Merge pull request #527 from alibaba/fix/abort-error-contract
improve error handling
This commit is contained in:
@@ -103,11 +103,14 @@ export class PageAgentCore extends EventTarget {
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this.tools = new Map(tools)
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this.pageController = config.pageController
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// Listen to LLM retry events
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this.#llm.addEventListener('retry', (e) => {
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const { attempt, maxAttempts } = (e as CustomEvent).detail
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const { attempt, maxAttempts, lastError } = (e as CustomEvent).detail
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this.#emitActivity({ type: 'retrying', attempt, maxAttempts })
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// Also push to history for panel rendering
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this.history.push({
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type: 'error',
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message: String(lastError),
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rawResponse: (lastError as InvokeError).rawResponse,
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})
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this.history.push({
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type: 'retry',
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message: `LLM retry attempt ${attempt} of ${maxAttempts}`,
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@@ -116,19 +119,6 @@ export class PageAgentCore extends EventTarget {
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})
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this.#emitHistoryChange()
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})
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this.#llm.addEventListener('error', (e) => {
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const error = (e as CustomEvent).detail.error as Error | InvokeError
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if ((error as any)?.rawError?.name === 'AbortError') return
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const message = String(error)
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this.#emitActivity({ type: 'error', message })
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// Also push to history for panel rendering
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this.history.push({
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type: 'error',
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message,
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rawResponse: (error as InvokeError).rawResponse,
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})
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this.#emitHistoryChange()
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})
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if (this.config.customTools) {
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for (const [name, tool] of Object.entries(this.config.customTools)) {
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@@ -312,9 +302,9 @@ export class PageAgentCore extends EventTarget {
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}
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} catch (error: unknown) {
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console.groupEnd() // to prevent nested groups
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const isAbortError = (error as any)?.rawError?.name === 'AbortError'
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const isAbortError = (error as any)?.name === 'AbortError'
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console.error('Task failed', error)
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if (!isAbortError) console.error('Task failed', error)
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const errorMessage = isAbortError ? 'Task stopped' : String(error)
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this.#emitActivity({ type: 'error', message: errorMessage })
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this.history.push({ type: 'error', message: errorMessage, rawResponse: error })
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@@ -378,8 +368,7 @@ export class PageAgentCore extends EventTarget {
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description: 'You MUST call this tool every step!',
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inputSchema: macroToolSchema as z.ZodType<MacroToolInput>,
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execute: async (input: MacroToolInput): Promise<MacroToolResult> => {
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// abort
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if (this.#abortController.signal.aborted) throw new Error('AbortError')
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this.#abortController.signal.throwIfAborted()
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console.log(chalk.blue.bold('MacroTool input'), input)
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const action = input.action
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@@ -25,6 +25,8 @@ export class OpenAIClient implements LLMClient {
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abortSignal?: AbortSignal,
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options?: InvokeOptions
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): Promise<InvokeResult> {
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abortSignal?.throwIfAborted()
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// 1. Convert tools to OpenAI format
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const openaiTools = Object.entries(tools).map(([name, t]) => zodToOpenAITool(name, t))
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@@ -70,17 +72,20 @@ export class OpenAIClient implements LLMClient {
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signal: abortSignal,
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})
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} catch (error: unknown) {
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const isAbortError = (error as any)?.name === 'AbortError'
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const errorMessage = isAbortError ? 'Network request aborted' : 'Network request failed'
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if (!isAbortError) console.error(error)
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throw new InvokeError(InvokeErrorTypes.NETWORK_ERROR, errorMessage, error)
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if ((error as any)?.name === 'AbortError') throw error
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console.error(error)
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throw new InvokeError(InvokeErrorTypes.NETWORK_ERROR, 'Network request failed', error)
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}
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// 3. Handle HTTP errors
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if (!response.ok) {
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const errorData = await response.json().catch()
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const errorMessage =
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(errorData as { error?: { message?: string } }).error?.message || response.statusText
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let errorData: any
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try {
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errorData = await response.json()
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} catch (error) {
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if ((error as any)?.name === 'AbortError') throw error
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}
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const errorMessage = errorData?.error?.message || response.statusText
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if (response.status === 401 || response.status === 403) {
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throw new InvokeError(
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@@ -111,11 +116,21 @@ export class OpenAIClient implements LLMClient {
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}
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// 4. Parse and validate response
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const data = await response.json()
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let data: any
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try {
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data = await response.json()
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} catch (error) {
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if ((error as any)?.name === 'AbortError') throw error
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throw new InvokeError(
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InvokeErrorTypes.INVALID_RESPONSE,
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'Response body is not valid JSON',
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error
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)
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}
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const choice = data.choices?.[0]
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if (!choice) {
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throw new InvokeError(InvokeErrorTypes.UNKNOWN, 'No choices in response', data)
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throw new InvokeError(InvokeErrorTypes.INVALID_SCHEMA, 'No choices in response', data)
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}
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// Check finish_reason
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@@ -140,7 +155,7 @@ export class OpenAIClient implements LLMClient {
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)
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default:
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throw new InvokeError(
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InvokeErrorTypes.UNKNOWN,
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InvokeErrorTypes.INVALID_SCHEMA,
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`Unexpected finish_reason: ${choice.finish_reason}`,
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undefined,
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data
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@@ -212,11 +227,12 @@ export class OpenAIClient implements LLMClient {
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let toolResult: unknown
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try {
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toolResult = await tool.execute(toolInput)
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} catch (e) {
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} catch (error: unknown) {
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if ((error as any)?.name === 'AbortError') throw error
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throw new InvokeError(
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InvokeErrorTypes.TOOL_EXECUTION_ERROR,
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`Tool execution failed: ${(e as Error).message}`,
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e,
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`Tool execution failed: ${(error as Error)?.message}`,
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error,
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data
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)
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}
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@@ -1,5 +1,5 @@
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/**
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* Error types and error handling for LLM invocations
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* Error types and error handling for LLM invocations.
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*/
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export const InvokeErrorTypes = {
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@@ -10,6 +10,8 @@ export const InvokeErrorTypes = {
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NO_TOOL_CALL: 'no_tool_call', // Model did not call tool
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INVALID_TOOL_ARGS: 'invalid_tool_args', // Tool args don't match schema
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TOOL_EXECUTION_ERROR: 'tool_execution_error', // Tool execution error
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INVALID_RESPONSE: 'invalid_response', // Response body is not valid JSON
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INVALID_SCHEMA: 'invalid_schema', // Response is valid JSON but doesn't match expected shape
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UNKNOWN: 'unknown',
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@@ -22,6 +24,18 @@ export const InvokeErrorTypes = {
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type InvokeErrorType = (typeof InvokeErrorTypes)[keyof typeof InvokeErrorTypes]
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const RETRYABLE_TYPES: readonly InvokeErrorType[] = [
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InvokeErrorTypes.NETWORK_ERROR,
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InvokeErrorTypes.RATE_LIMIT,
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InvokeErrorTypes.SERVER_ERROR,
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InvokeErrorTypes.NO_TOOL_CALL,
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InvokeErrorTypes.INVALID_TOOL_ARGS,
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InvokeErrorTypes.TOOL_EXECUTION_ERROR,
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InvokeErrorTypes.INVALID_RESPONSE,
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InvokeErrorTypes.INVALID_SCHEMA,
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InvokeErrorTypes.UNKNOWN,
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]
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export class InvokeError extends Error {
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type: InvokeErrorType
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retryable: boolean
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@@ -35,24 +49,8 @@ export class InvokeError extends Error {
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super(message)
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this.name = 'InvokeError'
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this.type = type
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this.retryable = this.isRetryable(type, rawError)
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this.retryable = RETRYABLE_TYPES.includes(type)
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this.rawError = rawError
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this.rawResponse = rawResponse
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}
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private isRetryable(type: InvokeErrorType, rawError?: unknown): boolean {
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const isAbortError = (rawError as any)?.name === 'AbortError'
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if (isAbortError) return false
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const retryableTypes: InvokeErrorType[] = [
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InvokeErrorTypes.NETWORK_ERROR,
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InvokeErrorTypes.RATE_LIMIT,
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InvokeErrorTypes.SERVER_ERROR,
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InvokeErrorTypes.NO_TOOL_CALL,
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InvokeErrorTypes.INVALID_TOOL_ARGS,
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InvokeErrorTypes.TOOL_EXECUTION_ERROR,
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InvokeErrorTypes.UNKNOWN,
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]
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return retryableTypes.includes(type)
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}
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}
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@@ -50,65 +50,43 @@ export class LLM extends EventTarget {
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abortSignal: AbortSignal,
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options?: InvokeOptions
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): Promise<InvokeResult> {
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return await withRetry(
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async () => {
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// in case user aborted before invoking
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if (abortSignal.aborted) throw new Error('AbortError')
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const result = await this.client.invoke(messages, tools, abortSignal, options)
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return result
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return await withRetry(async () => this.client.invoke(messages, tools, abortSignal, options), {
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maxRetries: this.config.maxRetries,
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onRetry: (attempt, lastError) => {
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this.dispatchEvent(
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new CustomEvent('retry', {
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detail: { attempt, maxAttempts: this.config.maxRetries, lastError },
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})
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)
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},
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// retry settings
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{
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maxRetries: this.config.maxRetries,
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onRetry: (attempt: number) => {
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this.dispatchEvent(
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new CustomEvent('retry', { detail: { attempt, maxAttempts: this.config.maxRetries } })
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)
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},
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onError: (error: Error) => {
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this.dispatchEvent(new CustomEvent('error', { detail: { error } }))
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},
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}
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)
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})
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}
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}
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/**
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* Retry a function until it succeeds or reaches the maximum number of retries.
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*/
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async function withRetry<T>(
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fn: () => Promise<T>,
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settings: {
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maxRetries: number
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onRetry: (attempt: number) => void
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onError: (error: Error) => void
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onRetry: (attempt: number, lastError: Error) => void
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}
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): Promise<T> {
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let attempt = 0
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let lastError: Error | null = null
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while (attempt <= settings.maxRetries) {
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if (attempt > 0) {
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settings.onRetry(attempt)
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await new Promise((resolve) => setTimeout(resolve, 100))
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}
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while (true) {
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try {
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return await fn()
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} catch (error: unknown) {
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// do not retry if aborted by user
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if ((error as any)?.rawError?.name === 'AbortError') throw error
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console.error(error)
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settings.onError(error as Error)
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// do not retry if error is not retryable (InvokeError)
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if ((error as any)?.name === 'AbortError') throw error
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if (error instanceof InvokeError && !error.retryable) throw error
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lastError = error as Error
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attempt++
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if (attempt > settings.maxRetries) throw error
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console.debug('[LLM] retryable failure, will retry:', error)
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settings.onRetry(attempt, error as Error)
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await new Promise((resolve) => setTimeout(resolve, 100))
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}
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}
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throw lastError!
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}
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