forked from agent-lab/smolagents
56 lines
1.5 KiB
Markdown
56 lines
1.5 KiB
Markdown
# Agents
|
|
|
|
<Tip warning={true}>
|
|
|
|
Smolagents is an experimental API which is subject to change at any time. Results returned by the agents
|
|
can vary as the APIs or underlying models are prone to change.
|
|
|
|
</Tip>
|
|
|
|
To learn more about agents and tools make sure to read the [introductory guide](../index). This page
|
|
contains the API docs for the underlying classes.
|
|
|
|
## Agents
|
|
|
|
Our agents inherit from [`MultiStepAgent`], which means they can act in multiple steps, each step consisting of one thought, then one tool call and execution. Read more in [this conceptual guide](../conceptual_guides/react).
|
|
|
|
We provide two types of agents, based on the main [`Agent`] class.
|
|
- [`CodeAgent`] writes its tool calls in Python code (this is the default).
|
|
- [`ToolCallingAgent`] writes its tool calls in JSON.
|
|
|
|
Both require arguments `model` and list of tools `tools` at initialization.
|
|
|
|
### Classes of agents
|
|
|
|
[[autodoc]] MultiStepAgent
|
|
|
|
[[autodoc]] CodeAgent
|
|
|
|
[[autodoc]] ToolCallingAgent
|
|
|
|
### stream_to_gradio
|
|
|
|
[[autodoc]] stream_to_gradio
|
|
|
|
### GradioUI
|
|
|
|
> [!TIP]
|
|
> You must have `gradio` installed to use the UI. Please run `pip install 'smolagents[gradio]'` if it's not the case.
|
|
|
|
[[autodoc]] GradioUI
|
|
|
|
## Prompts
|
|
|
|
[[autodoc]] smolagents.agents.PromptTemplates
|
|
|
|
[[autodoc]] smolagents.agents.PlanningPromptTemplate
|
|
|
|
[[autodoc]] smolagents.agents.ManagedAgentPromptTemplate
|
|
|
|
[[autodoc]] smolagents.agents.FinalAnswerPromptTemplate
|
|
|
|
## Memory
|
|
|
|
Smolagents use memory to store information across multiple steps.
|
|
|
|
[[autodoc]] smolagents.memory.AgentMemory
|