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unknown[]) => Promise | unknown;\n}\n\nexport interface FunctionCall {\n name: string;\n arguments: Record;\n}\n\nexport interface ToolResult {\n success: boolean;\n result?: unknown;\n error?: string;\n}\n\n// Agent Types\nexport type TaskStatus = 'idle' | 'running' | 'completed' | 'failed' | 'stopped';\n\nexport interface AgentStep {\n iteration: number;\n thought?: string;\n action?: FunctionCall;\n observation?: ToolResult;\n timestamp: number;\n}\n\nexport interface AgentConfig {\n maxIterations: number;\n functions?: FunctionDefinition[];\n systemPrompt?: string;\n onStep?: (step: AgentStep) => void;\n stopCondition?: (steps: AgentStep[]) => boolean;\n}\n\nexport interface AdvancedAgentConfig extends AgentConfig {\n planningPrompt?: string;\n reflectionPrompt?: string;\n maxReflections?: number;\n enablePlanning?: boolean;\n}\n\nexport interface AgentResult {\n status: TaskStatus;\n steps: AgentStep[];\n finalAnswer?: string;\n error?: Error;\n iterations: number;\n}\n\nexport interface AgentPlan {\n steps: string[];\n dependencies: Record;\n}\n\n// Error Types\nexport class PromptAPIError extends Error {\n public override readonly cause?: unknown;\n \n constructor(\n message: string,\n public readonly code?: string,\n cause?: unknown\n ) {\n super(message);\n this.name = 'PromptAPIError';\n this.cause = cause;\n }\n}\n\nexport class QuotaExceededError extends PromptAPIError {\n constructor(message: string) {\n super(message, 'QUOTA_EXCEEDED');\n this.name = 'QuotaExceededError';\n }\n}\n\nexport class SessionError extends PromptAPIError {\n constructor(message: string, cause?: unknown) {\n super(message, 'SESSION_ERROR', cause);\n this.name = 'SessionError';\n }\n}\n\nexport class StructuredOutputError extends PromptAPIError {\n constructor(message: string, cause?: unknown) {\n super(message, 'STRUCTURED_OUTPUT_ERROR', cause);\n this.name = 'StructuredOutputError';\n }\n}\n\nexport class FunctionCallError extends PromptAPIError {\n constructor(message: string, cause?: unknown) {\n super(message, 'FUNCTION_CALL_ERROR', cause);\n this.name = 'FunctionCallError';\n }\n}\n\n// Utility Types\nexport interface ConversationMessage {\n role: MessageRole;\n content: string;\n timestamp?: number;\n}\n\nexport interface QuotaInfo {\n maxTokens: number;\n tokensUsed: number;\n tokensRemaining: number;\n percentageUsed: number;\n}\n\n","/**\n * Type definitions exports\n */\n\nexport * from './chrome-api.types';\nexport * from './library.types';\n\n","/**\n * Session persistence utilities using localStorage\n */\n\nimport type { SessionData, InitialPrompt } from '../types';\nimport { SessionError } from '../types';\n\nconst STORAGE_KEY_PREFIX = 'prompt-api-session-';\nconst STORAGE_INDEX_KEY = 'prompt-api-sessions-index';\n\nexport interface SessionStorageOptions {\n ttl?: number; // Time to live in milliseconds\n compress?: boolean;\n}\n\nexport class SessionStorage {\n private isAvailable: boolean;\n\n constructor() {\n this.isAvailable = this.checkStorageAvailability();\n }\n\n private checkStorageAvailability(): boolean {\n try {\n if (typeof window === 'undefined' || !window.localStorage) {\n return false;\n }\n\n const testKey = '__test__';\n localStorage.setItem(testKey, 'test');\n localStorage.removeItem(testKey);\n return true;\n } catch {\n return false;\n }\n }\n\n save(sessionId: string, data: SessionData, options: SessionStorageOptions = {}): void {\n if (!this.isAvailable) {\n console.warn('localStorage not available, session will not be persisted');\n return;\n }\n\n try {\n const storageData = {\n ...data,\n expiresAt: options.ttl ? Date.now() + options.ttl : null,\n };\n\n const serialized = JSON.stringify(storageData);\n const key = STORAGE_KEY_PREFIX + sessionId;\n\n localStorage.setItem(key, serialized);\n this.updateIndex(sessionId);\n } catch (error) {\n throw new SessionError('Failed to save session to storage', error);\n }\n }\n\n load(sessionId: string): SessionData | null {\n if (!this.isAvailable) {\n return null;\n }\n\n try {\n const key = STORAGE_KEY_PREFIX + sessionId;\n const serialized = localStorage.getItem(key);\n\n if (!serialized) {\n return null;\n }\n\n const data = JSON.parse(serialized);\n\n // Check if expired\n if (data.expiresAt && Date.now() > data.expiresAt) {\n this.delete(sessionId);\n return null;\n }\n\n return {\n id: data.id,\n initialPrompts: data.initialPrompts,\n topK: data.topK,\n temperature: data.temperature,\n createdAt: data.createdAt,\n updatedAt: data.updatedAt,\n };\n } catch (error) {\n throw new SessionError('Failed to load session from storage', error);\n }\n }\n\n delete(sessionId: string): void {\n if (!this.isAvailable) {\n return;\n }\n\n try {\n const key = STORAGE_KEY_PREFIX + sessionId;\n localStorage.removeItem(key);\n this.removeFromIndex(sessionId);\n } catch (error) {\n console.warn('Failed to delete session:', error);\n }\n }\n\n list(): string[] {\n if (!this.isAvailable) {\n return [];\n }\n\n try {\n const index = localStorage.getItem(STORAGE_INDEX_KEY);\n if (!index) {\n return [];\n }\n\n return JSON.parse(index);\n } catch {\n return [];\n }\n }\n\n cleanup(olderThan?: number): number {\n if (!this.isAvailable) {\n return 0;\n }\n\n const sessionIds = this.list();\n let cleanedCount = 0;\n const cutoffTime = olderThan ? Date.now() - olderThan : null;\n\n for (const sessionId of sessionIds) {\n const data = this.load(sessionId);\n\n if (!data) {\n cleanedCount++;\n continue;\n }\n\n if (cutoffTime && data.updatedAt < cutoffTime) {\n this.delete(sessionId);\n cleanedCount++;\n }\n }\n\n return cleanedCount;\n }\n\n clear(): void {\n if (!this.isAvailable) {\n return;\n }\n\n const sessionIds = this.list();\n for (const sessionId of sessionIds) {\n this.delete(sessionId);\n }\n\n localStorage.removeItem(STORAGE_INDEX_KEY);\n }\n\n private updateIndex(sessionId: string): void {\n const sessions = this.list();\n if (!sessions.includes(sessionId)) {\n sessions.push(sessionId);\n localStorage.setItem(STORAGE_INDEX_KEY, JSON.stringify(sessions));\n }\n }\n\n private removeFromIndex(sessionId: string): void {\n const sessions = this.list();\n const filtered = sessions.filter((id) => id !== sessionId);\n localStorage.setItem(STORAGE_INDEX_KEY, JSON.stringify(filtered));\n }\n\n getStorageSize(): number {\n if (!this.isAvailable) {\n return 0;\n }\n\n const sessionIds = this.list();\n let totalSize = 0;\n\n for (const sessionId of sessionIds) {\n const key = STORAGE_KEY_PREFIX + sessionId;\n const value = localStorage.getItem(key);\n if (value) {\n totalSize += new Blob([value]).size;\n }\n }\n\n return totalSize;\n }\n}\n\nexport function generateSessionId(): string {\n return `${Date.now()}-${Math.random().toString(36).substring(2, 11)}`;\n}\n\nexport function compressHistory(prompts: InitialPrompt[], maxLength = 10): InitialPrompt[] {\n if (prompts.length <= maxLength) {\n return prompts;\n }\n\n // Keep system prompts and the most recent messages\n const systemPrompts = prompts.filter((p) => p.role === 'system');\n const otherPrompts = prompts.filter((p) => p.role !== 'system');\n const recentPrompts = otherPrompts.slice(-maxLength + systemPrompts.length);\n\n return [...systemPrompts, ...recentPrompts];\n}\n\n","/**\n * Quota tracking and management utilities\n */\n\nimport type { QuotaInfo, LanguageModel } from '../types';\nimport { QuotaExceededError } from '../types';\n\nexport class QuotaTracker {\n constructor(private session: LanguageModel) {}\n\n getQuotaInfo(): QuotaInfo {\n const maxTokens = this.session.maxTokens;\n const tokensUsed = this.session.tokensSoFar;\n const tokensRemaining = this.session.tokensLeft;\n\n return {\n maxTokens,\n tokensUsed,\n tokensRemaining,\n percentageUsed: (tokensUsed / maxTokens) * 100,\n };\n }\n\n hasAvailableQuota(minimumTokens = 100): boolean {\n return this.session.tokensLeft >= minimumTokens;\n }\n\n getQuotaWarningLevel(): 'safe' | 'warning' | 'critical' | 'exhausted' {\n const info = this.getQuotaInfo();\n\n if (info.percentageUsed >= 100) {\n return 'exhausted';\n }\n\n if (info.percentageUsed >= 90) {\n return 'critical';\n }\n\n if (info.percentageUsed >= 70) {\n return 'warning';\n }\n\n return 'safe';\n }\n\n shouldWarnUser(): boolean {\n const level = this.getQuotaWarningLevel();\n return level === 'warning' || level === 'critical';\n }\n\n throwIfExhausted(): void {\n if (this.getQuotaWarningLevel() === 'exhausted') {\n throw new QuotaExceededError(\n 'Session quota exhausted. Please create a new session or clone the current one.'\n );\n }\n }\n\n getCleanupSuggestion(): string {\n const level = this.getQuotaWarningLevel();\n const info = this.getQuotaInfo();\n\n switch (level) {\n case 'exhausted':\n return 'Quota fully exhausted. Create a new session immediately.';\n case 'critical':\n return `Only ${info.tokensRemaining} tokens remaining. Consider cloning the session soon.`;\n case 'warning':\n return `${info.percentageUsed.toFixed(1)}% of quota used. Plan to refresh the session.`;\n default:\n return 'Quota usage is healthy.';\n }\n }\n\n async estimatePromptCost(prompt: string): Promise {\n try {\n return await this.session.countPromptTokens(prompt);\n } catch (error) {\n // Fallback estimation (rough approximation: ~4 chars per token)\n return Math.ceil(prompt.length / 4);\n }\n }\n\n async canAffordPrompt(prompt: string): Promise {\n const estimatedCost = await this.estimatePromptCost(prompt);\n return this.session.tokensLeft >= estimatedCost;\n }\n}\n\nexport function calculateRemainingMessages(\n quotaInfo: QuotaInfo,\n averageMessageLength = 500\n): number {\n // Rough estimation: ~4 chars per token, accounting for both input and output\n const estimatedTokensPerMessage = Math.ceil((averageMessageLength * 2) / 4);\n return Math.floor(quotaInfo.tokensRemaining / estimatedTokensPerMessage);\n}\n\nexport function formatQuotaInfo(info: QuotaInfo): string {\n return `Quota: ${info.tokensUsed}/${info.maxTokens} tokens used (${info.percentageUsed.toFixed(1)}%)`;\n}\n\n","/**\n * Session management for Chrome Prompt API\n */\n\nimport type {\n LanguageModel,\n SessionOptions,\n SessionData,\n PromptOptions,\n} from '../types';\nimport { SessionError } from '../types';\nimport { SessionStorage, generateSessionId, compressHistory } from '../utils/session-storage';\nimport { QuotaTracker } from '../utils/quota-manager';\n\nexport class SessionManager {\n private session: LanguageModel | undefined;\n private sessionId: string;\n private storage: SessionStorage;\n private quotaTracker: QuotaTracker | null = null;\n private enablePersistence: boolean;\n\n constructor(\n sessionId?: string,\n options: { enablePersistence?: boolean } = {}\n ) {\n this.sessionId = sessionId || generateSessionId();\n this.storage = new SessionStorage();\n this.enablePersistence = options.enablePersistence ?? true;\n }\n\n async create(options: SessionOptions = {}): Promise {\n try {\n // Get default parameters\n const sessionOptions = {\n topK: options.topK ?? 3,\n temperature: options.temperature ?? 0.7,\n initialPrompts: options.initialPrompts ?? [],\n };\n\n // Add system prompt if provided\n if (options.systemPrompt) {\n sessionOptions.initialPrompts.unshift({\n role: 'system' as const,\n content: options.systemPrompt,\n });\n }\n\n this.session = await window?.LanguageModel?.create(sessionOptions);\n if (!this.session) {\n throw new SessionError('Failed to create session');\n }\n this.quotaTracker = new QuotaTracker(this.session);\n\n // Save session data if persistence is enabled\n if (this.enablePersistence) {\n this.saveSessionData({\n id: this.sessionId,\n initialPrompts: sessionOptions.initialPrompts,\n topK: sessionOptions.topK,\n temperature: sessionOptions.temperature,\n createdAt: Date.now(),\n updatedAt: Date.now(),\n });\n }\n\n return this.session;\n } catch (error) {\n throw new SessionError('Failed to create session', error);\n }\n }\n\n async restore(sessionId: string): Promise {\n const sessionData = this.storage.load(sessionId);\n\n if (!sessionData) {\n throw new SessionError(`Session ${sessionId} not found in storage`);\n }\n\n this.sessionId = sessionId;\n\n return this.create({\n topK: sessionData.topK,\n temperature: sessionData.temperature,\n initialPrompts: sessionData.initialPrompts,\n });\n }\n\n async clone(): Promise {\n if (!this.session) {\n throw new SessionError('No active session to clone');\n }\n\n try {\n const clonedSession = await this.session.clone();\n const newManager = new SessionManager(undefined, {\n enablePersistence: this.enablePersistence,\n });\n newManager.session = clonedSession;\n newManager.quotaTracker = new QuotaTracker(clonedSession);\n\n return newManager;\n } catch (error) {\n throw new SessionError('Failed to clone session', error);\n }\n }\n\n async prompt(input: string, options?: PromptOptions): Promise {\n if (!this.session) {\n throw new SessionError('No active session. Call create() first.');\n }\n\n try {\n this.quotaTracker?.throwIfExhausted();\n\n const result = await this.session.prompt(input, options);\n\n // Update session history if persistence is enabled\n if (this.enablePersistence) {\n this.updateHistory(input, result);\n }\n\n return result;\n } catch (error) {\n throw new SessionError('Failed to prompt session', error);\n }\n }\n\n promptStreaming(input: string, options?: PromptOptions): ReadableStream {\n if (!this.session) {\n throw new SessionError('No active session. Call create() first.');\n }\n\n this.quotaTracker?.throwIfExhausted();\n\n return this.session.promptStreaming(input, options);\n }\n\n async countTokens(input: string): Promise {\n if (!this.session) {\n throw new SessionError('No active session. Call create() first.');\n }\n\n return this.session.countPromptTokens(input);\n }\n\n getQuotaTracker(): QuotaTracker {\n if (!this.quotaTracker) {\n throw new SessionError('No active session');\n }\n return this.quotaTracker;\n }\n\n getSession(): LanguageModel | undefined {\n return this.session;\n }\n\n getSessionId(): string {\n return this.sessionId;\n }\n\n destroy(): void {\n if (this.session) {\n this.session.destroy();\n this.session = undefined;\n this.quotaTracker = null;\n }\n }\n\n private saveSessionData(data: SessionData): void {\n try {\n this.storage.save(this.sessionId, data);\n } catch (error) {\n console.warn('Failed to save session data:', error);\n }\n }\n\n private updateHistory(userPrompt: string, assistantResponse: string): void {\n try {\n const sessionData = this.storage.load(this.sessionId);\n if (!sessionData) return;\n\n sessionData.initialPrompts.push(\n { role: 'user', content: userPrompt },\n { role: 'assistant', content: assistantResponse }\n );\n\n // Compress history to avoid localStorage limits\n sessionData.initialPrompts = compressHistory(sessionData.initialPrompts, 20);\n sessionData.updatedAt = Date.now();\n\n this.storage.save(this.sessionId, sessionData);\n } catch (error) {\n console.warn('Failed to update session history:', error);\n }\n }\n}\n\n","/**\n * Availability detection and model readiness utilities\n */\n\nimport type { AvailabilityStatus } from '../types';\nimport { PromptAPIError } from '../types';\n\nexport async function checkPromptAPIAvailability(): Promise {\n if (typeof window === 'undefined' || !window.LanguageModel) {\n return 'unavailable';\n }\n\n try {\n const availability = await window.LanguageModel.availability();\n\n if (availability === 'available') {\n return 'available';\n }\n\n if (availability === 'downloadable') {\n return 'downloadable';\n }\n\n if (availability === 'downloading') {\n return 'downloading';\n }\n\n return 'unavailable';\n } catch (error) {\n console.warn('Failed to check Prompt API availability:', error);\n return 'unavailable';\n }\n}\n\nexport interface WaitForModelOptions {\n timeout?: number;\n signal?: AbortSignal;\n}\n\nexport async function waitForModelReady(\n options: WaitForModelOptions = {}\n): Promise {\n const { timeout = 300000, signal } = options;\n\n const status = await checkPromptAPIAvailability();\n\n if (status === 'unavailable') {\n throw new PromptAPIError(\n 'Prompt API is not available in this browser. Please use Chrome 128+ with the origin trial token.'\n );\n }\n\n if (status === 'available') {\n return;\n }\n\n // Model needs to be downloaded\n return new Promise((resolve, reject) => {\n const timeoutId = timeout\n ? setTimeout(() => {\n reject(new PromptAPIError('Model download timeout exceeded'));\n }, timeout)\n : null;\n\n try {\n if (signal?.aborted) {\n if (timeoutId) clearTimeout(timeoutId);\n reject(new PromptAPIError('Model download aborted'));\n return;\n }\n\n const availability = checkPromptAPIAvailability();\n availability.then((status) => {\n if (status === 'available') {\n if (timeoutId) clearTimeout(timeoutId);\n resolve();\n return;\n }\n }).catch((error) => {\n reject(error);\n });\n\n } catch (error) {\n if (timeoutId) clearTimeout(timeoutId);\n reject(error);\n }\n\n signal?.addEventListener('abort', () => {\n if (timeoutId) clearTimeout(timeoutId);\n reject(new PromptAPIError('Model download aborted'));\n });\n });\n}\n\nexport function isFeatureAvailable(_feature: 'streaming' | 'structured'): boolean {\n // All features are available if the base API is available\n // This is a placeholder for future feature detection\n return typeof window !== 'undefined' && !!window.ai?.languageModel;\n}\n\n","/**\n * High-level client for Chrome Prompt API\n */\n\nimport type {\n AvailabilityStatus,\n SessionOptions,\n} from '../types';\nimport { PromptAPIError } from '../types';\nimport { SessionManager } from './session-manager';\nimport {\n checkPromptAPIAvailability,\n waitForModelReady,\n type WaitForModelOptions,\n} from '../utils/availability';\n\nexport class PromptClient {\n private sessions: Map = new Map();\n private isInitialized = false;\n\n async initialize(options?: WaitForModelOptions): Promise {\n const status = await checkPromptAPIAvailability();\n\n if (status === 'unavailable') {\n throw new PromptAPIError(\n 'Prompt API is not available. Please use Chrome 128+ with the origin trial enabled.'\n );\n }\n\n if (status === 'downloading') {\n await waitForModelReady(options);\n }\n\n this.isInitialized = true;\n }\n\n async checkAvailability(): Promise {\n return checkPromptAPIAvailability();\n }\n\n async createSession(options?: SessionOptions): Promise {\n if (!this.isInitialized) {\n await this.initialize();\n }\n\n const sessionId = options?.sessionId;\n const manager = new SessionManager(sessionId, {\n enablePersistence: options?.enablePersistence,\n });\n\n await manager.create(options);\n\n const id = manager.getSessionId();\n this.sessions.set(id, manager);\n\n return manager;\n }\n\n async restoreSession(sessionId: string): Promise {\n if (!this.isInitialized) {\n await this.initialize();\n }\n\n const manager = new SessionManager(sessionId);\n await manager.restore(sessionId);\n\n this.sessions.set(sessionId, manager);\n\n return manager;\n }\n\n getSession(sessionId: string): SessionManager | undefined {\n return this.sessions.get(sessionId);\n }\n\n destroySession(sessionId: string): void {\n const manager = this.sessions.get(sessionId);\n if (manager) {\n manager.destroy();\n this.sessions.delete(sessionId);\n }\n }\n\n destroyAllSessions(): void {\n for (const [id, manager] of this.sessions.entries()) {\n manager.destroy();\n this.sessions.delete(id);\n }\n }\n\n getActiveSessions(): string[] {\n return Array.from(this.sessions.keys());\n }\n\n isReady(): boolean {\n return this.isInitialized;\n }\n}\n\n// Singleton instance for convenience\nlet defaultClient: PromptClient | null = null;\n\nexport function getDefaultClient(): PromptClient {\n if (!defaultClient) {\n defaultClient = new PromptClient();\n }\n return defaultClient;\n}\n\n","/**\n * Core module exports\n */\n\nexport * from './session-manager';\nexport * from './prompt-client';\n\n","/**\n * Main entry point for use-prompt-api library\n * \n * This library provides a comprehensive TypeScript wrapper for Chrome's built-in\n * Prompt API with advanced features including structured output, function calling,\n * and agentic workflows.\n * \n * @example\n * ```typescript\n * import { PromptClient } from '@ahnopologetic/use-prompt-api';\n * \n * const client = new PromptClient();\n * await client.initialize();\n * \n * const session = await client.createSession({\n * systemPrompt: 'You are a helpful assistant',\n * temperature: 0.7\n * });\n * \n * const response = await session.prompt('Hello!');\n * ```\n */\n\n// Core API\nexport { SessionManager } from './core/session-manager';\nexport { PromptClient, getDefaultClient } from './core/prompt-client';\n\n// Structured Output\nexport { generateSchema, schemaToString, createSchemaPrompt } from './structured/schema-generator';\nexport { promptWithStructure, promptWithStructureStreaming } from './structured/structured-prompt';\nexport * from './structured/zod-helpers';\n\n// Function Calling\nexport {\n FunctionRegistry,\n createFunctionDefinition,\n createParameters,\n builtInFunctions,\n} from './function-calling/function-registry';\nexport {\n executeFunctionCall,\n executeFunctionCalls,\n formatToolResult,\n formatToolResults,\n} from './function-calling/function-executor';\nexport {\n buildFunctionSystemPrompt,\n buildFewShotExamples,\n parseFunctionCall,\n formatFunctionResult,\n createFunctionCallingPrompt,\n} from './function-calling/function-prompt-builder';\n\n// Agents\nexport { BasicAgent } from './agents/basic-agent';\nexport { AdvancedAgent } from './agents/advanced-agent';\nexport {\n createAgent,\n createAdvancedAgent,\n isTaskComplete,\n formatAgentHistory,\n extractFinalAnswer,\n countFunctionCalls,\n getSuccessfulSteps,\n getFailedSteps,\n hasErrors,\n StoppingConditions,\n createRetryStrategy,\n} from './agents/agent-utils';\n\n// Streaming\nexport { StreamProcessor, collectStream, streamToAsyncIterator } from './streaming/stream-processor';\nexport {\n StreamRenderer,\n createStreamRenderer,\n bufferStream,\n debounceStream,\n streamWords,\n streamSentences,\n} from './streaming/stream-renderers';\n\n// Utilities\nexport {\n checkPromptAPIAvailability,\n waitForModelReady,\n isFeatureAvailable,\n type WaitForModelOptions,\n} from './utils/availability';\nexport {\n isPromptAPIAvailable,\n createError,\n getErrorMessage,\n withRetry,\n createRecoverySuggestion,\n} from './utils/error-handling';\nexport { QuotaTracker, calculateRemainingMessages, formatQuotaInfo } from './utils/quota-manager';\nexport {\n SessionStorage,\n generateSessionId,\n compressHistory,\n type SessionStorageOptions,\n} from './utils/session-storage';\n\n// Type exports\nexport type {\n // Chrome API types\n MessageRole,\n InitialPrompt,\n LanguageModelCreateOptions,\n LanguageModel,\n LanguageModelCapabilities,\n AvailabilityStatus,\n SessionQuota,\n // Library types\n PromptAPIConfig,\n SessionOptions,\n SessionData,\n StreamingOptions,\n RenderMode,\n StreamRenderOptions,\n SchemaDefinition,\n SchemaOutput,\n StructuredPromptOptions,\n FunctionParameter,\n FunctionDefinition,\n FunctionCall,\n ToolResult,\n TaskStatus,\n AgentStep,\n AgentConfig,\n AdvancedAgentConfig,\n AgentResult,\n AgentPlan,\n ConversationMessage,\n QuotaInfo,\n} from './types';\n\n// Error exports\nexport {\n PromptAPIError,\n QuotaExceededError,\n SessionError,\n StructuredOutputError,\n FunctionCallError,\n} from './types';\n\n","/**\n * Schema generation utilities for structured output\n */\n\nimport type { ZodType } from 'zod';\nimport type { SchemaDefinition } from '../types';\n\nexport function generateSchema(zodSchema: ZodType): SchemaDefinition {\n // This is a simplified schema generator\n // In production, you'd use a library like zod-to-json-schema\n const schema = zodSchemaToJsonSchema(zodSchema);\n return schema;\n}\n\nfunction zodSchemaToJsonSchema(zodSchema: ZodType): SchemaDefinition {\n // Access the internal _def property to get schema information\n const def = (zodSchema as unknown as { _def: { typeName: string } })._def;\n\n switch (def.typeName) {\n case 'ZodString':\n return { type: 'string' };\n\n case 'ZodNumber':\n return { type: 'number' };\n\n case 'ZodBoolean':\n return { type: 'boolean' };\n\n case 'ZodArray': {\n const arrayDef = def as unknown as { type: ZodType };\n return {\n type: 'array',\n items: zodSchemaToJsonSchema(arrayDef.type),\n };\n }\n\n case 'ZodObject': {\n const objectDef = def as unknown as {\n shape: () => Record;\n };\n const shape = objectDef.shape();\n const properties: Record = {};\n const required: string[] = [];\n\n for (const [key, value] of Object.entries(shape)) {\n properties[key] = zodSchemaToJsonSchema(value);\n \n // Check if optional\n const valueDef = (value as unknown as { _def: { typeName: string } })._def;\n if (valueDef.typeName !== 'ZodOptional') {\n required.push(key);\n }\n }\n\n return {\n type: 'object',\n properties,\n required: required.length > 0 ? required : undefined,\n };\n }\n\n case 'ZodEnum': {\n const enumDef = def as unknown as { values: string[] };\n return {\n type: 'string',\n enum: enumDef.values,\n };\n }\n\n case 'ZodOptional': {\n const optionalDef = def as unknown as { innerType: ZodType };\n return zodSchemaToJsonSchema(optionalDef.innerType);\n }\n\n case 'ZodNullable': {\n const nullableDef = def as unknown as { innerType: ZodType };\n return zodSchemaToJsonSchema(nullableDef.innerType);\n }\n\n case 'ZodUnion': {\n const unionDef = def as unknown as { options: ZodType[] };\n // For simplicity, return the first option's schema\n // In production, you'd want to handle this more sophisticatedly\n return zodSchemaToJsonSchema(unionDef.options[0]!);\n }\n\n default:\n console.warn(`Unsupported Zod type: ${def.typeName}`);\n return { type: 'string' };\n }\n}\n\nexport function schemaToString(schema: SchemaDefinition, indent = 0): string {\n const spaces = ' '.repeat(indent);\n \n if (schema.type === 'object' && schema.properties) {\n const props = Object.entries(schema.properties)\n .map(([key, value]) => {\n const required = schema.required?.includes(key) ? '' : '?';\n return `${spaces} ${key}${required}: ${schemaToString(value, indent + 1)}`;\n })\n .join('\\n');\n \n return `{\\n${props}\\n${spaces}}`;\n }\n \n if (schema.type === 'array' && schema.items) {\n return `Array<${schemaToString(schema.items, indent)}>`;\n }\n \n if (schema.enum) {\n return schema.enum.map(v => `\"${v}\"`).join(' | ');\n }\n \n return schema.type;\n}\n\nexport function createSchemaPrompt(schema: SchemaDefinition): string {\n return `You must respond with valid JSON matching this exact schema:\n${JSON.stringify(schema, null, 2)}\n\nRules:\n- Respond ONLY with the JSON object, no additional text\n- Ensure all required fields are present\n- Follow the exact structure and types specified\n- Do not include any markdown formatting or code blocks`;\n}\n\n","/**\n * Structured output prompting utilities\n */\n\nimport type { ZodType } from 'zod';\nimport type { SessionManager } from '../core';\nimport type { SchemaDefinition, StructuredPromptOptions } from '../types';\nimport { StructuredOutputError } from '../types';\nimport { generateSchema, createSchemaPrompt } from './schema-generator';\n\nexport async function promptWithStructure(\n session: SessionManager,\n prompt: string,\n options: StructuredPromptOptions\n): Promise {\n const { schema, maxRetries = 3, systemPrompt, signal } = options;\n\n // Convert Zod schema to JSON schema if needed\n const jsonSchema: SchemaDefinition =\n 'parse' in schema ? generateSchema(schema as ZodType) : (schema as SchemaDefinition);\n\n // Create schema-aware prompt\n const schemaInstructions = createSchemaPrompt(jsonSchema);\n const fullPrompt = `${schemaInstructions}\\n\\nUser Request: ${prompt}`;\n\n // Add system prompt if provided\n if (systemPrompt) {\n const currentSession = session.getSession();\n if (currentSession) {\n // Note: We can't modify system prompt after creation,\n // so we prepend it to the user prompt instead\n // In a real implementation, you'd want to create a new session with the system prompt\n }\n }\n\n let lastError: Error | null = null;\n\n for (let attempt = 0; attempt < maxRetries; attempt++) {\n try {\n const response = await session.prompt(fullPrompt, { signal });\n const parsed = parseJSONResponse(response);\n\n // Validate with Zod if schema is a Zod type\n if ('parse' in schema) {\n const zodSchema = schema as ZodType;\n return zodSchema.parse(parsed);\n }\n\n return parsed;\n } catch (error) {\n lastError = error as Error;\n\n if (attempt < maxRetries - 1) {\n // Provide feedback to the model about the error\n const errorFeedback = `The previous response was invalid. Error: ${lastError.message}. Please try again with valid JSON.`;\n await session.prompt(errorFeedback, { signal });\n }\n }\n }\n\n throw new StructuredOutputError(\n `Failed to get valid structured output after ${maxRetries} attempts`,\n lastError\n );\n}\n\nexport async function promptWithStructureStreaming(\n session: SessionManager,\n prompt: string,\n options: StructuredPromptOptions & {\n onPartial?: (partial: Partial) => void;\n }\n): Promise {\n const { schema, signal, onPartial } = options;\n\n const jsonSchema: SchemaDefinition =\n 'parse' in schema ? generateSchema(schema as ZodType) : (schema as SchemaDefinition);\n\n const schemaInstructions = createSchemaPrompt(jsonSchema);\n const fullPrompt = `${schemaInstructions}\\n\\nUser Request: ${prompt}`;\n\n const stream = session.promptStreaming(fullPrompt, { signal });\n let accumulated = '';\n\n const reader = stream.getReader();\n\n try {\n while (true) {\n const { done, value } = await reader.read();\n\n if (done) break;\n\n accumulated = value;\n\n // Try to parse partial JSON\n if (onPartial) {\n try {\n const partial = parsePartialJSON(accumulated);\n if (partial) {\n onPartial(partial);\n }\n } catch {\n // Ignore parsing errors for partial content\n }\n }\n }\n\n const parsed = parseJSONResponse(accumulated);\n\n if ('parse' in schema) {\n const zodSchema = schema as ZodType;\n return zodSchema.parse(parsed);\n }\n\n return parsed;\n } finally {\n reader.releaseLock();\n }\n}\n\nfunction parseJSONResponse(response: string): T {\n // Remove markdown code blocks if present\n let cleaned = response.trim();\n\n // Remove ```json and ``` wrappers\n cleaned = cleaned.replace(/^```json?\\s*/i, '').replace(/```\\s*$/, '');\n\n // Try to find JSON object or array\n const jsonMatch = cleaned.match(/(\\{[\\s\\S]*\\}|\\[[\\s\\S]*\\])/);\n if (jsonMatch) {\n cleaned = jsonMatch[1]!;\n }\n\n try {\n return JSON.parse(cleaned) as T;\n } catch (error) {\n throw new StructuredOutputError(\n `Failed to parse JSON response: ${(error as Error).message}. Response: ${cleaned.substring(0, 200)}`\n );\n }\n}\n\nfunction parsePartialJSON(text: string): Partial | null {\n // Try to parse incomplete JSON by adding closing braces\n let cleaned = text.trim();\n cleaned = cleaned.replace(/^```json?\\s*/i, '');\n\n // Count opening and closing braces\n const openBraces = (cleaned.match(/\\{/g) || []).length;\n const closeBraces = (cleaned.match(/\\}/g) || []).length;\n\n // Add missing closing braces\n if (openBraces > closeBraces) {\n cleaned += '}'.repeat(openBraces - closeBraces);\n }\n\n try {\n return JSON.parse(cleaned) as Partial;\n } catch {\n return null;\n }\n}\n\n","/**\n * Common Zod schema helpers and utilities\n */\n\nimport { z } from 'zod';\n\n// Common schemas\nexport const urlSchema = z.string().url();\nexport const emailSchema = z.string().email();\nexport const dateStringSchema = z.string().datetime();\nexport const uuidSchema = z.string().uuid();\n\n// Schema builders\nexport function listSchema(itemSchema: T) {\n return z.object({\n items: z.array(itemSchema),\n total: z.number(),\n });\n}\n\nexport function categorizedSchema(\n itemSchema: T,\n categories: string[]\n) {\n return z.object({\n category: z.enum(categories as [string, ...string[]]),\n items: z.array(itemSchema),\n });\n}\n\nexport function sentimentSchema() {\n return z.object({\n sentiment: z.enum(['positive', 'negative', 'neutral']),\n score: z.number().min(-1).max(1),\n reasoning: z.string().optional(),\n });\n}\n\nexport function extractionSchema(dataSchema: T) {\n return z.object({\n extracted: dataSchema,\n confidence: z.number().min(0).max(1),\n source: z.string().optional(),\n });\n}\n\nexport function summarySchema() {\n return z.object({\n summary: z.string(),\n keyPoints: z.array(z.string()),\n length: z.enum(['brief', 'medium', 'detailed']),\n });\n}\n\nexport function classificationSchema(labels: T[]) {\n return z.object({\n label: z.enum(labels as [T, ...T[]]),\n confidence: z.number().min(0).max(1),\n alternatives: z\n .array(\n z.object({\n label: z.enum(labels as [T, ...T[]]),\n confidence: z.number(),\n })\n )\n .optional(),\n });\n}\n\n// Utility function to create structured output helper\nexport function createStructuredOutput(schema: z.ZodType) {\n return {\n schema,\n validate: (data: unknown): T => schema.parse(data),\n safeParse: (data: unknown) => schema.safeParse(data),\n shape: schema,\n };\n}\n\n// Example schemas\nexport const personSchema = z.object({\n name: z.string(),\n age: z.number().optional(),\n email: emailSchema.optional(),\n address: z\n .object({\n street: z.string(),\n city: z.string(),\n country: z.string(),\n zipCode: z.string().optional(),\n })\n .optional(),\n});\n\nexport const articleSchema = z.object({\n title: z.string(),\n author: z.string(),\n publishDate: dateStringSchema,\n content: z.string(),\n tags: z.array(z.string()),\n metadata: z.record(z.string(), z.unknown()).optional(),\n});\n\nexport const taskSchema = z.object({\n id: uuidSchema,\n title: z.string(),\n description: z.string(),\n status: z.enum(['todo', 'in-progress', 'done', 'cancelled']),\n priority: z.enum(['low', 'medium', 'high', 'urgent']),\n dueDate: dateStringSchema.optional(),\n assignee: z.string().optional(),\n});\n\n","/**\n * Function registry for managing available functions\n */\n\nimport type { FunctionDefinition, FunctionParameter } from '../types';\nimport { FunctionCallError } from '../types';\n\nexport class FunctionRegistry {\n private functions: Map = new Map();\n\n register(definition: FunctionDefinition): void {\n if (this.functions.has(definition.name)) {\n console.warn(`Function ${definition.name} already registered, overwriting`);\n }\n\n this.functions.set(definition.name, definition);\n }\n\n registerMultiple(definitions: FunctionDefinition[]): void {\n for (const definition of definitions) {\n this.register(definition);\n }\n }\n\n unregister(name: string): void {\n this.functions.delete(name);\n }\n\n get(name: string): FunctionDefinition | undefined {\n return this.functions.get(name);\n }\n\n has(name: string): boolean {\n return this.functions.has(name);\n }\n\n list(): FunctionDefinition[] {\n return Array.from(this.functions.values());\n }\n\n listNames(): string[] {\n return Array.from(this.functions.keys());\n }\n\n clear(): void {\n this.functions.clear();\n }\n\n toJSON(): Array<{\n name: string;\n description: string;\n parameters: FunctionParameter;\n }> {\n return this.list().map(({ name, description, parameters }) => ({\n name,\n description,\n parameters,\n }));\n }\n}\n\n// Helper function to create function definitions from TypeScript functions\nexport function createFunctionDefinition(\n name: string,\n description: string,\n parameters: FunctionParameter,\n handler: (...args: unknown[]) => Promise | unknown\n): FunctionDefinition {\n return {\n name,\n description,\n parameters,\n handler,\n };\n}\n\n// Helper to create parameter schema\nexport function createParameters(\n properties: Record & { type: string }>,\n required: string[] = []\n): FunctionParameter {\n return {\n type: 'object',\n properties,\n required: required.length > 0 ? required : Object.keys(properties),\n };\n}\n\n// Example function definitions\nexport const builtInFunctions = {\n getCurrentTime: createFunctionDefinition(\n 'getCurrentTime',\n 'Get the current time in ISO format',\n {\n type: 'object',\n properties: {},\n },\n () => new Date().toISOString()\n ),\n\n calculateMath: createFunctionDefinition(\n 'calculateMath',\n 'Perform mathematical calculations',\n createParameters({\n expression: {\n type: 'string',\n description: 'Mathematical expression to evaluate (e.g., \"2 + 2\", \"10 * 5\")',\n },\n }),\n async (...args: unknown[]) => {\n const { expression } = args[0] as { expression: string };\n try {\n // Note: In production, use a safe math parser library\n // This is simplified for demonstration\n const sanitized = expression.replace(/[^0-9+\\-*/().\\s]/g, '');\n // eslint-disable-next-line no-eval\n const result = eval(sanitized);\n return { result };\n } catch (error) {\n throw new FunctionCallError('Invalid mathematical expression', error);\n }\n }\n ),\n};\n\n","/**\n * Function execution utilities\n */\n\nimport type { FunctionCall, ToolResult } from '../types';\nimport { FunctionRegistry } from './function-registry';\n\nexport async function executeFunctionCall(\n call: FunctionCall,\n registry: FunctionRegistry\n): Promise {\n const { name, arguments: args } = call;\n\n const definition = registry.get(name);\n\n if (!definition) {\n return {\n success: false,\n error: `Function \"${name}\" not found in registry`,\n };\n }\n\n try {\n // Validate arguments against schema\n const validationError = validateArguments(args, definition.parameters);\n if (validationError) {\n return {\n success: false,\n error: validationError,\n };\n }\n\n // Execute the function\n const result = await definition.handler(args);\n\n return {\n success: true,\n result,\n };\n } catch (error) {\n return {\n success: false,\n error: error instanceof Error ? error.message : String(error),\n };\n }\n}\n\nfunction validateArguments(\n args: Record,\n parameters: { type: string; properties?: Record; required?: string[] }\n): string | null {\n if (parameters.type !== 'object') {\n return 'Parameters must be an object';\n }\n\n const { properties, required = [] } = parameters;\n\n if (!properties) {\n return null;\n }\n\n // Check required fields\n for (const field of required) {\n if (!(field in args)) {\n return `Missing required parameter: ${field}`;\n }\n }\n\n // Basic type validation (can be expanded)\n for (const key of Object.keys(args)) {\n if (!(key in properties)) {\n console.warn(`Unexpected parameter: ${key}`);\n }\n }\n\n return null;\n}\n\nexport async function executeFunctionCalls(\n calls: FunctionCall[],\n registry: FunctionRegistry\n): Promise {\n const results: ToolResult[] = [];\n\n for (const call of calls) {\n const result = await executeFunctionCall(call, registry);\n results.push(result);\n }\n\n return results;\n}\n\nexport function formatToolResult(result: ToolResult): string {\n if (result.success) {\n return JSON.stringify(result.result, null, 2);\n }\n\n return `Error: ${result.error}`;\n}\n\nexport function formatToolResults(results: ToolResult[], calls: FunctionCall[]): string {\n return results\n .map((result, index) => {\n const call = calls[index];\n return `Function: ${call?.name}\\nResult: ${formatToolResult(result)}`;\n })\n .join('\\n\\n');\n}\n\n","/**\n * Prompt building utilities for function calling\n */\n\nimport { FunctionRegistry } from './function-registry';\n\nexport function buildFunctionSystemPrompt(registry: FunctionRegistry): string {\n const functions = registry.toJSON();\n\n if (functions.length === 0) {\n return '';\n }\n\n const functionsJson = JSON.stringify(functions, null, 2);\n\n return `You are a helpful assistant with access to the following functions:\n\n${functionsJson}\n\nWhen you need to use a function, respond with a JSON object in this exact format:\n{\n \"functionCall\": {\n \"name\": \"function_name\",\n \"arguments\": {\n \"param1\": \"value1\",\n \"param2\": \"value2\"\n }\n },\n \"reasoning\": \"Why you're calling this function\"\n}\n\nIf you don't need to call a function, respond normally without the functionCall object.\n\nRules:\n- Only use functions that are listed above\n- Ensure all required parameters are provided\n- Use the exact function and parameter names as specified\n- If a function call fails, you'll receive an error message and can try again`;\n}\n\nexport function buildFewShotExamples(): string {\n return `Example 1:\nUser: What time is it?\nAssistant: {\n \"functionCall\": {\n \"name\": \"getCurrentTime\",\n \"arguments\": {}\n },\n \"reasoning\": \"User wants to know the current time\"\n}\n\nExample 2:\nUser: Calculate 15 * 7\nAssistant: {\n \"functionCall\": {\n \"name\": \"calculateMath\",\n \"arguments\": {\n \"expression\": \"15 * 7\"\n }\n },\n \"reasoning\": \"User wants to perform a calculation\"\n}\n\nExample 3:\nUser: Hello, how are you?\nAssistant: Hello! I'm doing well, thank you for asking. How can I help you today?\n`;\n}\n\nexport function parseFunctionCall(response: string): {\n functionCall?: { name: string; arguments: Record };\n reasoning?: string;\n regularResponse?: string;\n} {\n try {\n // Try to extract JSON from the response\n const jsonMatch = response.match(/\\{[\\s\\S]*\\}/);\n if (!jsonMatch) {\n return { regularResponse: response };\n }\n\n const parsed = JSON.parse(jsonMatch[0]);\n\n if (parsed.functionCall) {\n return {\n functionCall: parsed.functionCall,\n reasoning: parsed.reasoning,\n };\n }\n\n return { regularResponse: response };\n } catch {\n return { regularResponse: response };\n }\n}\n\nexport function formatFunctionResult(\n functionName: string,\n result: unknown,\n success: boolean\n): string {\n if (success) {\n return `Function \"${functionName}\" executed successfully. Result: ${JSON.stringify(result, null, 2)}`;\n }\n\n return `Function \"${functionName}\" failed with error: ${result}`;\n}\n\nexport function createFunctionCallingPrompt(\n userMessage: string,\n registry: FunctionRegistry,\n includeFewShot = false\n): string {\n const systemPrompt = buildFunctionSystemPrompt(registry);\n const fewShot = includeFewShot ? `\\n\\n${buildFewShotExamples()}` : '';\n\n return `${systemPrompt}${fewShot}\n\nUser: ${userMessage}`;\n}\n\n","/**\n * Basic agent for multi-turn task execution\n */\n\nimport type { AgentConfig, AgentResult, AgentStep, TaskStatus } from '../types';\nimport { SessionManager } from '../core';\nimport { FunctionRegistry } from '../function-calling/function-registry';\nimport { executeFunctionCall } from '../function-calling/function-executor';\nimport {\n buildFunctionSystemPrompt,\n parseFunctionCall,\n formatFunctionResult,\n} from '../function-calling/function-prompt-builder';\n\nexport class BasicAgent {\n protected session: SessionManager | null = null;\n protected registry: FunctionRegistry;\n protected status: TaskStatus = 'idle';\n protected steps: AgentStep[] = [];\n protected shouldStop = false;\n\n constructor(protected config: AgentConfig) {\n this.registry = new FunctionRegistry();\n if (config.functions) {\n this.registry.registerMultiple(config.functions);\n }\n }\n\n async run(task: string): Promise {\n this.status = 'running';\n this.steps = [];\n this.shouldStop = false;\n\n try {\n // Create session with system prompt\n this.session = new SessionManager();\n const systemPrompt = this.buildSystemPrompt();\n\n await this.session.create({\n systemPrompt,\n enablePersistence: false,\n });\n\n // Initial task prompt\n let currentPrompt = task;\n let iteration = 0;\n\n while (iteration < this.config.maxIterations && !this.shouldStop) {\n iteration++;\n\n const step: AgentStep = {\n iteration,\n timestamp: Date.now(),\n };\n\n // Get model response\n const response = await this.session.prompt(currentPrompt);\n \n // Parse for function calls\n const parsed = parseFunctionCall(response);\n\n if (parsed.functionCall) {\n // Function call detected\n step.thought = parsed.reasoning;\n step.action = parsed.functionCall;\n\n // Execute function\n const result = await executeFunctionCall(parsed.functionCall, this.registry);\n step.observation = result;\n\n // Prepare next prompt with function result\n const formattedResult = formatFunctionResult(\n parsed.functionCall.name,\n result.result || result.error,\n result.success\n );\n\n currentPrompt = `${formattedResult}\\n\\nContinue with the task. If the task is complete, respond with your final answer without calling any functions.`;\n } else {\n // No function call - regular response\n step.thought = parsed.regularResponse;\n\n // Check if task is complete\n if (\n this.config.stopCondition\n ? this.config.stopCondition(this.steps)\n : this.isTaskComplete(parsed.regularResponse || '')\n ) {\n this.steps.push(step);\n this.status = 'completed';\n\n if (this.config.onStep) {\n this.config.onStep(step);\n }\n\n return {\n status: 'completed',\n steps: this.steps,\n finalAnswer: parsed.regularResponse,\n iterations: iteration,\n };\n }\n\n // Task not complete, continue\n currentPrompt = 'Continue with the task.';\n }\n\n this.steps.push(step);\n\n if (this.config.onStep) {\n this.config.onStep(step);\n }\n }\n\n // Max iterations reached\n this.status = this.shouldStop ? 'stopped' : 'completed';\n\n return {\n status: this.status,\n steps: this.steps,\n finalAnswer: this.steps[this.steps.length - 1]?.thought,\n iterations: iteration,\n };\n } catch (error) {\n this.status = 'failed';\n return {\n status: 'failed',\n steps: this.steps,\n error: error as Error,\n iterations: this.steps.length,\n };\n } finally {\n if (this.session) {\n this.session.destroy();\n this.session = null;\n }\n }\n }\n\n stop(): void {\n this.shouldStop = true;\n }\n\n getStatus(): TaskStatus {\n return this.status;\n }\n\n getSteps(): AgentStep[] {\n return this.steps;\n }\n\n protected buildSystemPrompt(): string {\n const functionPrompt = buildFunctionSystemPrompt(this.registry);\n const basePrompt =\n this.config.systemPrompt ||\n 'You are a helpful AI assistant. Complete the given task step by step.';\n\n if (functionPrompt) {\n return `${basePrompt}\\n\\n${functionPrompt}`;\n }\n\n return basePrompt;\n }\n\n protected isTaskComplete(response: string): boolean {\n // Simple heuristic: check for completion indicators\n const completionIndicators = [\n 'task is complete',\n 'task complete',\n 'finished',\n 'done',\n 'completed',\n 'final answer',\n ];\n\n const lowerResponse = response.toLowerCase();\n return completionIndicators.some((indicator) => lowerResponse.includes(indicator));\n }\n}\n\n","/**\n * Advanced agent with planning and reflection capabilities\n */\n\nimport type { AdvancedAgentConfig, AgentResult, AgentPlan } from '../types';\nimport { BasicAgent } from './basic-agent';\n\nexport class AdvancedAgent extends BasicAgent {\n private currentPlan: AgentPlan | null = null;\n private reflectionCount = 0;\n\n constructor(protected override config: AdvancedAgentConfig) {\n super(config);\n }\n\n async runWithPlanning(task: string): Promise {\n if (!this.config.enablePlanning) {\n return this.run(task);\n }\n\n this.status = 'running';\n this.steps = [];\n this.shouldStop = false;\n\n try {\n // Create session\n this.session = await this.createPlanningSession();\n\n // Phase 1: Planning\n this.currentPlan = await this.createPlan(task);\n\n // Phase 2: Execution with reflection\n const result = await this.executeWithReflection(task);\n\n return result;\n } catch (error) {\n this.status = 'failed';\n return {\n status: 'failed',\n steps: this.steps,\n error: error as Error,\n iterations: this.steps.length,\n };\n } finally {\n if (this.session) {\n this.session.destroy();\n this.session = null;\n }\n }\n }\n\n async reflect(): Promise {\n if (!this.session || this.steps.length === 0) {\n return 'No steps to reflect on';\n }\n\n const reflectionPrompt =\n this.config.reflectionPrompt ||\n `Review the steps taken so far and provide:\n1. What has been accomplished\n2. What challenges were encountered\n3. What should be done differently\n4. Next recommended actions\n\nSteps taken:\n${this.formatStepsForReflection()}`;\n\n const reflection = await this.session.prompt(reflectionPrompt);\n this.reflectionCount++;\n\n return reflection;\n }\n\n async replan(task: string): Promise {\n if (!this.session) {\n throw new Error('No active session for replanning');\n }\n\n const replanPrompt = `Based on the reflection and current progress, create a new plan to complete the task: \"${task}\"\n\nCurrent progress:\n${this.formatStepsForReflection()}\n\nCreate a revised step-by-step plan.`;\n\n const planResponse = await this.session.prompt(replanPrompt);\n this.currentPlan = this.parsePlan(planResponse);\n\n return this.currentPlan;\n }\n\n private async createPlanningSession() {\n const manager = new (await import('../core')).SessionManager();\n const systemPrompt = this.buildPlanningSystemPrompt();\n\n await manager.create({\n systemPrompt,\n enablePersistence: false,\n });\n\n return manager;\n }\n\n private async createPlan(task: string): Promise {\n if (!this.session) {\n throw new Error('No active session');\n }\n\n const planningPrompt =\n this.config.planningPrompt ||\n `Create a detailed step-by-step plan to accomplish this task: \"${task}\"\n\nBreak it down into clear, actionable steps. For each step, specify:\n1. What needs to be done\n2. What resources or functions might be needed\n3. Dependencies on other steps`;\n\n const planResponse = await this.session.prompt(planningPrompt);\n return this.parsePlan(planResponse);\n }\n\n private async executeWithReflection(task: string): Promise {\n const maxReflections = this.config.maxReflections || 2;\n\n let result = await this.run(task);\n\n // Reflect and adjust if not successful\n while (\n result.status !== 'completed' &&\n this.reflectionCount < maxReflections &&\n !this.shouldStop\n ) {\n const reflection = await this.reflect();\n\n // Create a continuation prompt based on reflection\n const continuationPrompt = `Previous attempt was not fully successful. \n\nReflection:\n${reflection}\n\nPlease continue with the task: \"${task}\"`;\n\n // Continue execution\n result = await this.run(continuationPrompt);\n }\n\n return result;\n }\n\n private buildPlanningSystemPrompt(): string {\n const basePrompt = super.buildSystemPrompt();\n const planningAddition = `\n\nYou are also capable of:\n- Creating detailed plans before execution\n- Reflecting on your progress\n- Adjusting your approach based on feedback\n- Breaking complex tasks into manageable steps`;\n\n return basePrompt + planningAddition;\n }\n\n private parsePlan(planText: string): AgentPlan {\n // Simple plan parsing - extract numbered steps\n const stepRegex = /(\\d+)\\.\\s*([^\\n]+)/g;\n const steps: string[] = [];\n let match;\n\n while ((match = stepRegex.exec(planText)) !== null) {\n steps.push(match[2]!.trim());\n }\n\n // Build simple sequential dependencies\n const dependencies: Record = {};\n for (let i = 1; i < steps.length; i++) {\n dependencies[i] = [i - 1];\n }\n\n return { steps, dependencies };\n }\n\n private formatStepsForReflection(): string {\n return this.steps\n .map((step) => {\n let formatted = `Step ${step.iteration}:`;\n if (step.thought) formatted += `\\n Thought: ${step.thought}`;\n if (step.action) formatted += `\\n Action: ${step.action.name}`;\n if (step.observation) {\n formatted += `\\n Result: ${step.observation.success ? 'Success' : 'Failed'}`;\n }\n return formatted;\n })\n .join('\\n\\n');\n }\n\n getCurrentPlan(): AgentPlan | null {\n return this.currentPlan;\n }\n\n getReflectionCount(): number {\n return this.reflectionCount;\n }\n}\n\n","/**\n * Utility functions for agents\n */\n\nimport type { AgentConfig, AgentStep, AdvancedAgentConfig } from '../types';\nimport { BasicAgent } from './basic-agent';\nimport { AdvancedAgent } from './advanced-agent';\n\nexport function createAgent(config: AgentConfig): BasicAgent {\n return new BasicAgent(config);\n}\n\nexport function createAdvancedAgent(config: AdvancedAgentConfig): AdvancedAgent {\n return new AdvancedAgent(config);\n}\n\nexport function isTaskComplete(steps: AgentStep[]): boolean {\n if (steps.length === 0) return false;\n\n const lastStep = steps[steps.length - 1];\n \n // Check if last step has a thought without an action\n if (lastStep?.thought && !lastStep.action) {\n return true;\n }\n\n // Check if last action was successful\n if (lastStep?.observation?.success) {\n return true;\n }\n\n return false;\n}\n\nexport function formatAgentHistory(steps: AgentStep[]): string {\n return steps\n .map((step) => {\n let output = `=== Step ${step.iteration} ===\\n`;\n \n if (step.thought) {\n output += `Thought: ${step.thought}\\n`;\n }\n \n if (step.action) {\n output += `Action: ${step.action.name}\\n`;\n output += `Arguments: ${JSON.stringify(step.action.arguments, null, 2)}\\n`;\n }\n \n if (step.observation) {\n output += `Observation: ${step.observation.success ? 'Success' : 'Failed'}\\n`;\n if (step.observation.result) {\n output += `Result: ${JSON.stringify(step.observation.result, null, 2)}\\n`;\n }\n if (step.observation.error) {\n output += `Error: ${step.observation.error}\\n`;\n }\n }\n \n return output;\n })\n .join('\\n');\n}\n\nexport function extractFinalAnswer(steps: AgentStep[]): string | undefined {\n // Look for the last step with a thought and no action\n for (let i = steps.length - 1; i >= 0; i--) {\n const step = steps[i];\n if (step?.thought && !step.action) {\n return step.thought;\n }\n }\n\n return undefined;\n}\n\nexport function countFunctionCalls(steps: AgentStep[]): number {\n return steps.filter((step) => step.action !== undefined).length;\n}\n\nexport function getSuccessfulSteps(steps: AgentStep[]): AgentStep[] {\n return steps.filter((step) => step.observation?.success !== false);\n}\n\nexport function getFailedSteps(steps: AgentStep[]): AgentStep[] {\n return steps.filter((step) => step.observation?.success === false);\n}\n\nexport function hasErrors(steps: AgentStep[]): boolean {\n return steps.some((step) => step.observation?.success === false);\n}\n\n// Predefined stopping conditions\nexport const StoppingConditions = {\n maxFunctionCalls: (max: number) => (steps: AgentStep[]) => {\n return countFunctionCalls(steps) >= max;\n },\n\n keywordDetected: (keywords: string[]) => (steps: AgentStep[]) => {\n const lastStep = steps[steps.length - 1];\n if (!lastStep?.thought) return false;\n\n const thought = lastStep.thought.toLowerCase();\n return keywords.some((keyword) => thought.includes(keyword.toLowerCase()));\n },\n\n noProgressAfter: (iterations: number) => (steps: AgentStep[]) => {\n if (steps.length < iterations) return false;\n\n const recentSteps = steps.slice(-iterations);\n const allFailed = recentSteps.every((step) => step.observation?.success === false);\n\n return allFailed;\n },\n\n answerProvided: () => (steps: AgentStep[]) => {\n return isTaskComplete(steps);\n },\n};\n\n// Error recovery strategies\nexport function createRetryStrategy(maxRetries = 3) {\n let retries = 0;\n\n return (step: AgentStep): string | null => {\n if (step.observation?.success === false && retries < maxRetries) {\n retries++;\n return `The previous action failed. Error: ${step.observation.error}. Please try a different approach (attempt ${retries}/${maxRetries}).`;\n }\n\n if (retries >= maxRetries) {\n return 'Max retries reached. Please provide your best answer based on the information available.';\n }\n\n retries = 0; // Reset on success\n return null;\n };\n}\n\n","/**\n * Stream processing utilities for LLM responses\n */\n\nimport type { StreamingOptions } from '../types';\nimport { PromptAPIError } from '../types';\n\nexport class StreamProcessor {\n private reader: ReadableStreamDefaultReader | null = null;\n private controller: AbortController;\n private accumulated = '';\n\n constructor(\n private stream: ReadableStream,\n private options: StreamingOptions = {}\n ) {\n this.controller = new AbortController();\n\n // Wire up external abort signal if provided\n if (options.signal) {\n options.signal.addEventListener('abort', () => this.abort());\n }\n }\n\n async process(): Promise {\n this.reader = this.stream.getReader();\n const { onChunk, onComplete, onError } = this.options;\n\n try {\n while (true) {\n const { done, value } = await this.reader.read();\n\n if (this.controller.signal.aborted) {\n throw new PromptAPIError('Stream processing aborted');\n }\n\n if (done) {\n break;\n }\n\n this.accumulated = value;\n\n if (onChunk) {\n onChunk(value);\n }\n }\n\n if (onComplete) {\n onComplete(this.accumulated);\n }\n\n return this.accumulated;\n } catch (error) {\n if (onError) {\n onError(error as Error);\n }\n throw error;\n } finally {\n this.reader.releaseLock();\n this.reader = null;\n }\n }\n\n async *iterate(): AsyncIterableIterator {\n this.reader = this.stream.getReader();\n\n try {\n while (true) {\n const { done, value } = await this.reader.read();\n\n if (this.controller.signal.aborted) {\n throw new PromptAPIError('Stream processing aborted');\n }\n\n if (done) {\n break;\n }\n\n this.accumulated = value;\n yield value;\n }\n } finally {\n this.reader.releaseLock();\n this.reader = null;\n }\n }\n\n getPartialResult(): string {\n return this.accumulated;\n }\n\n abort(): void {\n this.controller.abort();\n if (this.reader) {\n this.reader.cancel();\n }\n }\n\n isAborted(): boolean {\n return this.controller.signal.aborted;\n }\n}\n\nexport async function collectStream(stream: ReadableStream): Promise {\n const processor = new StreamProcessor(stream);\n return processor.process();\n}\n\nexport async function* streamToAsyncIterator(\n stream: ReadableStream\n): AsyncIterableIterator {\n const processor = new StreamProcessor(stream);\n yield* processor.iterate();\n}\n\n","/**\n * Stream rendering utilities for UI updates\n */\n\nimport type { RenderMode, StreamRenderOptions } from '../types';\n\nexport class StreamRenderer {\n private buffer = '';\n private lastUpdate = 0;\n private debounceTimer: ReturnType | null = null;\n\n constructor(private options: StreamRenderOptions) {}\n\n processChunk(chunk: string): void {\n this.buffer = chunk;\n\n const now = Date.now();\n const { debounceMs = 50 } = this.options;\n\n // Debounce updates to avoid excessive renders\n if (this.debounceTimer) {\n clearTimeout(this.debounceTimer);\n }\n\n if (now - this.lastUpdate >= debounceMs) {\n this.render();\n } else {\n this.debounceTimer = setTimeout(() => this.render(), debounceMs);\n }\n }\n\n complete(): void {\n if (this.debounceTimer) {\n clearTimeout(this.debounceTimer);\n }\n this.render();\n }\n\n private render(): void {\n const { mode, onUpdate } = this.options;\n const text = this.formatForMode(this.buffer, mode);\n onUpdate(text);\n this.lastUpdate = Date.now();\n }\n\n private formatForMode(text: string, mode: RenderMode): string {\n switch (mode) {\n case 'word':\n return text;\n\n case 'sentence': {\n // Only show complete sentences\n const sentences = text.match(/[^.!?]+[.!?]+/g) || [];\n return sentences.join(' ');\n }\n\n case 'chunk':\n default:\n return text;\n }\n }\n}\n\nexport function createStreamRenderer(\n stream: ReadableStream,\n options: StreamRenderOptions\n): StreamRenderer {\n const renderer = new StreamRenderer(options);\n\n (async () => {\n const reader = stream.getReader();\n try {\n while (true) {\n const { done, value } = await reader.read();\n if (done) {\n renderer.complete();\n break;\n }\n renderer.processChunk(value);\n }\n } finally {\n reader.releaseLock();\n }\n })();\n\n return renderer;\n}\n\nexport async function* bufferStream(\n stream: ReadableStream,\n bufferSize: number\n): AsyncIterableIterator {\n const reader = stream.getReader();\n let buffer = '';\n\n try {\n while (true) {\n const { done, value } = await reader.read();\n\n if (done) {\n if (buffer.length > 0) {\n yield buffer;\n }\n break;\n }\n\n buffer = value;\n\n // Yield when buffer reaches size or on sentence boundaries\n const lastSentence = buffer.lastIndexOf('. ');\n if (buffer.length >= bufferSize && lastSentence > 0) {\n yield buffer.substring(0, lastSentence + 1);\n buffer = buffer.substring(lastSentence + 1);\n }\n }\n } finally {\n reader.releaseLock();\n }\n}\n\nexport function debounceStream(\n stream: ReadableStream,\n delay: number\n): ReadableStream {\n let timeoutId: ReturnType | null = null;\n let latestValue = '';\n\n return new ReadableStream({\n async start(controller) {\n const reader = stream.getReader();\n\n try {\n while (true) {\n const { done, value } = await reader.read();\n\n if (done) {\n if (timeoutId) {\n clearTimeout(timeoutId);\n }\n if (latestValue) {\n controller.enqueue(latestValue);\n }\n controller.close();\n break;\n }\n\n latestValue = value;\n\n if (timeoutId) {\n clearTimeout(timeoutId);\n }\n\n timeoutId = setTimeout(() => {\n controller.enqueue(latestValue);\n timeoutId = null;\n }, delay);\n }\n } finally {\n reader.releaseLock();\n }\n },\n });\n}\n\n// Word-by-word streaming utility\nexport async function* streamWords(\n stream: ReadableStream\n): AsyncIterableIterator {\n const reader = stream.getReader();\n let previousText = '';\n\n try {\n while (true) {\n const { done, value } = await reader.read();\n\n if (done) {\n break;\n }\n\n // Extract new words\n const currentWords = value.split(/\\s+/);\n const previousWords = previousText.split(/\\s+/);\n\n for (let i = previousWords.length; i < currentWords.length; i++) {\n const word = currentWords[i];\n if (word) {\n yield word;\n }\n }\n\n previousText = value;\n }\n } finally {\n reader.releaseLock();\n }\n}\n\n// Sentence-by-sentence streaming utility\nexport async function* streamSentences(\n stream: ReadableStream\n): AsyncIterableIterator {\n const reader = stream.getReader();\n let buffer = '';\n\n try {\n while (true) {\n const { done, value } = await reader.read();\n\n if (done) {\n if (buffer.trim()) {\n yield buffer;\n }\n break;\n }\n\n buffer = value;\n\n // Extract complete sentences\n const sentenceRegex = /[^.!?]+[.!?]+/g;\n const sentences = buffer.match(sentenceRegex);\n\n if (sentences && sentences.length > 0) {\n for (const sentence of sentences) {\n yield sentence;\n }\n\n // Keep incomplete sentence in buffer\n const lastSentenceEnd = buffer.lastIndexOf(sentences[sentences.length - 1]!);\n buffer = buffer.substring(\n lastSentenceEnd + sentences[sentences.length - 1]!.length\n );\n }\n }\n } finally {\n reader.releaseLock();\n }\n}\n\n","/**\n * Error handling utilities\n */\n\nimport {\n PromptAPIError,\n QuotaExceededError,\n SessionError,\n StructuredOutputError,\n FunctionCallError,\n} from '../types';\n\nexport function isPromptAPIAvailable(): boolean {\n return typeof window !== 'undefined' && 'ai' in window && !!window.ai?.languageModel;\n}\n\nexport function createError(\n type: 'prompt' | 'quota' | 'session' | 'structured' | 'function',\n message: string,\n cause?: unknown\n): PromptAPIError {\n switch (type) {\n case 'quota':\n return new QuotaExceededError(message);\n case 'session':\n return new SessionError(message, cause);\n case 'structured':\n return new StructuredOutputError(message, cause);\n case 'function':\n return new FunctionCallError(message, cause);\n default:\n return new PromptAPIError(message, undefined, cause);\n }\n}\n\nexport function getErrorMessage(error: unknown): string {\n if (error instanceof Error) {\n return error.message;\n }\n return String(error);\n}\n\nexport function withRetry(\n fn: () => Promise,\n options: {\n maxAttempts?: number;\n delay?: number;\n backoff?: boolean;\n shouldRetry?: (error: unknown) => boolean;\n } = {}\n): Promise {\n const {\n maxAttempts = 3,\n delay = 1000,\n backoff = true,\n shouldRetry = () => true,\n } = options;\n\n return new Promise((resolve, reject) => {\n let attempt = 0;\n\n const execute = async () => {\n try {\n const result = await fn();\n resolve(result);\n } catch (error) {\n attempt++;\n\n if (attempt >= maxAttempts || !shouldRetry(error)) {\n reject(error);\n return;\n }\n\n const waitTime = backoff ? delay * Math.pow(2, attempt - 1) : delay;\n setTimeout(execute, waitTime);\n }\n };\n\n execute();\n });\n}\n\nexport function createRecoverySuggestion(error: PromptAPIError): string {\n if (error instanceof QuotaExceededError) {\n return 'Try creating a new session or clearing old conversation history.';\n }\n\n if (error instanceof SessionError) {\n return 'Try reinitializing the session or checking if the API is available.';\n }\n\n if (error instanceof StructuredOutputError) {\n return 'Try simplifying your schema or providing more specific instructions.';\n }\n\n if (error instanceof FunctionCallError) {\n return 'Check your function definition and ensure parameters are correctly specified.';\n }\n\n return 'Please check the error details and try again.';\n}\n\n"]}