Agent
Agent
any_agent.AnyAgent
Bases: ABC
Base abstract class for all agent implementations.
This provides a unified interface for different agent frameworks.
Source code in src/any_agent/frameworks/any_agent.py
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agent
property
The underlying agent implementation from the framework.
This property is intentionally restricted to maintain framework abstraction and prevent direct dependency on specific agent implementations.
If you need functionality that relies on accessing the underlying agent: 1. Consider if the functionality can be added to the AnyAgent interface 2. Submit a GitHub issue describing your use case 3. Contribute a PR implementing the needed functionality
Raises:
Type | Description |
---|---|
NotImplementedError
|
Always raised when this property is accessed |
framework
abstractmethod
property
The Agent Framework used.
create(agent_framework, agent_config)
classmethod
Create an agent using the given framework and config.
Source code in src/any_agent/frameworks/any_agent.py
create_async(agent_framework, agent_config)
async
classmethod
Create an agent using the given framework and config.
Source code in src/any_agent/frameworks/any_agent.py
run(prompt, **kwargs)
run_async(prompt, instrument=True, **kwargs)
async
Run the agent asynchronously with the given prompt.
Parameters:
Name | Type | Description | Default |
---|---|---|---|
prompt
|
str
|
The user prompt to be passed to the agent. |
required |
instrument
|
bool
|
Whether to instrument the underlying framework to generate LLM Calls and Tool Execution Spans. If |
True
|
kwargs
|
Any
|
Will be passed to the underlying runner used by the framework. |
{}
|
Returns:
Type | Description |
---|---|
AgentTrace
|
The |
Source code in src/any_agent/frameworks/any_agent.py
serve(serving_config=None)
Serve this agent using the protocol defined in the serving_config.
Parameters:
Name | Type | Description | Default |
---|---|---|---|
serving_config
|
MCPServingConfig | A2AServingConfig | None
|
Configuration for serving the agent. If None, uses default A2AServingConfig. Must be an instance of A2AServingConfig or MCPServingConfig. |
None
|
Raises:
Type | Description |
---|---|
ImportError
|
If the |
Example
Source code in src/any_agent/frameworks/any_agent.py
serve_async(serving_config=None)
async
Serve this agent asynchronously using the protocol defined in the serving_config.
Parameters:
Name | Type | Description | Default |
---|---|---|---|
serving_config
|
MCPServingConfig | A2AServingConfig | None
|
Configuration for serving the agent. If None, uses default A2AServingConfig. Must be an instance of A2AServingConfig or MCPServingConfig. |
None
|
Raises:
Type | Description |
---|---|
ImportError
|
If the |
Example
Source code in src/any_agent/frameworks/any_agent.py
any_agent.AgentRunError
Bases: Exception
Error that wraps underlying framework specific errors and carries spans.