Developer Docs

Developer Quickstart

Learn how to hook up PayQIA's persistent semantic memory infrastructure to your AI agent or application.

💡 Want to learn how the underlying engine works? Read the theoretical foundations and tensor mapping logic on the Haqikos QIA Engine Page.

1. Installation

Install our official client libraries for your environment:

# Install TypeScript SDK

npm install payqia

2. Initialization

Initialize the memory client with your API key:

import PayQIA from "payqia";

const client = new PayQIA({
  apiKey: process.env.PAYQIA_API_KEY
});

3. Explicit Mode

Add precise memory points directly into the user context profile log:

// Save direct memory point
await client.document.add({
  content: "User prefers dark mode and UPI payment option.",
  containerTag: "user_session_4821"
});

4. Graph Mode

Let PayQIA autonomously extract facts, build knowledge graphs, and resolve entities:

// Resolve structured entities
const graph = await client.graph.resolve({
  containerTag: "user_session_4821"
});