UnicodeNormalizer

The UnicodeNormalizer is an input processor that normalizes Unicode text to ensure consistent formatting and remove potentially problematic characters before messages are sent to the language model. This processor helps maintain text quality by handling various Unicode representations, removing control characters, and standardizing whitespace formatting.

Usage example

import { UnicodeNormalizer } from '@mastra/core/processors'

const processor = new UnicodeNormalizer({
  stripControlChars: true,
  collapseWhitespace: true,
})

Constructor parameters

<PropertiesTable content={[ { name: 'options', type: 'Options', description: 'Configuration options for Unicode text normalization', isOptional: true, properties: [ { type: 'Options', parameters: [ { name: 'stripControlChars', type: 'boolean', description: 'Whether to strip control characters. When enabled, removes control characters except \t, \n, \r', isOptional: true, default: 'false', }, { name: 'preserveEmojis', type: 'boolean', description: 'Whether to preserve emojis. When disabled, emojis may be removed if they contain control characters', isOptional: true, default: 'true', }, { name: 'collapseWhitespace', type: 'boolean', description: 'Whether to collapse consecutive whitespace. When enabled, multiple spaces/tabs/newlines are collapsed to single instances', isOptional: true, default: 'true', }, { name: 'trim', type: 'boolean', description: 'Whether to trim leading and trailing whitespace', isOptional: true, default: 'true', }, ], }, ], }, ]} />

Returns

<PropertiesTable content={[ { name: 'id', type: 'string', description: "Processor identifier set to 'unicode-normalizer'", isOptional: false, }, { name: 'name', type: 'string', description: 'Optional processor display name', isOptional: true, }, { name: 'processInput', type: '(args: { messages: MastraDBMessage[]; abort: (reason?: string) => never }) => MastraDBMessage[]', description: 'Processes input messages to normalize Unicode text', isOptional: false, }, ]} />

Extended usage example

import { Agent } from '@mastra/core/agent'
import { UnicodeNormalizer } from '@mastra/core/processors'

export const agent = new Agent({
  id: 'normalized-agent',
  name: 'normalized-agent',
  instructions: 'You are a helpful assistant',
  model: 'openai/gpt-5.4',
  inputProcessors: [
    new UnicodeNormalizer({
      stripControlChars: true,
      preserveEmojis: true,
      collapseWhitespace: true,
      trim: true,
    }),
  ],
})

Related

• Guardrails