Notes/src/services/llm/ai_service_manager.ts

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2025-03-02 19:39:10 -08:00
import options from '../options.js';
import type { AIService, ChatCompletionOptions, ChatResponse, Message } from './ai_interface.js';
import { OpenAIService } from './openai_service.js';
import { AnthropicService } from './anthropic_service.js';
import { OllamaService } from './ollama_service.js';
type ServiceProviders = 'openai' | 'anthropic' | 'ollama';
export class AIServiceManager {
private services: Record<ServiceProviders, AIService> = {
openai: new OpenAIService(),
anthropic: new AnthropicService(),
ollama: new OllamaService()
};
private providerOrder: ServiceProviders[] = [];
constructor() {
this.updateProviderOrder();
}
/**
* Update the provider precedence order from saved options
*/
updateProviderOrder() {
// Default precedence: openai, anthropic, ollama
const defaultOrder: ServiceProviders[] = ['openai', 'anthropic', 'ollama'];
// Get custom order from options
const customOrder = options.getOption('aiProviderPrecedence');
if (customOrder) {
try {
const parsed = JSON.parse(customOrder);
// Validate that all providers are valid
if (Array.isArray(parsed) &&
parsed.every(p => Object.keys(this.services).includes(p))) {
this.providerOrder = parsed as ServiceProviders[];
} else {
console.warn('Invalid AI provider precedence format, using defaults');
this.providerOrder = defaultOrder;
}
} catch (e) {
console.error('Failed to parse AI provider precedence:', e);
this.providerOrder = defaultOrder;
}
} else {
this.providerOrder = defaultOrder;
}
}
/**
* Check if any AI service is available
*/
isAnyServiceAvailable(): boolean {
return Object.values(this.services).some(service => service.isAvailable());
}
/**
* Get list of available providers
*/
getAvailableProviders(): ServiceProviders[] {
return Object.entries(this.services)
.filter(([_, service]) => service.isAvailable())
.map(([key, _]) => key as ServiceProviders);
}
/**
* Generate a chat completion response using the first available AI service
* based on the configured precedence order
*/
async generateChatCompletion(messages: Message[], options: ChatCompletionOptions = {}): Promise<ChatResponse> {
if (!messages || messages.length === 0) {
throw new Error('No messages provided for chat completion');
}
this.updateProviderOrder();
// Try providers in order of preference
const availableProviders = this.getAvailableProviders();
if (availableProviders.length === 0) {
throw new Error('No AI providers are available. Please check your AI settings.');
}
// Sort available providers by precedence
const sortedProviders = this.providerOrder
.filter(provider => availableProviders.includes(provider));
// If a specific provider is requested and available, use it
if (options.model && options.model.includes(':')) {
const [providerName, modelName] = options.model.split(':');
if (availableProviders.includes(providerName as ServiceProviders)) {
try {
const modifiedOptions = { ...options, model: modelName };
return await this.services[providerName as ServiceProviders].generateChatCompletion(messages, modifiedOptions);
} catch (error) {
console.error(`Error with specified provider ${providerName}:`, error);
// If the specified provider fails, continue with the fallback providers
}
}
}
// Try each provider in order until one succeeds
let lastError: Error | null = null;
for (const provider of sortedProviders) {
try {
return await this.services[provider].generateChatCompletion(messages, options);
} catch (error) {
console.error(`Error with provider ${provider}:`, error);
lastError = error as Error;
// Continue to the next provider
}
}
// If we get here, all providers failed
throw new Error(`All AI providers failed: ${lastError?.message || 'Unknown error'}`);
}
}
// Singleton instance
const aiServiceManager = new AIServiceManager();
export default aiServiceManager;