentBase
¶
Bases: ABC
Base class for multi-agent helpers.
This class integrates with existing Strands Agent instances and provides multi-agent orchestration capabilities.
Attributes:
| Name | Type | Description |
|---|---|---|
id |
str
|
Unique MultiAgent id for session management,etc. |
Source code in strands/multiagent/base.py
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__call__(task, invocation_state=None, **kwargs)
¶
Invoke synchronously.
Parameters:
| Name | Type | Description | Default |
|---|---|---|---|
task
|
MultiAgentInput
|
The task to execute |
required |
invocation_state
|
dict[str, Any] | None
|
Additional state/context passed to underlying agents. Defaults to None to avoid mutable default argument issues. |
None
|
**kwargs
|
Any
|
Additional keyword arguments passed to underlying agents. |
{}
|
Source code in strands/multiagent/base.py
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deserialize_state(payload)
¶
Restore orchestrator state from a session dict.
Source code in strands/multiagent/base.py
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invoke_async(task, invocation_state=None, **kwargs)
abstractmethod
async
¶
Invoke asynchronously.
Parameters:
| Name | Type | Description | Default |
|---|---|---|---|
task
|
MultiAgentInput
|
The task to execute |
required |
invocation_state
|
dict[str, Any] | None
|
Additional state/context passed to underlying agents. Defaults to None to avoid mutable default argument issues. |
None
|
**kwargs
|
Any
|
Additional keyword arguments passed to underlying agents. |
{}
|
Source code in strands/multiagent/base.py
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serialize_state()
¶
Return a JSON-serializable snapshot of the orchestrator state.
Source code in strands/multiagent/base.py
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stream_async(task, invocation_state=None, **kwargs)
async
¶
Stream events during multi-agent execution.
Default implementation executes invoke_async and yields the result as a single event. Subclasses can override this method to provide true streaming capabilities.
Parameters:
| Name | Type | Description | Default |
|---|---|---|---|
task
|
MultiAgentInput
|
The task to execute |
required |
invocation_state
|
dict[str, Any] | None
|
Additional state/context passed to underlying agents. Defaults to None to avoid mutable default argument issues. |
None
|
**kwargs
|
Any
|
Additional keyword arguments passed to underlying agents. |
{}
|
Yields:
| Type | Description |
|---|---|
AsyncIterator[dict[str, Any]]
|
Dictionary events containing multi-agent execution information including: |
AsyncIterator[dict[str, Any]]
|
|
AsyncIterator[dict[str, Any]]
|
|
AsyncIterator[dict[str, Any]]
|
|
Source code in strands/multiagent/base.py
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Session
dataclass
¶
Session data model.
Source code in strands/types/session.py
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from_dict(env)
classmethod
¶
Initialize a Session from a dictionary, ignoring keys that are not class parameters.
Source code in strands/types/session.py
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to_dict()
¶
Convert the Session to a dictionary representation.
Source code in strands/types/session.py
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SessionAgent
dataclass
¶
Agent that belongs to a Session.
Attributes:
| Name | Type | Description |
|---|---|---|
agent_id |
str
|
Unique id for the agent. |
state |
dict[str, Any]
|
User managed state. |
conversation_manager_state |
dict[str, Any]
|
State for conversation management. |
created_at |
str
|
Created at time. |
updated_at |
str
|
Updated at time. |
Source code in strands/types/session.py
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from_agent(agent)
classmethod
¶
Convert an Agent to a SessionAgent.
Source code in strands/types/session.py
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from_bidi_agent(agent)
classmethod
¶
Convert a BidiAgent to a SessionAgent.
Parameters:
| Name | Type | Description | Default |
|---|---|---|---|
agent
|
BidiAgent
|
BidiAgent to convert |
required |
Returns:
| Type | Description |
|---|---|
SessionAgent
|
SessionAgent with empty conversation_manager_state (BidiAgent doesn't use conversation manager) |
Source code in strands/types/session.py
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from_dict(env)
classmethod
¶
Initialize a SessionAgent from a dictionary, ignoring keys that are not class parameters.
Source code in strands/types/session.py
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initialize_bidi_internal_state(agent)
¶
Initialize internal state of BidiAgent.
Parameters:
| Name | Type | Description | Default |
|---|---|---|---|
agent
|
BidiAgent
|
BidiAgent to initialize internal state for |
required |
Source code in strands/types/session.py
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initialize_internal_state(agent)
¶
Initialize internal state of agent.
Source code in strands/types/session.py
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to_dict()
¶
Convert the SessionAgent to a dictionary representation.
Source code in strands/types/session.py
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SessionMessage
dataclass
¶
Message within a SessionAgent.
Attributes:
| Name | Type | Description |
|---|---|---|
message |
Message
|
Message content |
message_id |
int
|
Index of the message in the conversation history |
redact_message |
Optional[Message]
|
If the original message is redacted, this is the new content to use |
created_at |
str
|
ISO format timestamp for when this message was created |
updated_at |
str
|
ISO format timestamp for when this message was last updated |
Source code in strands/types/session.py
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from_dict(env)
classmethod
¶
Initialize a SessionMessage from a dictionary, ignoring keys that are not class parameters.
Source code in strands/types/session.py
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from_message(message, index)
classmethod
¶
Convert from a Message, base64 encoding bytes values.
Source code in strands/types/session.py
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to_dict()
¶
Convert the SessionMessage to a dictionary representation.
Source code in strands/types/session.py
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to_message()
¶
Convert SessionMessage back to a Message, decoding any bytes values.
If the message was redacted, return the redact content instead.
Source code in strands/types/session.py
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SessionRepository
¶
Bases: ABC
Abstract repository for creating, reading, and updating Sessions, AgentSessions, and AgentMessages.
Source code in strands/session/session_repository.py
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create_agent(session_id, session_agent, **kwargs)
abstractmethod
¶
Create a new Agent in a Session.
Source code in strands/session/session_repository.py
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create_message(session_id, agent_id, session_message, **kwargs)
abstractmethod
¶
Create a new Message for the Agent.
Source code in strands/session/session_repository.py
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create_multi_agent(session_id, multi_agent, **kwargs)
¶
Create a new MultiAgent state for the Session.
Source code in strands/session/session_repository.py
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create_session(session, **kwargs)
abstractmethod
¶
Create a new Session.
Source code in strands/session/session_repository.py
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list_messages(session_id, agent_id, limit=None, offset=0, **kwargs)
abstractmethod
¶
List Messages from an Agent with pagination.
Source code in strands/session/session_repository.py
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read_agent(session_id, agent_id, **kwargs)
abstractmethod
¶
Read an Agent.
Source code in strands/session/session_repository.py
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read_message(session_id, agent_id, message_id, **kwargs)
abstractmethod
¶
Read a Message.
Source code in strands/session/session_repository.py
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read_multi_agent(session_id, multi_agent_id, **kwargs)
¶
Read the MultiAgent state for the Session.
Source code in strands/session/session_repository.py
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read_session(session_id, **kwargs)
abstractmethod
¶
Read a Session.
Source code in strands/session/session_repository.py
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update_agent(session_id, session_agent, **kwargs)
abstractmethod
¶
Update an Agent.
Source code in strands/session/session_repository.py
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update_message(session_id, agent_id, session_message, **kwargs)
abstractmethod
¶
Update a Message.
A message is usually only updated when some content is redacted due to a guardrail.
Source code in strands/session/session_repository.py
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update_multi_agent(session_id, multi_agent, **kwargs)
¶
Update the MultiAgent state for the Session.
Source code in strands/session/session_repository.py
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