> ## Documentation Index
> Fetch the complete documentation index at: https://docs.ag-ui.com/llms.txt
> Use this file to discover all available pages before exploring further.

# AbstractAgent

> Base agent implementation with core event handling

# AbstractAgent

The `AbstractAgent` class provides the foundation for all agent implementations
in the Agent User Interaction Protocol. It handles the core event stream
processing, state management, and message history.

```typescript theme={null}
import { AbstractAgent } from "@ag-ui/client"
```

## Configuration

By default, all agents are configured by providing an optional `AgentConfig`
object to the constructor.

```typescript theme={null}
interface AgentConfig {
  agentId?: string // The identifier of the agent
  description?: string // A description of the agent, used by the LLM
  threadId?: string // The conversation thread identifier
  initialMessages?: Message[] // An array of initial messages
  initialState?: State // The initial state of the agent
}
```

### Adding Configuration Options in your Subclass

To add additional configuration options, it is recommended to extend the
`AgentConfig` interface and call the super constructor with the extended config
from your subclass like this:

```typescript theme={null}
interface MyAgentConfig extends AgentConfig {
  myConfigOption: string
}

class MyAgent extends AbstractAgent {
  private myConfigOption: string

  constructor(config: MyAgentConfig) {
    super(config)
    this.myConfigOption = config.myConfigOption
  }
}
```

## Core Methods

### runAgent()

The primary method for executing an agent and processing the result.

```typescript theme={null}
runAgent(parameters?: RunAgentParameters, subscriber?: AgentSubscriber): Promise<RunAgentResult>
```

#### Parameters

```typescript theme={null}
interface RunAgentParameters {
  runId?: string // Unique ID for this execution run
  tools?: Tool[] // Available tools for the agent
  context?: Context[] // Contextual information
  forwardedProps?: Record<string, any> // Additional properties to forward
}
```

The optional `subscriber` parameter allows you to provide an
[AgentSubscriber](/sdk/js/client/subscriber) for handling events during this
specific run.

#### Return Value

```typescript theme={null}
interface RunAgentResult {
  result: any // The final result returned by the agent
  newMessages: Message[] // New messages added during this run
}
```

### subscribe()

Adds an [AgentSubscriber](/sdk/js/client/subscriber) to handle events across
multiple agent runs.

```typescript theme={null}
subscribe(subscriber: AgentSubscriber): { unsubscribe: () => void }
```

Returns an object with an `unsubscribe()` method to remove the subscriber when
no longer needed.

### use()

Adds middleware to the agent's event processing pipeline.

```typescript theme={null}
use(...middlewares: (Middleware | MiddlewareFunction)[]): this
```

Middleware can be either:

* **Function middleware**: Simple functions that transform the event stream
* **Class middleware**: Instances of the `Middleware` class for stateful operations

```typescript theme={null}
// Function middleware
agent.use((input, next) => {
  console.log("Processing:", input.runId);
  return next.run(input);
});

// Class middleware
agent.use(new FilterToolCallsMiddleware({
  allowedToolCalls: ["search"]
}));

// Chain multiple middleware
agent.use(loggingMiddleware, authMiddleware, filterMiddleware);
```

Middleware executes in the order added, with each wrapping the next. Middleware is applied in `runAgent()`; `connectAgent()` currently calls `connect()` directly. See the [Middleware documentation](/sdk/js/client/middleware) for more details.

### getCapabilities()

Returns the agent's current capabilities. Optional — subclasses implement this
to advertise what they support. Returns `undefined` if not implemented.

```typescript theme={null}
getCapabilities?(): Promise<AgentCapabilities>
```

See [Capabilities](/concepts/capabilities) for the full `AgentCapabilities`
type definition and usage patterns.

### abortRun()

Cancels the current agent execution.

```typescript theme={null}
abortRun(): void
```

### clone()

Creates a deep copy of the agent instance.

```typescript theme={null}
clone(): AbstractAgent
```

### connectAgent()

Establishes a persistent connection with an agent that implements the
`connect()` method.

```typescript theme={null}
connectAgent(parameters?: RunAgentParameters, subscriber?: AgentSubscriber): Promise<RunAgentResult>
```

Similar to `runAgent()` but uses the `connect()` method internally. The agent
must implement `connect()` or this functionality must be provided by a framework
like [CopilotKit](https://copilotkit.ai).

## Observable Properties

### events\$

An observable stream of all events emitted during agent execution.

```typescript theme={null}
events$: Observable<BaseEvent>
```

This property provides direct access to the agent's event stream. Events are
stored using a `ReplaySubject`, allowing late subscribers will receive all
historical events.

## Properties

* `agentId`: Unique identifier for the agent instance
* `description`: Human-readable description
* `threadId`: Conversation thread identifier
* `messages`: Array of conversation messages
* `state`: Current agent state object
* `events$`: Observable stream of all `BaseEvent` objects emitted during agent
  execution (replayed for late subscribers)

## Protected Methods

These methods are meant to be implemented or extended by subclasses:

### run()

Executes the agent and returns an observable event stream.

```typescript theme={null}
protected abstract run(input: RunAgentInput): RunAgent
```

### connect()

Establishes a persistent connection and returns an observable event stream.

```typescript theme={null}
protected connect(input: RunAgentInput): RunAgent
```

Override this method to implement persistent connections. Default implementation
throws `ConnectNotImplementedError`.

### apply()

Processes events from the run and updates the agent state.

```typescript theme={null}
protected apply(input: RunAgentInput): ApplyEvents
```

### prepareRunAgentInput()

Prepares the input parameters for the agent execution.

```typescript theme={null}
protected prepareRunAgentInput(parameters?: RunAgentParameters): RunAgentInput
```

### onError() and onFinalize()

Lifecycle hooks for error handling and cleanup operations.

```typescript theme={null}
protected onError(error: Error): void
protected onFinalize(): void
```