# Set Up Sentry AI Agent Monitoring helps you track and debug AI agent applications using our supported SDKs and integrations. Monitor your complete agent workflows from user interaction to final response, including tool calls, model interactions, and custom logic. To start sending AI agent data to Sentry, make sure you've created a Sentry project for your AI-enabled repository and follow one of the guides below: ## [Supported SDKs](https://docs.sentry.io/product/insights/ai/agents/getting-started.md#supported-sdks) ### [JavaScript - Vercel AI SDK](https://docs.sentry.io/product/insights/ai/agents/getting-started.md#javascript---vercel-ai-sdk) The Sentry JavaScript SDK supports AI agent monitoring through the Vercel AI integration, which works with Node.js and Bun runtimes. This integration automatically captures spans for your AI agent workflows using the AI SDK's built-in telemetry. #### [Supported Platforms](https://docs.sentry.io/product/insights/ai/agents/getting-started.md#supported-platforms) * [![javascript.node icon](https://docs.sentry.io/_next/static/media/nodejs.79546009.svg)Node.js](https://docs.sentry.io/platforms/javascript/guides/node/configuration/integrations/vercelai.md) * [![javascript.nextjs icon](https://docs.sentry.io/_next/static/media/nextjs.27669790.svg)Next.js](https://docs.sentry.io/platforms/javascript/guides/nextjs/configuration/integrations/vercelai.md) * [![javascript.sveltekit icon](https://docs.sentry.io/_next/static/media/svelte.d8e9a29b.svg)SvelteKit](https://docs.sentry.io/platforms/javascript/guides/sveltekit/configuration/integrations/vercelai.md) * [![javascript.nuxt icon](https://docs.sentry.io/_next/static/media/nuxt.90663273.svg)Nuxt](https://docs.sentry.io/platforms/javascript/guides/nuxt/configuration/integrations/vercelai.md) * [![javascript.astro icon](https://docs.sentry.io/_next/static/media/astro.3cb960c2.svg)Astro](https://docs.sentry.io/platforms/javascript/guides/astro/configuration/integrations/vercelai.md) * [![javascript.remix icon](https://docs.sentry.io/_next/static/media/remix.27fc09d0.svg)Remix](https://docs.sentry.io/platforms/javascript/guides/remix/configuration/integrations/vercelai.md) * [![javascript.solidstart icon](https://docs.sentry.io/_next/static/media/solidstart.a4c37fbe.svg)SolidStart](https://docs.sentry.io/platforms/javascript/guides/solidstart/configuration/integrations/vercelai.md) * [![javascript.express icon](https://docs.sentry.io/_next/static/media/express.ccf88a5c.svg)Express](https://docs.sentry.io/platforms/javascript/guides/express/configuration/integrations/vercelai.md) * [![javascript.fastify icon](https://docs.sentry.io/_next/static/media/fastify.41f6ba73.svg)Fastify](https://docs.sentry.io/platforms/javascript/guides/fastify/configuration/integrations/vercelai.md) * [![javascript.nestjs icon](https://docs.sentry.io/_next/static/media/nestjs.d9d27813.svg)Nest.js](https://docs.sentry.io/platforms/javascript/guides/nestjs/configuration/integrations/vercelai.md) * [![javascript.hapi icon](https://docs.sentry.io/_next/static/media/hapi.e3b32f5e.svg)Hapi](https://docs.sentry.io/platforms/javascript/guides/hapi/configuration/integrations/vercelai.md) * [![javascript.koa icon](https://docs.sentry.io/_next/static/media/koa.7d7a394d.svg)Koa](https://docs.sentry.io/platforms/javascript/guides/koa/configuration/integrations/vercelai.md) * [![javascript.connect icon](https://docs.sentry.io/_next/static/media/connect.bfc1f584.svg)Connect](https://docs.sentry.io/platforms/javascript/guides/connect/configuration/integrations/vercelai.md) * [![javascript.cloudflare icon](https://docs.sentry.io/_next/static/media/cloudflare.7e288bf9.svg)Cloudflare](https://docs.sentry.io/platforms/javascript/guides/cloudflare/configuration/integrations/vercelai.md) * [![javascript.hono icon](https://docs.sentry.io/_next/static/media/hono.3f338aa8.svg)Hono](https://docs.sentry.io/platforms/javascript/guides/hono/configuration/integrations/vercelai.md) * [![javascript.bun icon](https://docs.sentry.io/_next/static/media/bun.64e0abda.svg)Bun](https://docs.sentry.io/platforms/javascript/guides/bun/configuration/integrations/vercelai.md) * [![javascript.aws-lambda icon](https://docs.sentry.io/_next/static/media/awslambda.4ae6e6f7.svg)AWS Lambda](https://docs.sentry.io/platforms/javascript/guides/aws-lambda/configuration/integrations/vercelai.md) * [![javascript.azure-functions icon](https://docs.sentry.io/_next/static/media/azure-functions.0d829f41.svg)Azure Functions](https://docs.sentry.io/platforms/javascript/guides/azure-functions/configuration/integrations/vercelai.md) * [![javascript.gcp-functions icon](https://docs.sentry.io/_next/static/media/gcp-functions.6492b2be.svg)Google Cloud Functions](https://docs.sentry.io/platforms/javascript/guides/gcp-functions/configuration/integrations/vercelai.md) * [![javascript.electron icon](https://docs.sentry.io/_next/static/media/electron.9dec18b9.svg)Electron](https://docs.sentry.io/platforms/javascript/guides/electron/configuration/integrations/vercelai.md) #### [Quick Start with Vercel AI SDK](https://docs.sentry.io/product/insights/ai/agents/getting-started.md#quick-start-with-vercel-ai-sdk) ```javascript import * as Sentry from "@sentry/node"; // Sentry init needs to be above everything else Sentry.init({ tracesSampleRate: 1.0, integrations: [Sentry.vercelAIIntegration()], }); import { generateText } from "ai"; import { openai } from "@ai-sdk/openai"; // Your AI agent function async function aiAgent(userQuery) { const result = await generateText({ model: openai("gpt-4o"), prompt: userQuery, experimental_telemetry: { isEnabled: true, functionId: "ai-agent-main", recordInputs: true, recordOutputs: true, }, }); return result.text; } ``` ##### Don't see your SDK? We'll be adding AI agent integrations continuously. Please vote on [GitHub](https://github.com/getsentry/sentry-javascript/issues/16960) which one you'd like to see next. You can also instrument AI agents manually by following our [manual instrumentation guide](https://docs.sentry.io/platforms/javascript/guides/node/tracing/instrumentation/ai-agents-module.md). ### [Python - OpenAI Agents](https://docs.sentry.io/product/insights/ai/agents/getting-started.md#python---openai-agents) The Sentry Python SDK supports OpenAI Agents SDK. #### [Supported Platforms](https://docs.sentry.io/product/insights/ai/agents/getting-started.md#supported-platforms-1) * [![python icon](https://docs.sentry.io/_next/static/media/python.94740f0e.svg)Python](https://docs.sentry.io/platforms/python/integrations/openai-agents.md) #### [Quick Start with OpenAI Agents](https://docs.sentry.io/product/insights/ai/agents/getting-started.md#quick-start-with-openai-agents) ```python import sentry_sdk import agents from pydantic import BaseModel sentry_sdk.init( dsn="YOUR_DSN", traces_sample_rate=1.0, send_default_pii=True, # Include LLM inputs/outputs ) # Create your AI agent my_agent = agents.Agent( name="My Agent", instructions="You are a helpful assistant.", model="gpt-4o-mini", ) # Your AI agent function result = await agents.Runner.run( my_agent, input=user_query, ) ``` ##### Don't see your SDK? You can also instrument AI agents manually by following our [manual instrumentation guides](https://docs.sentry.io/platforms/python/tracing/instrumentation/custom-instrumentation/ai-agents-module.md).