Introduction.

Discover Orka(Orchestrate Knowledge & Agents). The framework built for production-ready AI Application Engineering.

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Why choose Orka.JS? ?

Orka.JS is a Typescript framework that abstracts the complexities of embeddings and vector databases to let you focus on building robust RAG architectures and reliable agent workflows.

Multi-model orchestration

LLM Monitoring

Automated Evaluation

Cost Optimization

Core Philosophy

Simplicity First

Readable APIs like orka.ask() and orka.knowledge.create().

Swap Anything

Swap LLM providers or Vector DBs with a single adapter change.

Production Ready

Built-in retries, fallbacks, and observability hooks.

Import Methods

Standard Import

import { createOrka, OpenAIAdapter, MemoryVectorAdapter } from 'orkajs';

Optimized Import

Recommended

import { createOrka } from '@orka-js/core';
import { OpenAIAdapter } from '@orka-js/openai';
import { MemoryVectorAdapter } from '@orka-js/memory';

Enables tree-shaking for minimal bundle size in production.

Quick Example

example.ts

const orka = createOrka({
  llm: new OpenAIAdapter({ apiKey: process.env.OPENAI_API_KEY! }),
  vectorDB: new MemoryVectorAdapter(),
});
 
const result = await orka.ask({
  knowledge: 'docs',
  question: 'How it works?'
});

Start Building.

From zero to agent in minutes. Our installation guide will help you set up your first workspace.

Installation