Mezmo

Mezmo Pipeline Classification API

AI-assisted data classification, field profiling, parser inference, and regex generation against pipeline samples. Used by Mezmo's in-product authoring workflow to accelerate parser and processor configuration.

Mezmo Pipeline Classification API is one of 12 APIs that Mezmo publishes on the APIs.io network, described by a machine-readable OpenAPI specification.

This API exposes 1 machine-runnable capability that can be deployed as REST, MCP, or Agent Skill surfaces via Naftiko.

Tagged areas include Data Classification, Profiling, AI, and Telemetry Pipeline. The published artifact set on APIs.io includes API documentation, an OpenAPI specification, and 1 Naftiko capability spec.

GitHub OpenAPI

Documentation

📖
Documentation
https://docs.mezmo.com/pipeline-api/reference/classification

Specifications

⚙
OpenAPI
https://raw.githubusercontent.com/api-evangelist/mezmo/refs/heads/main/openapi/mezmo-pipeline-classification-api-openapi.yml

Other Resources

🔗
NaftikoCapability
https://raw.githubusercontent.com/api-evangelist/mezmo/refs/heads/main/capabilities/pipeline-classification-classification.yaml

OpenAPI Specification

mezmo-pipeline-classification-api-openapi.yml Raw ↑ 
openapi: 3.0.3
info:
  title: Mezmo Pipeline Classification API
  description: |
    AI-assisted data classification, field profiling, parser inference, and
    regex generation against pipeline samples. Used inside the Mezmo Pipelines
    authoring workflow to accelerate parser and processor configuration.
  version: 'v3'
servers:
- url: https://api.mezmo.com/v3
tags:
- name: Classification
security:
- PipelineServiceKey: []
paths:
  /classification/profile:
    post:
      tags:
      - Classification
      summary: Profile Sample Data
      description: Analyze a sample of pipeline data and return inferred field types, cardinality, and clusters.
      operationId: profileSample
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/SampleRequest'
      responses:
        '200':
          description: Field profile.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Profile'
  /classification/parse:
    post:
      tags:
      - Classification
      summary: Suggest Parser
      description: AI-generate a parser configuration for the sample.
      operationId: suggestParser
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/SampleRequest'
      responses:
        '200':
          description: Suggested parser.
  /classification/regex:
    post:
      tags:
      - Classification
      summary: Generate Regex
      description: Generate a regex for the supplied sample tokens.
      operationId: generateRegex
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/SampleRequest'
      responses:
        '200':
          description: Generated regex.
components:
  securitySchemes:
    PipelineServiceKey:
      type: http
      scheme: bearer
  schemas:
    SampleRequest:
      type: object
      required:
      - samples
      properties:
        samples:
          type: array
          items:
            type: string
        hint:
          type: string
    Profile:
      type: object
      properties:
        fields:
          type: array
          items:
            type: object
            properties:
              name:
                type: string
              type:
                type: string
              cardinality:
                type: integer
              examples:
                type: array
                items:
                  type: string