📄 ai-sdk/docs/reference/ai-sdk-core/extract-reasoning-middleware

File: extract-reasoning-middleware.md | Updated: 11/15/2025

Source: https://ai-sdk.dev/docs/reference/ai-sdk-core/extract-reasoning-middleware

AI SDK

Menu

v5 (Latest)

AI SDK 5.x

AI SDK by Vercel

AI SDK 6 Beta

Foundations

Overview

Providers and Models

Prompts

Tools

Streaming

Getting Started

Navigating the Library

Next.js App Router

Next.js Pages Router

Svelte

Vue.js (Nuxt)

Node.js

Expo

Agents

Agents

Building Agents

Workflow Patterns

Loop Control

AI SDK Core

Overview

Generating Text

Generating Structured Data

Tool Calling

Model Context Protocol (MCP) Tools

Prompt Engineering

Settings

Embeddings

Image Generation

Transcription

Speech

Language Model Middleware

Provider & Model Management

Error Handling

Testing

Telemetry

AI SDK UI

Overview

Chatbot

Chatbot Message Persistence

Chatbot Resume Streams

Chatbot Tool Usage

Generative User Interfaces

Completion

Object Generation

Streaming Custom Data

Error Handling

Transport

Reading UIMessage Streams

Message Metadata

Stream Protocols

AI SDK RSC

Advanced

Reference

AI SDK Core

generateText

streamText

generateObject

streamObject

embed

embedMany

generateImage

transcribe

generateSpeech

tool

dynamicTool

experimental_createMCPClient

Experimental_StdioMCPTransport

jsonSchema

zodSchema

valibotSchema

ModelMessage

UIMessage

validateUIMessages

safeValidateUIMessages

createProviderRegistry

customProvider

cosineSimilarity

wrapLanguageModel

LanguageModelV2Middleware

extractReasoningMiddleware

simulateStreamingMiddleware

defaultSettingsMiddleware

stepCountIs

hasToolCall

simulateReadableStream

smoothStream

generateId

createIdGenerator

AI SDK UI

AI SDK RSC

Stream Helpers

AI SDK Errors

Migration Guides

Troubleshooting

Copy markdown

extractReasoningMiddleware()

========================================================================================================================================

extractReasoningMiddleware is a middleware function that extracts XML-tagged reasoning sections from generated text and exposes them separately from the main text content. This is particularly useful when you want to separate an AI model's reasoning process from its final output.

import { extractReasoningMiddleware } from 'ai';
const middleware = extractReasoningMiddleware({  tagName: 'reasoning',  separator: '\n',});

Import


import { extractReasoningMiddleware } from "ai"

API Signature


Parameters

tagName:

string

The name of the XML tag to extract reasoning from (without angle brackets)

separator?:

string

The separator to use between reasoning and text sections. Defaults to "\n"

startWithReasoning?:

boolean

Starts with reasoning tokens. Set to true when the response always starts with reasoning and the initial tag is omitted. Defaults to false.

Returns

Returns a middleware object that:

  • Processes both streaming and non-streaming responses
  • Extracts content between specified XML tags as reasoning
  • Removes the XML tags and reasoning from the main text
  • Adds a reasoning property to the result containing the extracted content
  • Maintains proper separation between text sections using the specified separator

Type Parameters

The middleware works with the LanguageModelV2StreamPart type for streaming responses.

On this page

extractReasoningMiddleware()

Import

API Signature

Parameters

Returns

Type Parameters

Deploy and Scale AI Apps with Vercel.

Vercel delivers the infrastructure and developer experience you need to ship reliable AI-powered applications at scale.

Trusted by industry leaders:

  • OpenAI
  • Photoroom
  • leonardo-ai Logoleonardo-ai Logo
  • zapier Logozapier Logo

Talk to an expert