ultimate-mcp-server
Version:
The definitive all-in-one Model Context Protocol server for AI-assisted coding across 30+ platforms
45 lines • 1.45 kB
TypeScript
import { Document, RAGConfig, SearchResult } from './types.js';
export declare class RAGManager {
private config;
private vectorStore;
private embeddingProvider;
private chunker;
private logger;
private isInitialized;
constructor(config: RAGConfig);
private createVectorStore;
initialize(): Promise<void>;
ingestDocument(content: string, metadata?: Record<string, any>): Promise<Document>;
ingestFile(filePath: string): Promise<Document>;
ingestDirectory(dirPath: string, extensions?: string[]): Promise<Document[]>;
ingestUrl(url: string): Promise<Document>;
search(query: string, options?: {
topK?: number;
threshold?: number;
filter?: Record<string, any>;
rerank?: boolean;
}): Promise<SearchResult[]>;
searchWithContext(query: string, options?: {
topK?: number;
threshold?: number;
filter?: Record<string, any>;
contextWindow?: number;
}): Promise<{
results: SearchResult[];
context: string;
}>;
generateAnswer(query: string, options?: {
topK?: number;
contextWindow?: number;
systemPrompt?: string;
}): Promise<{
answer: string;
sources: SearchResult[];
}>;
private rerankResults;
private ensureInitialized;
getStats(): Promise<any>;
clear(): Promise<void>;
close(): Promise<void>;
}
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