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Documentation Index

Fetch the complete documentation index at: https://icrl.dev/docs/llms.txt

Use this file to discover all available pages before exploring further.

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Install

npm install icrl openai
# or install @anthropic-ai/sdk for AnthropicProvider

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Main Exports

  • Agent
  • TrajectoryDatabase
  • TrajectoryRetriever
  • ReActLoop
  • CurationManager
  • FileSystemAdapter
  • OpenAIProvider, OpenAIEmbedder
  • AnthropicProvider, AnthropicVertexProvider

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Minimal Usage

import OpenAI from "openai";
import { Agent, FileSystemAdapter, OpenAIEmbedder, OpenAIProvider } from "icrl";

const openai = new OpenAI({ apiKey: process.env.OPENAI_API_KEY });

const agent = new Agent({
  llm: new OpenAIProvider(openai, { model: "gpt-4o-mini" }),
  embedder: new OpenAIEmbedder(openai),
  storage: new FileSystemAdapter("./trajectories-ts"),
  planPrompt: "Goal: {goal}\nExamples:\n{examples}\nCreate a plan.",
  reasonPrompt: "Goal: {goal}\nPlan: {plan}\nObservation: {observation}\nHistory:\n{history}\nExamples:\n{examples}\nThink:",
  actPrompt: "Goal: {goal}\nPlan: {plan}\nReasoning: {reasoning}\nObservation: {observation}\nOne action only.",
});

await agent.init();

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Run Package Demos

From icrl-ts/: 
bun install
bun run examples:run
Single demos: 
bun run example:openai
bun run example:anthropic
bun run example:support
bun run example:incident
bun run example:web

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Run Tests

bun run tests:run