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BeeAI Tracing (JS)

Auto-instrument and observe BeeAI agents

BeeAI has native integration with Arize Phoenix
NPM Version

This module provides automatic instrumentation for BeeAI framework. It integrates seamlessly with the @opentelemetry/sdk-trace-node package to collect and export telemetry data.

Install

npm install --save beeai-framework \
  @arizeai/openinference-instrumentation-beeai \
  @arizeai/phoenix-otel

Setup

To instrument your application, import and enable BeeAIInstrumentation. Create the instrumentation.ts file:

import { register, registerInstrumentations } from "@arizeai/phoenix-otel";
import * as beeaiFramework from "beeai-framework";
import { BeeAIInstrumentation } from "@arizeai/openinference-instrumentation-beeai";

const provider = register({
  projectName: "beeai-project",
});

const beeAIInstrumentation = new BeeAIInstrumentation();
beeAIInstrumentation.manuallyInstrument(beeaiFramework);

registerInstrumentations({
  instrumentations: [beeAIInstrumentation],
});

console.log("👀 OpenInference initialized");

Run BeeAI

Sample agent built using BeeAI with automatic tracing:

import "./instrumentation.ts";
import { ToolCallingAgent } from "beeai-framework/agents/toolCalling/agent";
import { TokenMemory } from "beeai-framework/memory/tokenMemory";
import { DuckDuckGoSearchTool } from "beeai-framework/tools/search/duckDuckGoSearch";
import { OpenMeteoTool } from "beeai-framework/tools/weather/openMeteo";
import { OpenAIChatModel } from "beeai-framework/adapters/openai/backend/chat";

const llm = new OpenAIChatModel(
  "gpt-4o", 
  {},
  { apiKey: process.env.OPENAI_API_KEY }
);

const agent = new ToolCallingAgent({
  llm,
  memory: new TokenMemory(),
  tools: [
    new DuckDuckGoSearchTool(),
    new OpenMeteoTool(), // weather tool
  ],
});

async function main() {
  const response = await agent.run({ prompt: "What's the current weather in Berlin?" });
  console.log(`Agent 🤖 : `, response.result.text);
}

main();

Observe

Phoenix provides visibility into your BeeAI agent operations by automatically tracing all interactions.

Resources

PreviousBeeAINextMastra

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