multimind-sdk/dist/rag.js

This SDK gives JavaScript/TypeScript developers full access to advanced AI features like agent orchestration, RAG, and fine-tuning — without needing to manage backend code.

import { py } from './bridge/multimind-bridge.js';
export async function queryRAG(prompt, config) {
    const { indexPath, topK = 5, similarityThreshold = 0.7 } = config;
    try {
        await py `rag = RAGEngine(index_path=${indexPath}, top_k=${topK}, similarity_threshold=${similarityThreshold})`;
        const result = await py `rag.query(${prompt})`;
        return result;
    }
    catch (error) {
        console.error('Error querying RAG:', error);
        throw error;
    }
}
export async function createRAGEngine(config) {
    const { indexPath, topK = 5, similarityThreshold = 0.7 } = config;
    try {
        await py `rag = RAGEngine(index_path=${indexPath}, top_k=${topK}, similarity_threshold=${similarityThreshold})`;
        return { success: true, message: 'RAG Engine created successfully' };
    }
    catch (error) {
        console.error('Error creating RAG Engine:', error);
        throw error;
    }
}
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