Context.dev Parsing API

The Parsing API from Context.dev — 1 operation(s) for parsing.

Operations 1

Each operation below carries the questions people ask an LLM about it and the instructions they give an agent to run it. Generated by API Evangelist overlay

POST /parse Convert a file's raw bytes into Markdown · Parse a file #
Ask an LLM
“How do I turn a PDF, Word or Excel file into Markdown an LLM can read?”
“Can I OCR the images inside a PDF while converting it to Markdown?”
Tell an agent
Parse this uploaded {extension} file into Markdown.
Convert this PDF to Markdown for pages {pdf}, running OCR on embedded images {ocr}.

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OpenAPI Specification

contextdev-parsing-api-openapi.yml Raw ↑
openapi: 3.2.0
info:
  title: Context.dev Parsing API
  description: Scrape, crawl, search, and monitor websites, and retrieve brand, people, and news data.
  version: 1.0.0
servers:
- url: https://api.context.dev/v1
tags:
- name: Parsing
paths:
  /parse:
    post:
      summary: Parse a file
      description: Convert uploaded file bytes into Markdown and optional HTML.
      security:
      - bearerAuth: []
      tags:
      - Parsing
      x-mint:
        content: <Badge color="blue">From 1 credit</Badge>
      parameters:
      - schema:
          type: string
          enum:
          - txt
          - text
          - md
          - markdown
          - html
          - htm
          - xhtml
          - xml
          - rss
          - atom
          - csv
          - tsv
          - yaml
          - yml
          - py
          - java
          - js
          - jsx
          - mjs
          - cjs
          - json
          - jsonl
          - ndjson
          - php
          - sh
          - bash
          - zsh
          - fish
          - rb
          - ts
          - tsx
          - rtf
          - srt
          - css
          - scss
          - less
          - styl
          - sass
          - svg
          - pdf
          - docx
          - doc
          - xlsx
          - xlsm
          - xlsb
          - xltx
          - xltm
          - xls
          - pptx
          - pptm
          - ppsx
          - ppsm
          - potx
          - potm
          - ppt
          - pps
          - pot
          - jpg
          - jpeg
          - jpe
          - png
          - gif
          - bmp
          - tiff
          - tif
          - webp
          - ppm
          - pbm
          - pgm
          - pnm
          description: Optional file extension hint, such as pdf, docx, xlsx, pptx, html, json, csv, md, py, rtf, jpg, png, or txt.
        required: false
        description: Optional file extension hint, such as pdf, docx, xlsx, pptx, html, json, csv, md, py, rtf, jpg, png, or txt.
        name: extension
        in: query
      - schema:
          type: boolean
          default: true
          description: Preserve hyperlinks in Markdown output
        required: false
        description: Preserve hyperlinks in Markdown output
        name: includeLinks
        in: query
      - schema:
          type: boolean
          default: false
          description: Include image references in Markdown output
        required: false
        description: Include image references in Markdown output
        name: includeImages
        in: query
      - schema:
          type: boolean
          default: true
          description: Shorten base64-encoded image data in the Markdown output
        required: false
        description: Shorten base64-encoded image data in the Markdown output
        name: shortenBase64Images
        in: query
      - schema:
          type: boolean
          default: false
          description: Extract only the main content from HTML-like inputs
        required: false
        description: Extract only the main content from HTML-like inputs
        name: useMainContentOnly
        in: query
      - schema:
          type: boolean
          default: false
          description: Read text from images and scanned PDF pages. PDF page ranges still apply.
        required: false
        description: Read text from images and scanned PDF pages. PDF page ranges still apply.
        name: ocr
        in: query
      - schema:
          type: object
          properties:
            start:
              type: integer
              minimum: 1
              description: First 1-based PDF page to parse.
            end:
              type: integer
              minimum: 1
              description: Last PDF page to parse (1-based, inclusive). Defaults to the final page. Must be >= start.
          additionalProperties: false
          description: 'PDF page-range options as a JSON object, e.g. {"start": 2, "end": 5}.'
        required: false
        description: 'PDF page-range options as a JSON object, e.g. {"start": 2, "end": 5}.'
        name: pdf
        in: query
      - schema:
          type: string
          minLength: 1
          maxLength: 100
          description: Optional client identifier used for usage attribution.
        required: false
        description: Optional client identifier used for usage attribution.
        name: client
        in: query
      - schema:
          type: string
          enum:
          - enabled
          - disabled
          default: disabled
          description: '`enabled` turns on zero data retention. Returns 403 `ZDR_NOT_ENABLED` unless your organization has ZDR.'
        required: false
        description: '`enabled` turns on zero data retention. Returns 403 `ZDR_NOT_ENABLED` unless your organization has ZDR.'
        name: zdr
        in: query
      - $ref: '#/components/parameters/RequestTags'
      requestBody:
        required: true
        description: Raw file bytes, up to 50 MiB.
        content:
          application/octet-stream:
            schema:
              type: string
              format: binary
          application/pdf:
            schema:
              type: string
              format: binary
          '*/*':
            schema:
              type: string
              format: binary
      responses:
        '200':
          description: Successful response
          headers:
            X-Request-Id:
              $ref: '#/components/headers/RequestId'
            X-RateLimit-Limit:
              $ref: '#/components/headers/RateLimitLimit'
            X-RateLimit-Remaining:
              $ref: '#/components/headers/RateLimitRemaining'
            X-RateLimit-Reset:
              $ref: '#/components/headers/RateLimitReset'
            X-RateLimit-Mode:
              $ref: '#/components/headers/RateLimitMode'
            X-Context-ZDR:
              description: Present with the value true when zero data retention was requested and honored.
              schema:
                type: string
                enum:
                - 'true'
          content:
            application/json:
              schema:
                type: object
                properties:
                  success:
                    type: boolean
                    enum:
                    - true
                    description: Indicates success
                  markdown:
                    type: string
                    description: Input bytes converted to GitHub Flavored Markdown
                  type:
                    type: string
                    enum:
                    - html
                    - xml
                    - json
                    - jsonl
                    - text
                    - csv
                    - tsv
                    - markdown
                    - yaml
                    - python
                    - java
                    - javascript
                    - php
                    - shell
                    - ruby
                    - typescript
                    - rtf
                    - srt
                    - css
                    - scss
                    - less
                    - stylus
                    - sass
                    - svg
                    - pdf
                    - docx
                    - doc
                    - xlsx
                    - xls
                    - pptx
                    - ppt
                    - jpg
                    - png
                    - gif
                    - bmp
                    - tiff
                    - webp
                    - ppm
                    - pbm
                    - pgm
                    - pnm
                    description: Detected content type used for parsing
                  key_metadata:
                    $ref: '#/components/schemas/KeyMetadata'
                  request_id:
                    $ref: '#/components/schemas/RequestId'
                required:
                - success
                - markdown
                - type
                - request_id
        '400':
          description: Invalid input or no parseable content
          headers:
            X-Request-Id:
              $ref: '#/components/headers/RequestId'
            X-RateLimit-Limit:
              $ref: '#/components/headers/RateLimitLimit'
            X-RateLimit-Remaining:
              $ref: '#/components/headers/RateLimitRemaining'
            X-RateLimit-Reset:
              $ref: '#/components/headers/RateLimitReset'
            X-RateLimit-Mode:
              $ref: '#/components/headers/RateLimitMode'
          content:
            application/json:
              schema:
                type: object
                properties:
                  message:
                    type: string
                  error_code:
                    type: string
                    enum:
                    - INPUT_VALIDATION_ERROR
                    - PDF_IMAGES_ONLY
                  key_metadata:
                    $ref: '#/components/schemas/KeyMetadata'
                  request_id:
                    $ref: '#/components/schemas/RequestId'
                required:
                - request_id
        '401':
          $ref: '#/components/responses/Unauthorized'
        '402':
          description: Insufficient credits (`USAGE_EXCEEDED`); authentication is valid. Retry once funded. Legacy deployments may return 401.
          headers:
            X-Request-Id:
              $ref: '#/components/headers/RequestId'
            X-RateLimit-Limit:
              $ref: '#/components/headers/RateLimitLimit'
            X-RateLimit-Remaining:
              $ref: '#/components/headers/RateLimitRemaining'
            X-RateLimit-Reset:
              $ref: '#/components/headers/RateLimitReset'
            X-RateLimit-Mode:
              $ref: '#/components/headers/RateLimitMode'
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
        '403':
          description: API key permissions or organization settings do not allow this request.
          headers:
            X-Request-Id:
              $ref: '#/components/headers/RequestId'
            X-RateLimit-Limit:
              $ref: '#/components/headers/RateLimitLimit'
            X-RateLimit-Remaining:
              $ref: '#/components/headers/RateLimitRemaining'
            X-RateLimit-Reset:
              $ref: '#/components/headers/RateLimitReset'
            X-RateLimit-Mode:
              $ref: '#/components/headers/RateLimitMode'
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
        '413':
          description: Request body exceeds the 50 MiB upload limit
          headers:
            X-Request-Id:
              $ref: '#/components/headers/RequestId'
            X-RateLimit-Limit:
              $ref: '#/components/headers/RateLimitLimit'
            X-RateLimit-Remaining:
              $ref: '#/components/headers/RateLimitRemaining'
            X-RateLimit-Reset:
              $ref: '#/components/headers/RateLimitReset'
            X-RateLimit-Mode:
              $ref: '#/components/headers/RateLimitMode'
          content:
            application/json:
              schema:
                type: object
                properties:
                  message:
                    type: string
                  error_code:
                    type: string
                    enum:
                    - INPUT_VALIDATION_ERROR
        '415':
          description: Unsupported content type
          headers:
            X-Request-Id:
              $ref: '#/components/headers/RequestId'
            X-RateLimit-Limit:
              $ref: '#/components/headers/RateLimitLimit'
            X-RateLimit-Remaining:
              $ref: '#/components/headers/RateLimitRemaining'
            X-RateLimit-Reset:
              $ref: '#/components/headers/RateLimitReset'
            X-RateLimit-Mode:
              $ref: '#/components/headers/RateLimitMode'
          content:
            application/json:
              schema:
                type: object
                properties:
                  message:
                    type: string
                  error_code:
                    type: string
                    enum:
                    - UNSUPPORTED_CONTENT
                  key_metadata:
                    $ref: '#/components/schemas/KeyMetadata'
                  request_id:
                    $ref: '#/components/schemas/RequestId'
                required:
                - request_id
        '500':
          description: Internal server error
          headers:
            X-Request-Id:
              $ref: '#/components/headers/RequestId'
            X-RateLimit-Limit:
              $ref: '#/components/headers/RateLimitLimit'
            X-RateLimit-Remaining:
              $ref: '#/components/headers/RateLimitRemaining'
            X-RateLimit-Reset:
              $ref: '#/components/headers/RateLimitReset'
            X-RateLimit-Mode:
              $ref: '#/components/headers/RateLimitMode'
          content:
            application/json:
              schema:
                type: object
                properties:
                  message:
                    type: string
                  error_code:
                    type: string
                    enum:
                    - INTERNAL_ERROR
                  key_metadata:
                    $ref: '#/components/schemas/KeyMetadata'
                  request_id:
                    $ref: '#/components/schemas/RequestId'
                required:
                - request_id
        '503':
          description: Document parsing is at capacity. Retry after the delay in Retry-After.
          headers:
            X-Request-Id:
              $ref: '#/components/headers/RequestId'
            X-RateLimit-Limit:
              $ref: '#/components/headers/RateLimitLimit'
            X-RateLimit-Remaining:
              $ref: '#/components/headers/RateLimitRemaining'
            X-RateLimit-Reset:
              $ref: '#/components/headers/RateLimitReset'
            X-RateLimit-Mode:
              $ref: '#/components/headers/RateLimitMode'
            Retry-After:
              description: Seconds to wait before retrying the upload
              schema:
                type: integer
                minimum: 1
          content:
            application/json:
              schema:
                type: object
                properties:
                  message:
                    type: string
                  error_code:
                    type: string
                    enum:
                    - INTERNAL_ERROR
                  key_metadata:
                    $ref: '#/components/schemas/KeyMetadata'
                  request_id:
                    $ref: '#/components/schemas/RequestId'
                required:
                - request_id
      operationId: postParse
      x-operation-id-source: derived
components:
  schemas:
    KeyMetadata:
      type: object
      properties:
        credits_consumed:
          type: integer
          description: Credits charged for this request.
        credits_remaining:
          type: integer
          description: Credits remaining for your organization.
      required:
      - credits_consumed
      - credits_remaining
      description: Credits this request used and your remaining balance.
    BillingErrorData:
      type: object
      properties:
        is_authenticated:
          type: boolean
          enum:
          - true
        credits_remaining:
          type: number
          minimum: 0
        credits_required:
          type: number
          minimum: 0
        is_credits_required_estimated:
          type: boolean
        credits_charged:
          type: number
          minimum: 0
        should_retry:
          type: boolean
          enum:
          - false
        retry_condition:
          type: string
          enum:
          - sufficient_credits
        next_refill_at:
          type: string
          format: date-time
        next_refill_credits:
          type: number
          exclusiveMinimum: 0
        info_url:
          type: string
          enum:
          - https://context.dev/dashboard/subscription
      required:
      - is_authenticated
      - should_retry
      - retry_condition
      - info_url
      description: Credit admission or reservation failure details. credits_required is an admission estimate, not a final charge. should_retry is false for an unchanged request immediately; retry_condition requires sufficient account credits. Unknown balances, costs, and refill details are omitted. next_refill_at is an ISO 8601 UTC timestamp. Existing request_id and key_metadata remain on the error envelope.
    RequestTags:
      type: array
      items:
        type: string
        minLength: 1
        maxLength: 50
      maxItems: 20
      description: Labels for filtering usage in the dashboard.
      example:
      - production
      - team-alpha
    ErrorResponse:
      type: object
      properties:
        message:
          type: string
          description: Human-readable error message.
        error_code:
          type: string
          enum:
          - PROFILE_NOT_FOUND
          - PROFILE_BUSY
          - PROFILE_SESSION_EXPIRED
          - PROFILE_REAUTHENTICATION_REQUIRED
          - PROFILE_INVALID_CREDENTIALS
          - PROFILE_MISSING_CREDENTIALS
          - PROFILE_INTERACTION_REQUIRED
          - PROFILE_AUTHENTICATION_UNKNOWN
          - PROFILE_ORIGIN_BLOCKED
          - PROFILE_INVALID_SESSION
          - PROFILE_SESSION_TOO_LARGE
          - INTERNAL_ERROR
          - VALID
          - NOT_FOUND
          - FORBIDDEN
          - USAGE_EXCEEDED
          - RATE_LIMITED
          - UNAUTHORIZED
          - DISABLED
          - PAID_PLAN_REQUIRED
          - INSUFFICIENT_PERMISSIONS
          - TIMEOUT_EXCEEDS_MAXIMUM
          - TIMEOUT_TOO_SHORT_FOR_WAIT
          - WEBSITE_ACCESS_ERROR
          - WEBSITE_BLOCKED
          - WEBSITE_NOT_FOUND
          - PDF_SKIPPED
          - PDF_IMAGES_ONLY
          - INPUT_VALIDATION_ERROR
          - ZDR_NOT_SUPPORTED
          - ZDR_NOT_ENABLED
          - FREE_EMAIL_DETECTED
          - DISPOSABLE_EMAIL_DETECTED
          - REQUEST_TIMEOUT
          - COLD_DOMAIN_TIMEOUT_TOO_LOW
          - UNSUPPORTED_CONTENT
          - CONTENT_TOO_LARGE
          - MONITOR_PAUSED
          - MONITOR_NO_WEBHOOK
          - COLLECTION_PAUSED
          - MONITOR_LIMIT_EXCEEDED
          - SEARCH_UNAVAILABLE
          - BATCH_LIMIT_EXCEEDED
          - BATCH_NOT_CANCELLABLE
          - BATCH_NOT_COMPLETED
          - IDEMPOTENCY_KEY_CONFLICT
          - DELIVERY_IN_PROGRESS
          - DELIVERY_ALREADY_DELIVERED
          - DELIVERY_EXPIRED
          - DELIVERY_CANCELLED
          description: Machine-readable error code.
        error_data:
          anyOf:
          - $ref: '#/components/schemas/BillingErrorData'
          - $ref: '#/components/schemas/ConcurrencyErrorData'
        required_permission:
          type: string
          enum:
          - logs:read
          - data:execute
          - monitors:read
          - monitors:write
          - batches:read
          - batches:write
          description: Permission required for this request when error_code is INSUFFICIENT_PERMISSIONS. Manage (write) also grants read access to the same resource group.
        key_metadata:
          $ref: '#/components/schemas/KeyMetadata'
        request_id:
          $ref: '#/components/schemas/RequestId'
      required:
      - request_id
    RequestId:
      type: string
      format: uuid
      description: Unique ID of this request, also in `X-Request-Id`. Include it when contacting support.
      example: 3f1c2a6e-8b4d-4c1e-9f0a-2d7b5e6c8a91
    ConcurrencyErrorData:
      type: object
      properties:
        is_authenticated:
          type: boolean
          enum:
          - true
        limit_type:
          type: string
          enum:
          - concurrency
        limit:
          type: number
          minimum: 0
        remaining:
          type: number
          minimum: 0
        retry_after_seconds:
          type: number
          minimum: 0
        credits_remaining:
          type: number
          minimum: 0
        credits_charged:
          type: number
          enum:
          - 0
        should_retry:
          type: boolean
          enum:
          - false
        retry_condition:
          type: string
          enum:
          - available_concurrency
        recovery_options:
          type: array
          items:
            type: string
            enum:
            - wait_for_in_flight_requests
            - increase_concurrency_limit
        info_url:
          type: string
          enum:
          - https://context.dev/dashboard/subscription
      required:
      - is_authenticated
      - limit_type
      - limit
      - remaining
      - retry_after_seconds
      - credits_charged
      - should_retry
      - retry_condition
      - recovery_options
      - info_url
      description: Organization concurrency rejection details. Authentication is valid and no credits were charged. should_retry is false immediately; respect retry_after_seconds and wait for an in-flight request to finish or for the effective concurrency limit to increase. info_url opens subscription settings; no higher allowance is guaranteed for a particular account.
  parameters:
    RequestTags:
      name: tags
      in: query
      required: false
      style: form
      explode: false
      schema:
        $ref: '#/components/schemas/RequestTags'
      description: Comma-separated labels for filtering usage, e.g. `production,team-alpha`.
      example: production,team-alpha
  headers:
    RateLimitLimit:
      description: Maximum request units per minute, or maximum concurrent requests when X-RateLimit-Mode is concurrency.
      schema:
        type: integer
        minimum: 1
    RateLimitReset:
      description: Unix timestamp in seconds when the per-minute rate limit resets. Omitted for concurrency limits.
      schema:
        type: integer
    RateLimitMode:
      description: Set to concurrency when these headers report concurrent requests. When a per-minute limit also applies, its rejections report per-minute headers without this header. New Free accounts have 2 concurrent requests and 10 requests per minute; paid plans have no per-minute limit by default. Existing and custom allowances can differ.
      schema:
        type: string
        enum:
        - concurrency
    RateLimitRemaining:
      description: Request units remaining in the current minute, or concurrent requests still available when X-RateLimit-Mode is concurrency.
      schema:
        type: integer
        minimum: 0
    RequestId:
      description: Unique ID of this request; also `request_id` in JSON bodies.
      schema:
        type: string
        format: uuid
  responses:
    Unauthorized:
      description: Unauthorized
      content:
        application/json:
          schema:
            $ref: '#/components/schemas/ErrorResponse'
      headers:
        X-Request-Id:
          $ref: '#/components/headers/RequestId'
        X-RateLimit-Limit:
          $ref: '#/components/headers/RateLimitLimit'
        X-RateLimit-Remaining:
          $ref: '#/components/headers/RateLimitRemaining'
        X-RateLimit-Reset:
          $ref: '#/components/headers/RateLimitReset'
        X-RateLimit-Mode:
          $ref: '#/components/headers/RateLimitMode'
  securitySchemes:
    bearerAuth:
      type: http
      scheme: bearer
      description: 'Send `Authorization: Bearer <API_KEY>`. Keys have full access unless restricted to scopes.'
x-provenance:
  method: harvested
  publisher: Context.dev
  source: https://docs.context.dev/openapi.json
  note: split by refine-openapis from the provider's own published document, verified by fetch (openapi/_original/*.fetch.json);
    stamped by stamp-openapi-provenance.py (roadmap#793)