The AvaLangGraph provides a powerful set of tools to orchestrate LLM agents grounded in narrative intelligence and indigenous relational paradigms. This guide will help you get started quickly.
Our libraries are available as npm packages. You can install individual packages using your preferred package manager:
# Using npm
npm install inquiry-routing-engine
npm install prompt-decomposition-engine
npm install narrative-intelligence
# Using pnpm
pnpm add inquiry-routing-engine
pnpm add prompt-decomposition-engine
pnpm add narrative-intelligence
# Using yarn
yarn add inquiry-routing-engine
yarn add prompt-decomposition-engine
yarn add narrative-intelligence
Here’s a conceptual example demonstrating how to use some of the AvaLangGraph components. Full LangGraph integration would involve defining StateGraph nodes and edges.
// This is a conceptual example for AvaLangGraph, showing how its engines work.
// Full LangGraph integration would involve defining StateGraph nodes and edges.
import { InquiryRoutingGraph } from "inquiry-routing-engine";
import { DecompositionResult } from "ava-langchain-prompt-decomposition"; // Assuming this comes from ChainStack
async function runAvaLangGraphExample() {
const sampleDecomposition: DecompositionResult = {
primary: { action: "build", target: "knowledge graph", urgency: "high", confidence: 0.9 },
secondary: [],
directions: { east: [], south: [], west: [], north: [] }, // Simplified for example
actionStack: [],
balance: 0.8,
leadDirection: "north",
neglectedDirections: [],
ambiguities: []
};
const inquiryGraph = new InquiryRoutingGraph({ enforceCeremony: true });
const finalState = await inquiryGraph.invoke(sampleDecomposition);
console.log("Inquiry Routing Final State:", finalState.status);
if (finalState.ceremonyRequired) {
console.log("Ceremony required. Human review initiated.");
} else {
console.log("Dispatched inquiries:", finalState.dispatchedInquiries);
}
}
runAvaLangGraphExample();
Explore each of our core packages to understand their unique contributions to the AvaLangGraph ecosystem.