Files
page-agent/packages/core/src/PageAgentCore.ts

594 lines
16 KiB
TypeScript

/**
* Copyright (C) 2025 Alibaba Group Holding Limited
* All rights reserved.
*/
import { InvokeError, LLM, type Tool } from '@page-agent/llms'
import type { PageController } from '@page-agent/page-controller'
import chalk from 'chalk'
import zod from 'zod'
import { type PageAgentConfig } from './config'
import { DEFAULT_MAX_STEPS } from './config/constants'
import SYSTEM_PROMPT from './prompts/system_prompt.md?raw'
import { tools } from './tools'
import {
AgentActivity,
AgentReflection,
AgentStatus,
AgentStepEvent,
ExecutionResult,
HistoricalEvent,
MacroToolInput,
MacroToolResult,
} from './types'
import { normalizeResponse, trimLines, uid, waitFor } from './utils'
import { assert } from './utils/assert'
export { type PageAgentConfig }
export { tool, type PageAgentTool } from './tools'
export type * from './types'
/**
* AI agent for browser DOM automation.
*
* @remarks
* ## Event System
* - `statuschange` - Agent status transitions (idle → running → completed/error)
* - `historychange` - History events updated (persistent, part of agent memory)
* - `activity` - Real-time activity feedback (transient, for UI only)
* - `dispose` - Agent cleanup triggered
*
* ## Information Streams
* 1. **History Events** (`history` array)
* - Persistent event stream that forms agent's memory
* - Included in LLM context across steps
* - Types: steps, observations, user takeovers, llm errors
*
* 2. **Activity Events** (via `activity` event)
* - Transient UI feedback during task execution
* - NOT included in LLM context
* - Types: thinking, executing, executed, retrying, error
*/
export class PageAgentCore extends EventTarget {
config: PageAgentConfig & { maxSteps: number }
id = uid()
tools: typeof tools
disposed = false
task = ''
taskId = ''
/** Agent execution status */
#status: AgentStatus = 'idle'
/**
* Callback for when agent needs user input (ask_user tool)
* If not set, ask_user tool will be disabled
* @example onAskUser: (q) => window.prompt(q) || ''
*/
onAskUser?: (question: string) => Promise<string>
#llm: LLM
#abortController = new AbortController()
/** PageController for DOM operations */
pageController: PageController
/** Runtime states for tracking across steps */
states = {
/** Accumulated wait time in seconds, used by wait tool */
totalWaitTime: 0,
/** Last known URL for detecting navigation */
lastURL: '',
}
/** History events */
history: HistoricalEvent[] = []
constructor(config: PageAgentConfig & { pageController: PageController }) {
super()
this.config = { ...config, maxSteps: config.maxSteps || DEFAULT_MAX_STEPS }
this.#llm = new LLM(this.config)
this.tools = new Map(tools)
this.pageController = config.pageController
// Listen to LLM retry events
this.#llm.addEventListener('retry', (e) => {
const { attempt, maxAttempts } = (e as CustomEvent).detail
this.emitActivity({ type: 'retrying', attempt, maxAttempts })
// Also push to history for panel rendering
this.history.push({
type: 'retry',
message: `LLM retry attempt ${attempt} of ${maxAttempts}`,
attempt,
maxAttempts,
})
this.#emitHistoryChange()
})
this.#llm.addEventListener('error', (e) => {
const error = (e as CustomEvent).detail.error as Error | InvokeError
if ((error as any)?.rawError?.name === 'AbortError') return
const message = String(error)
this.emitActivity({ type: 'error', message })
// Also push to history for panel rendering
this.history.push({
type: 'error',
message,
rawResponse: (error as InvokeError).rawResponse,
})
this.#emitHistoryChange()
})
if (this.config.customTools) {
for (const [name, tool] of Object.entries(this.config.customTools)) {
if (tool === null) {
this.tools.delete(name)
continue
}
this.tools.set(name, tool)
}
}
if (!this.config.experimentalScriptExecutionTool) {
this.tools.delete('execute_javascript')
}
}
/** Get current agent status */
get status(): AgentStatus {
return this.#status
}
/** Emit statuschange event */
#emitStatusChange(): void {
this.dispatchEvent(new Event('statuschange'))
}
/** Emit historychange event */
#emitHistoryChange(): void {
this.dispatchEvent(new Event('historychange'))
}
/**
* Emit activity event - for transient UI feedback
* @param activity - Current agent activity
*/
emitActivity(activity: AgentActivity): void {
this.dispatchEvent(new CustomEvent('activity', { detail: activity }))
}
/** Update status and emit event */
#setStatus(status: AgentStatus): void {
if (this.#status !== status) {
this.#status = status
this.#emitStatusChange()
}
}
/**
* Push a persistent observation to the history event stream.
* This will be visible in <agent_history> and remain in memory across steps.
*/
pushObservation(content: string): void {
this.history.push({ type: 'observation', content })
this.#emitHistoryChange()
}
async execute(task: string): Promise<ExecutionResult> {
if (!task) throw new Error('Task is required')
this.task = task
this.taskId = uid()
// Disable ask_user tool if onAskUser is not set
if (!this.onAskUser) {
this.tools.delete('ask_user')
}
const onBeforeStep = this.config.onBeforeStep
const onAfterStep = this.config.onAfterStep
const onBeforeTask = this.config.onBeforeTask
const onAfterTask = this.config.onAfterTask
await onBeforeTask?.(this)
// Show mask
await this.pageController.showMask()
if (this.#abortController) {
this.#abortController.abort()
this.#abortController = new AbortController()
}
this.history = []
this.#setStatus('running')
this.#emitHistoryChange()
// Reset states
this.states = {
totalWaitTime: 0,
lastURL: '',
}
try {
let step = 0
while (true) {
await this.#generateObservations(step)
await onBeforeStep?.(this, step)
console.group(`step: ${step}`)
// abort
if (this.#abortController.signal.aborted) throw new Error('AbortError')
// Thinking
console.log(chalk.blue('Thinking...'))
this.emitActivity({ type: 'thinking' })
const result = await this.#llm.invoke(
[
{
role: 'system',
content: this.#getSystemPrompt(),
},
{
role: 'user',
content: await this.#assembleUserPrompt(),
},
],
{ AgentOutput: this.#packMacroTool() },
this.#abortController.signal,
{
toolChoiceName: 'AgentOutput',
normalizeResponse,
}
)
const macroResult = result.toolResult as MacroToolResult
const input = macroResult.input
const output = macroResult.output
const reflection: Partial<AgentReflection> = {
evaluation_previous_goal: input.evaluation_previous_goal,
memory: input.memory,
next_goal: input.next_goal,
}
const actionName = Object.keys(input.action)[0]
const action: AgentStepEvent['action'] = {
name: actionName,
input: input.action[actionName],
output: output,
}
this.history.push({
type: 'step',
stepIndex: step,
reflection,
action,
usage: result.usage,
rawResponse: result.rawResponse,
} as AgentStepEvent)
this.#emitHistoryChange()
console.log(chalk.green('Step finished:'), actionName)
console.groupEnd()
await onAfterStep?.(this, this.history)
step++
if (step > this.config.maxSteps) {
this.#onDone('Step count exceeded maximum limit', false)
const result: ExecutionResult = {
success: false,
data: 'Step count exceeded maximum limit',
history: this.history,
}
await onAfterTask?.(this, result)
return result
}
if (actionName === 'done') {
const success = action.input?.success ?? false
const text = action.input?.text || 'no text provided'
console.log(chalk.green.bold('Task completed'), success, text)
this.#onDone(text, success)
const result: ExecutionResult = {
success,
data: text,
history: this.history,
}
await onAfterTask?.(this, result)
return result
}
}
} catch (error: unknown) {
console.error('Task failed', error)
const errorMessage = String(error)
this.emitActivity({ type: 'error', message: errorMessage })
this.#onDone(errorMessage, false)
const result: ExecutionResult = {
success: false,
data: errorMessage,
history: this.history,
}
await onAfterTask?.(this, result)
return result
}
}
/**
* Merge all tools into a single MacroTool with the following input:
* - thinking: string
* - evaluation_previous_goal: string
* - memory: string
* - next_goal: string
* - action: { toolName: toolInput }
* where action must be selected from tools defined in this.tools
*/
#packMacroTool(): Tool<MacroToolInput, MacroToolResult> {
const tools = this.tools
const actionSchemas = Array.from(tools.entries()).map(([toolName, tool]) => {
return zod.object({ [toolName]: tool.inputSchema }).describe(tool.description)
})
const actionSchema = zod.union(
actionSchemas as unknown as [zod.ZodType, zod.ZodType, ...zod.ZodType[]]
)
const macroToolSchema = zod.object({
// thinking: zod.string().optional(),
evaluation_previous_goal: zod.string().optional(),
memory: zod.string().optional(),
next_goal: zod.string().optional(),
action: actionSchema,
})
return {
description: 'You MUST call this tool every step. Outputs your reflections and next action.',
inputSchema: macroToolSchema as zod.ZodType<MacroToolInput>,
execute: async (input: MacroToolInput): Promise<MacroToolResult> => {
// abort
if (this.#abortController.signal.aborted) throw new Error('AbortError')
console.log(chalk.blue.bold('MacroTool execute'), input)
const action = input.action
const toolName = Object.keys(action)[0]
const toolInput = action[toolName]
// Build reflection text, only include non-empty fields
const reflectionLines: string[] = []
if (input.evaluation_previous_goal)
reflectionLines.push(`✅: ${input.evaluation_previous_goal}`)
if (input.memory) reflectionLines.push(`💾: ${input.memory}`)
if (input.next_goal) reflectionLines.push(`🎯: ${input.next_goal}`)
const reflectionText = reflectionLines.length > 0 ? reflectionLines.join('\n') : ''
if (reflectionText) {
console.log(reflectionText)
}
// Find the corresponding tool
const tool = tools.get(toolName)
assert(tool, `Tool ${toolName} not found. (@note should have been caught before this!!!)`)
console.log(chalk.blue.bold(`Executing tool: ${toolName}`), toolInput)
// Emit executing activity
this.emitActivity({ type: 'executing', tool: toolName, input: toolInput })
const startTime = Date.now()
// Execute tool, bind `this` to PageAgent
const result = await tool.execute.bind(this)(toolInput)
const duration = Date.now() - startTime
console.log(chalk.green.bold(`Tool (${toolName}) executed for ${duration}ms`), result)
// Emit executed activity
this.emitActivity({
type: 'executed',
tool: toolName,
input: toolInput,
output: result,
duration,
})
// Reset wait time for non-wait tools
if (toolName !== 'wait') {
this.states.totalWaitTime = 0
}
// Return structured result
return {
input,
output: result,
}
},
}
}
/**
* Get system prompt, dynamically replace language settings based on configured language
*/
#getSystemPrompt(): string {
let systemPrompt = SYSTEM_PROMPT
const targetLanguage = this.config.language === 'zh-CN' ? '中文' : 'English'
systemPrompt = systemPrompt.replace(
/Default working language: \*\*.*?\*\*/,
`Default working language: **${targetLanguage}**`
)
return systemPrompt
}
/**
* Get instructions from config and format as XML block
*/
async #getInstructions(): Promise<string> {
const { instructions } = this.config
if (!instructions) return ''
const systemInstructions = instructions.system?.trim()
const url = await this.pageController.getCurrentUrl()
let pageInstructions: string | undefined
if (instructions.getPageInstructions) {
try {
pageInstructions = instructions.getPageInstructions(url)?.trim()
} catch (error) {
console.error(
chalk.red('[PageAgent] Failed to execute getPageInstructions callback:'),
error
)
}
}
if (!systemInstructions && !pageInstructions) return ''
let result = '<instructions>\n'
if (systemInstructions) {
result += `<system_instructions>\n${systemInstructions}\n</system_instructions>\n`
}
if (pageInstructions) {
result += `<page_instructions>\n${pageInstructions}\n</page_instructions>\n`
}
result += '</instructions>\n\n'
return result
}
/**
* Generate observations before each step
* - URL change detection
* - Too many steps warning
* @todo loop detection
* @todo console error
*/
async #generateObservations(stepCount: number): Promise<void> {
// Detect URL change
const currentURL = await this.pageController.getCurrentUrl()
if (currentURL !== this.states.lastURL) {
this.pushObservation(`Page navigated to → ${currentURL}`)
this.states.lastURL = currentURL
await waitFor(0.5) // wait for page to stabilize
}
// Warn about remaining steps
const remaining = this.config.maxSteps - stepCount
if (remaining === 5) {
this.pushObservation(
`⚠️ Only ${remaining} steps remaining. Consider wrapping up or calling done with partial results.`
)
} else if (remaining === 2) {
this.pushObservation(
`⚠️ Critical: Only ${remaining} steps left! You must finish the task or call done immediately.`
)
}
}
async #assembleUserPrompt(): Promise<string> {
let prompt = ''
// <instructions> (optional)
prompt += await this.#getInstructions()
// <agent_state>
// - <user_request>
// - <step_info>
// <agent_state>
const stepCount = this.history.filter((e) => e.type === 'step').length
prompt += `<agent_state>
<user_request>
${this.task}
</user_request>
<step_info>
Step ${stepCount + 1} of ${this.config.maxSteps} max possible steps
Current date and time: ${new Date().toISOString()}
</step_info>
</agent_state>
`
// <agent_history>
// - <step_N> for steps
// - <sys> for observations and system messages
prompt += '\n<agent_history>\n'
let stepIndex = 0
for (const event of this.history) {
if (event.type === 'step') {
stepIndex++
prompt += `<step_${stepIndex}>
Evaluation of Previous Step: ${event.reflection.evaluation_previous_goal}
Memory: ${event.reflection.memory}
Next Goal: ${event.reflection.next_goal}
Action Results: ${event.action.output}
</step_${stepIndex}>
`
} else if (event.type === 'observation') {
prompt += `<sys>${event.content}</sys>\n`
} else if (event.type === 'user_takeover') {
prompt += `<sys>User took over control and made changes to the page.</sys>\n`
} else if (event.type === 'error') {
// Error events are mainly for panel rendering, not included in LLM context
// to avoid polluting the agent's reasoning with transient errors
}
}
prompt += '</agent_history>\n\n'
// <browser_state>
prompt += await this.#getBrowserState()
return trimLines(prompt)
}
#onDone(text: string, success = true) {
this.pageController.cleanUpHighlights()
this.pageController.hideMask() // No await - fire and forget
this.#setStatus(success ? 'completed' : 'error')
this.#abortController.abort()
}
async #getBrowserState(): Promise<string> {
const state = await this.pageController.getBrowserState()
let content = state.content
if (this.config.transformPageContent) {
content = await this.config.transformPageContent(content)
}
return trimLines(`<browser_state>
Current Page: [${state.title}](${state.url})
${state.header}
${content}
${state.footer}
</browser_state>
`)
}
dispose() {
console.log('Disposing PageAgent...')
this.disposed = true
this.pageController.dispose()
// this.history = []
this.#abortController.abort()
// Emit dispose event for UI cleanup
this.dispatchEvent(new Event('dispose'))
this.config.onDispose?.(this)
}
}