mirror of
https://github.com/DayuanJiang/next-ai-draw-io.git
synced 2026-01-02 22:32:27 +08:00
264 lines
8.3 KiB
TypeScript
264 lines
8.3 KiB
TypeScript
import { createAmazonBedrock } from '@ai-sdk/amazon-bedrock';
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import { fromNodeProviderChain } from '@aws-sdk/credential-providers';
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import { openai, createOpenAI } from '@ai-sdk/openai';
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import { createAnthropic } from '@ai-sdk/anthropic';
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import { google, createGoogleGenerativeAI } from '@ai-sdk/google';
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import { azure, createAzure } from '@ai-sdk/azure';
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import { ollama, createOllama } from 'ollama-ai-provider-v2';
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import { createOpenRouter } from '@openrouter/ai-sdk-provider';
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import { deepseek, createDeepSeek } from '@ai-sdk/deepseek';
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export type ProviderName =
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| 'bedrock'
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| 'openai'
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| 'anthropic'
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| 'google'
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| 'azure'
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| 'ollama'
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| 'openrouter'
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| 'deepseek';
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interface ModelConfig {
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model: any;
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providerOptions?: any;
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headers?: Record<string, string>;
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modelId: string;
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}
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// Bedrock provider options for Anthropic beta features
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const BEDROCK_ANTHROPIC_BETA = {
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bedrock: {
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anthropicBeta: ['fine-grained-tool-streaming-2025-05-14'],
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},
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};
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// Direct Anthropic API headers for beta features
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const ANTHROPIC_BETA_HEADERS = {
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'anthropic-beta': 'fine-grained-tool-streaming-2025-05-14',
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};
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// Map of provider to required environment variable
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const PROVIDER_ENV_VARS: Record<ProviderName, string | null> = {
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bedrock: null, // AWS SDK auto-uses IAM role on AWS, or env vars locally
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openai: 'OPENAI_API_KEY',
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anthropic: 'ANTHROPIC_API_KEY',
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google: 'GOOGLE_GENERATIVE_AI_API_KEY',
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azure: 'AZURE_API_KEY',
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ollama: null, // No credentials needed for local Ollama
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openrouter: 'OPENROUTER_API_KEY',
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deepseek: 'DEEPSEEK_API_KEY',
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};
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/**
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* Auto-detect provider based on available API keys
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* Returns the provider if exactly one is configured, otherwise null
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*/
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function detectProvider(): ProviderName | null {
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const configuredProviders: ProviderName[] = [];
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for (const [provider, envVar] of Object.entries(PROVIDER_ENV_VARS)) {
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if (envVar === null) {
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// Skip ollama - it doesn't require credentials
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continue;
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}
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if (process.env[envVar]) {
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configuredProviders.push(provider as ProviderName);
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}
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}
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if (configuredProviders.length === 1) {
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return configuredProviders[0];
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}
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return null;
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}
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/**
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* Validate that required API keys are present for the selected provider
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*/
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function validateProviderCredentials(provider: ProviderName): void {
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const requiredVar = PROVIDER_ENV_VARS[provider];
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if (requiredVar && !process.env[requiredVar]) {
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throw new Error(
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`${requiredVar} environment variable is required for ${provider} provider. ` +
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`Please set it in your .env.local file.`
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);
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}
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}
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/**
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* Get the AI model based on environment variables
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*
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* Environment variables:
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* - AI_PROVIDER: The provider to use (bedrock, openai, anthropic, google, azure, ollama, openrouter, deepseek)
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* - AI_MODEL: The model ID/name for the selected provider
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*
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* Provider-specific env vars:
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* - OPENAI_API_KEY: OpenAI API key
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* - OPENAI_BASE_URL: Custom OpenAI-compatible endpoint (optional)
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* - ANTHROPIC_API_KEY: Anthropic API key
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* - GOOGLE_GENERATIVE_AI_API_KEY: Google API key
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* - AZURE_RESOURCE_NAME, AZURE_API_KEY: Azure OpenAI credentials
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* - AWS_REGION, AWS_ACCESS_KEY_ID, AWS_SECRET_ACCESS_KEY: AWS Bedrock credentials
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* - OLLAMA_BASE_URL: Ollama server URL (optional, defaults to http://localhost:11434)
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* - OPENROUTER_API_KEY: OpenRouter API key
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* - DEEPSEEK_API_KEY: DeepSeek API key
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* - DEEPSEEK_BASE_URL: DeepSeek endpoint (optional)
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*/
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export function getAIModel(): ModelConfig {
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const modelId = process.env.AI_MODEL;
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if (!modelId) {
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throw new Error(
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`AI_MODEL environment variable is required. Example: AI_MODEL=claude-sonnet-4-5`
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);
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}
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// Determine provider: explicit config > auto-detect > error
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let provider: ProviderName;
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if (process.env.AI_PROVIDER) {
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provider = process.env.AI_PROVIDER as ProviderName;
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} else {
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const detected = detectProvider();
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if (detected) {
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provider = detected;
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console.log(`[AI Provider] Auto-detected provider: ${provider}`);
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} else {
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// List configured providers for better error message
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const configured = Object.entries(PROVIDER_ENV_VARS)
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.filter(([, envVar]) => envVar && process.env[envVar as string])
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.map(([p]) => p);
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if (configured.length === 0) {
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throw new Error(
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`No AI provider configured. Please set one of the following API keys in your .env.local file:\n` +
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`- DEEPSEEK_API_KEY for DeepSeek\n` +
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`- OPENAI_API_KEY for OpenAI\n` +
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`- ANTHROPIC_API_KEY for Anthropic\n` +
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`- GOOGLE_GENERATIVE_AI_API_KEY for Google\n` +
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`- AWS_ACCESS_KEY_ID for Bedrock\n` +
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`- OPENROUTER_API_KEY for OpenRouter\n` +
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`- AZURE_API_KEY for Azure\n` +
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`Or set AI_PROVIDER=ollama for local Ollama.`
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);
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} else {
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throw new Error(
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`Multiple AI providers configured (${configured.join(', ')}). ` +
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`Please set AI_PROVIDER to specify which one to use.`
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);
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}
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}
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}
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// Validate provider credentials
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validateProviderCredentials(provider);
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console.log(`[AI Provider] Initializing ${provider} with model: ${modelId}`);
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let model: any;
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let providerOptions: any = undefined;
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let headers: Record<string, string> | undefined = undefined;
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switch (provider) {
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case 'bedrock': {
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// Use credential provider chain for IAM role support (Amplify, Lambda, etc.)
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// Falls back to env vars (AWS_ACCESS_KEY_ID, AWS_SECRET_ACCESS_KEY) for local dev
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const bedrockProvider = createAmazonBedrock({
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region: process.env.AWS_REGION || 'us-west-2',
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credentialProvider: fromNodeProviderChain(),
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});
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model = bedrockProvider(modelId);
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// Add Anthropic beta options if using Claude models via Bedrock
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if (modelId.includes('anthropic.claude')) {
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providerOptions = BEDROCK_ANTHROPIC_BETA;
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}
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break;
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}
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case 'openai':
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if (process.env.OPENAI_BASE_URL) {
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const customOpenAI = createOpenAI({
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apiKey: process.env.OPENAI_API_KEY,
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baseURL: process.env.OPENAI_BASE_URL,
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});
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model = customOpenAI.chat(modelId);
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} else {
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model = openai(modelId);
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}
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break;
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case 'anthropic':
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const customProvider = createAnthropic({
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apiKey: process.env.ANTHROPIC_API_KEY,
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baseURL: process.env.ANTHROPIC_BASE_URL || 'https://api.anthropic.com/v1',
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headers: ANTHROPIC_BETA_HEADERS,
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});
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model = customProvider(modelId);
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// Add beta headers for fine-grained tool streaming
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headers = ANTHROPIC_BETA_HEADERS;
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break;
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case 'google':
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if (process.env.GOOGLE_BASE_URL) {
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const customGoogle = createGoogleGenerativeAI({
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apiKey: process.env.GOOGLE_GENERATIVE_AI_API_KEY,
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baseURL: process.env.GOOGLE_BASE_URL,
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});
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model = customGoogle(modelId);
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} else {
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model = google(modelId);
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}
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break;
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case 'azure':
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if (process.env.AZURE_BASE_URL) {
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const customAzure = createAzure({
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apiKey: process.env.AZURE_API_KEY,
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baseURL: process.env.AZURE_BASE_URL,
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});
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model = customAzure(modelId);
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} else {
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model = azure(modelId);
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}
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break;
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case 'ollama':
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if (process.env.OLLAMA_BASE_URL) {
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const customOllama = createOllama({
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baseURL: process.env.OLLAMA_BASE_URL,
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});
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model = customOllama(modelId);
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} else {
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model = ollama(modelId);
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}
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break;
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case 'openrouter':
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const openrouter = createOpenRouter({
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apiKey: process.env.OPENROUTER_API_KEY,
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...(process.env.OPENROUTER_BASE_URL && { baseURL: process.env.OPENROUTER_BASE_URL }),
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});
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model = openrouter(modelId);
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break;
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case 'deepseek':
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if (process.env.DEEPSEEK_BASE_URL) {
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const customDeepSeek = createDeepSeek({
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apiKey: process.env.DEEPSEEK_API_KEY,
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baseURL: process.env.DEEPSEEK_BASE_URL,
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});
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model = customDeepSeek(modelId);
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} else {
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model = deepseek(modelId);
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}
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break;
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default:
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throw new Error(
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`Unknown AI provider: ${provider}. Supported providers: bedrock, openai, anthropic, google, azure, ollama, openrouter, deepseek`
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);
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}
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return { model, providerOptions, headers, modelId };
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}
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