Create Classify Job

client.classify.create(, ?): ClassifyCreateResponse { id, configuration, document_input_type, 11 more }

POST/api/v2/classify

Create a classify job.

Classifies a document against a set of rules. Provide either file_id or parse_job_id as the document input, and either inline configuration with rules or a configuration_id referencing a saved preset.

Each rule has a type (the label to assign) and a description (natural language criteria). The classifier returns the best matching rule with a confidence score.

The job runs asynchronously. Poll GET /classify/{job_id} to check status and retrieve results.

ParametersExpand Collapse

params: ClassifyCreateParams { organization_id, project_id, configuration, 4 more }

organization_id?: string | null

Query param

formatuuid

project_id?: string | null

Query param

formatuuid

configuration?: ClassifyConfiguration { rules, mode, parsing_configuration } | null

Body param: Configuration for a classify job.

rules: Array<Rule>

Classify rules to evaluate against the document (at least one required)

description: string

Natural language criteria for matching this rule

maxLength500

minLength10

type: string

Document type to assign when rule matches

maxLength50

minLength1

mode?: "FAST"

Classify execution mode

parsing_configuration?: ParsingConfiguration | null

Parsing configuration for classify jobs.

lang?: string

ISO 639-1 language code for the document

max_pages?: number | null

Maximum number of pages to process. Omit for no limit.

minimum1

target_pages?: string | null

Comma-separated page numbers or ranges to process (1-based). Omit to process all pages.

configuration_id?: string | null

Body param: Product configuration ID for reusable presets

file_id?: string | null

Body param: File ID to classify

parse_job_id?: string | null

Body param: Parse job ID to classify

transaction_id?: string | null

Body param: Idempotency key scoped to the project

ReturnsExpand Collapse

ClassifyCreateResponse { id, configuration, document_input_type, 11 more }

Response for a classify job.

id: string

Unique identifier

configuration: ClassifyConfiguration { rules, mode, parsing_configuration }

Classify configuration used for this job

rules: Array<Rule>

Classify rules to evaluate against the document (at least one required)

description: string

Natural language criteria for matching this rule

maxLength500

minLength10

type: string

Document type to assign when rule matches

maxLength50

minLength1

mode?: "FAST"

Classify execution mode

parsing_configuration?: ParsingConfiguration | null

Parsing configuration for classify jobs.

lang?: string

ISO 639-1 language code for the document

max_pages?: number | null

Maximum number of pages to process. Omit for no limit.

minimum1

target_pages?: string | null

Comma-separated page numbers or ranges to process (1-based). Omit to process all pages.

document_input_type: "url" | "file_id" | "parse_job_id"

Whether the input was a file or parse job (FILE or PARSE_JOB)

Accepts one of the following:

"url"

"file_id"

"parse_job_id"

document_input_value: string

ID of the input file or parse job

project_id: string

Project this job belongs to

status: "PENDING" | "RUNNING" | "COMPLETED" | "FAILED"

Current job status: PENDING, RUNNING, COMPLETED, or FAILED

Accepts one of the following:

"PENDING"

"RUNNING"

"COMPLETED"

"FAILED"

user_id: string

User who created this job

configuration_id?: string | null

Product configuration ID

created_at?: string | null

Creation datetime

formatdate-time

error_message?: string | null

Error message if job failed

parse_job_id?: string | null

Associated parse job ID

result?: ClassifyResult { confidence, reasoning, type } | null

Result of classifying a document.

confidence: number

Confidence score between 0.0 and 1.0

maximum1

minimum0

reasoning: string

Why the document matched (or didn't match) the returned rule

type: string | null

Matched rule type, or null if no rule matched

transaction_id?: string | null

Idempotency key

updated_at?: string | null

Update datetime

formatdate-time

Create Classify Job

import LlamaCloud from '@llamaindex/llama-cloud';

const client = new LlamaCloud({
  apiKey: process.env['LLAMA_CLOUD_API_KEY'], // This is the default and can be omitted
});

const classify = await client.classify.create();

console.log(classify.id);

{
  "id": "id",
  "configuration": {
    "rules": [
      {
        "description": "contains invoice number, line items, and total amount",
        "type": "invoice"
      }
    ],
    "mode": "FAST",
    "parsing_configuration": {
      "lang": "en",
      "max_pages": 10,
      "target_pages": "1,3,5-7"
    }
  },
  "document_input_type": "url",
  "document_input_value": "document_input_value",
  "project_id": "project_id",
  "status": "PENDING",
  "user_id": "user_id",
  "configuration_id": "configuration_id",
  "created_at": "2019-12-27T18:11:19.117Z",
  "error_message": "error_message",
  "parse_job_id": "parse_job_id",
  "result": {
    "confidence": 0,
    "reasoning": "reasoning",
    "type": "type"
  },
  "transaction_id": "transaction_id",
  "updated_at": "2019-12-27T18:11:19.117Z"
}

Returns Examples

{
  "id": "id",
  "configuration": {
    "rules": [
      {
        "description": "contains invoice number, line items, and total amount",
        "type": "invoice"
      }
    ],
    "mode": "FAST",
    "parsing_configuration": {
      "lang": "en",
      "max_pages": 10,
      "target_pages": "1,3,5-7"
    }
  },
  "document_input_type": "url",
  "document_input_value": "document_input_value",
  "project_id": "project_id",
  "status": "PENDING",
  "user_id": "user_id",
  "configuration_id": "configuration_id",
  "created_at": "2019-12-27T18:11:19.117Z",
  "error_message": "error_message",
  "parse_job_id": "parse_job_id",
  "result": {
    "confidence": 0,
    "reasoning": "reasoning",
    "type": "type"
  },
  "transaction_id": "transaction_id",
  "updated_at": "2019-12-27T18:11:19.117Z"
}