Parasail

Parasail Batch API

Create, list, retrieve, and cancel batch inference jobs.

GitHub OpenAPI

Operations 4

POST /batches Create Batch #
GET /batches List Batches #
GET /batches/{batch_id} Retrieve Batch #
POST /batches/{batch_id}/cancel Cancel Batch #

Documentation

📖
Documentation
https://docs.parasail.io/parasail-docs/

Specifications

⚙
OpenAPI
https://artifacts.apis.io/parasail-ai/openapi/parasail-ai-batch-api-openapi.yml

Schemas & Data

📊
JSONSchema
https://artifacts.apis.io/parasail-ai/json-schema/parasail-chat-completion-schema.json
📊
JSONSchema
https://artifacts.apis.io/parasail-ai/json-schema/parasail-batch-schema.json
📊
JSONSchema
https://artifacts.apis.io/parasail-ai/json-schema/parasail-deployment-schema.json

Other Resources

🔗
JSONLD
https://artifacts.apis.io/parasail-ai/json-ld/parasail-context.jsonld
🔗
APIsJSON
https://artifacts.apis.io/parasail-ai/apis.yml

Work with this as data

Every API here is available over the APIs.io API and to AI agents over MCP.

MCP server

One button, every client — Claude, Cursor, VS Code and the rest.

https://apis.io/mcp

Tools for apis

7 MCP tools reach this
  • find_apisBrowse and filter every API in the catalog.
  • get_api_artifactsOne API's artifacts, grouped by type.
  • get_openapiThe primary OpenAPI for this API.
  • find_similar_apisAPIs that look like this one.
  • apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
  • resolveTurn a domain, URL or GitHub org into the provider it belongs to.
  • find_cohortsEvery scored population of providers in the catalog.
All 92 tools →

Call it yourself

curl for this page
This API 
curl "https://apis.io/api/v1/apis/parasail-ai:parasail-ai-batch-api"
All apis 
curl "https://apis.io/api/v1/apis?limit=25"

Calls without X-API-Key need no key. Calls with it need a paid plan — get a key.

Get an API key

Free tier, no form to fill in. Signing in shares your email address with us — we store it to create your key and to recognise you if you sign in with another provider. See our Privacy Policy and Terms.

GitHub Google LinkedIn

A second provider on the same verified email joins the account you already have.

OpenAPI Specification

parasail-ai-batch-api-openapi.yml Raw ↑ 
openapi: 3.2.0
info:
  title: Parasail Batch API
  description: 'OpenAI-compatible Batch API for offline, asynchronous inference workloads at 50% off

    serverless pricing (with cached tokens at an additional 30% off). Supports

    /v1/chat/completions and /v1/embeddings in the OpenAI Batch file format (JSONL).'
  version: '1.0'
  contact:
    name: Parasail
    url: https://docs.parasail.io/parasail-docs/
servers:
- url: https://api.parasail.io/v1
  description: Parasail Batch endpoint
security:
- bearerAuth: []
tags:
- name: Batch
  description: Create, list, retrieve, and cancel batch inference jobs.
paths:
  /batches:
    post:
      tags:
      - Batch
      operationId: createBatch
      summary: Create Batch
      description: Submit a new batch inference job that processes a previously-uploaded JSONL file.
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/BatchCreateRequest'
      responses:
        '200':
          description: The created batch job.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Batch'
    get:
      tags:
      - Batch
      operationId: listBatches
      summary: List Batches
      description: List your batch inference jobs.
      parameters:
      - in: query
        name: limit
        schema:
          type: integer
      - in: query
        name: after
        schema:
          type: string
      responses:
        '200':
          description: A list of batch jobs.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/BatchList'
  /batches/{batch_id}:
    get:
      tags:
      - Batch
      operationId: getBatch
      summary: Retrieve Batch
      description: Retrieve the status and output file references for a batch job.
      parameters:
      - in: path
        name: batch_id
        required: true
        schema:
          type: string
      responses:
        '200':
          description: The batch job.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Batch'
  /batches/{batch_id}/cancel:
    post:
      tags:
      - Batch
      operationId: cancelBatch
      summary: Cancel Batch
      description: Cancel an in-flight batch job.
      parameters:
      - in: path
        name: batch_id
        required: true
        schema:
          type: string
      responses:
        '200':
          description: The cancelled batch job.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Batch'
components:
  schemas:
    BatchCreateRequest:
      type: object
      required:
      - input_file_id
      - endpoint
      - completion_window
      properties:
        input_file_id:
          type: string
          description: ID of an uploaded JSONL file containing the batch requests.
        endpoint:
          type: string
          enum:
          - /v1/chat/completions
          - /v1/embeddings
        completion_window:
          type: string
          enum:
          - 24h
        metadata:
          type: object
          additionalProperties:
            type: string
    Batch:
      type: object
      properties:
        id:
          type: string
        object:
          type: string
          example: batch
        endpoint:
          type: string
        input_file_id:
          type: string
        output_file_id:
          type: string
        error_file_id:
          type: string
        status:
          type: string
          enum:
          - validating
          - in_progress
          - finalizing
          - completed
          - expired
          - cancelling
          - cancelled
          - failed
        request_counts:
          type: object
          properties:
            total:
              type: integer
            completed:
              type: integer
            failed:
              type: integer
        created_at:
          type: integer
        completed_at:
          type: integer
        cancelled_at:
          type: integer
        metadata:
          type: object
    BatchList:
      type: object
      properties:
        object:
          type: string
          example: list
        data:
          type: array
          items:
            $ref: '#/components/schemas/Batch'
        has_more:
          type: boolean
  securitySchemes:
    bearerAuth:
      type: http
      scheme: bearer
      description: Send your Parasail API key as a Bearer token.