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API Reference
Beta
Batch
Job Items

Get Item Processing Results

JobItemGetProcessingResultsResponse beta().batch().jobItems().getProcessingResults(JobItemGetProcessingResultsParamsparams = JobItemGetProcessingResultsParams.none(), RequestOptionsrequestOptions = RequestOptions.none())
GET/api/v1/beta/batch-processing/items/{item_id}/processing-results

Get all processing results for a specific item.

Returns the complete processing history for an item including what operations were performed, parameters used, and where outputs are stored. Optionally filter by job_type.

ParametersExpand Collapse
JobItemGetProcessingResultsParams params
Optional<String> itemId
Optional<JobType> jobType

Filter results by job type

PARSE("parse")
EXTRACT("extract")
CLASSIFY("classify")
Optional<String> organizationId
Optional<String> projectId
ReturnsExpand Collapse
class JobItemGetProcessingResultsResponse:

Response containing all processing results for an item.

String itemId

ID of the source item

String itemName

Name of the source item

Optional<List<ProcessingResult>> processingResults

List of all processing operations performed on this item

String itemId

Source item that was processed

JobConfig jobConfig

Job configuration used for processing

One of the following:
class BatchParseJobRecordCreate:

Batch-specific parse job record for batch processing.

This model contains the metadata and configuration for a batch parse job, but excludes file-specific information. It’s used as input to the batch parent workflow and combined with DirectoryFile data to create full ParseJobRecordCreate instances for each file.

Attributes: job_name: Must be PARSE_RAW_FILE partitions: Partitions for job output location parameters: Generic parse configuration (BatchParseJobConfig) session_id: Upstream request ID for tracking correlation_id: Correlation ID for cross-service tracking parent_job_execution_id: Parent job execution ID if nested user_id: User who created the job project_id: Project this job belongs to webhook_url: Optional webhook URL for job completion notifications

Optional<String> correlationId

The correlation ID for this job. Used for tracking the job across services.

formatuuid
Optional<JobName> jobName
Optional<Parameters> parameters

Generic parse job configuration for batch processing.

This model contains the parsing configuration that applies to all files in a batch, but excludes file-specific fields like file_name, file_id, etc. Those file-specific fields are populated from DirectoryFile data when creating individual ParseJobRecordCreate instances for each file.

The fields in this model should be generic settings that apply uniformly to all files being processed in the batch.

Optional<Boolean> adaptiveLongTable
Optional<Boolean> aggressiveTableExtraction
Optional<Boolean> autoMode
Optional<String> autoModeConfigurationJson
Optional<Boolean> autoModeTriggerOnImageInPage
Optional<String> autoModeTriggerOnRegexpInPage
Optional<Boolean> autoModeTriggerOnTableInPage
Optional<String> autoModeTriggerOnTextInPage
Optional<String> azureOpenAIApiVersion
Optional<String> azureOpenAIDeploymentName
Optional<String> azureOpenAIEndpoint
Optional<String> azureOpenAIKey
Optional<Double> bboxBottom
Optional<Double> bboxLeft
Optional<Double> bboxRight
Optional<Double> bboxTop
Optional<String> boundingBox
Optional<Boolean> compactMarkdownTable
Optional<String> complementalFormattingInstruction
Optional<String> confidenceScores
Optional<String> contentGuidelineInstruction
Optional<Boolean> continuousMode
Optional<CustomMetadata> customMetadata

The custom metadata to attach to the documents.

Optional<Boolean> disableImageExtraction
Optional<Boolean> disableOcr
Optional<Boolean> disableReconstruction
Optional<Boolean> doNotCache
Optional<Boolean> doNotUnrollColumns
Optional<Boolean> enableCostOptimizer
Optional<Boolean> extractCharts
Optional<Boolean> extractLayout
Optional<Boolean> extractPrintedPageNumber
Optional<Boolean> fastMode
Optional<String> formattingInstruction
Optional<String> gpt4oApiKey
Optional<Boolean> gpt4oMode
Optional<Boolean> guessXlsxSheetName
Optional<Boolean> hideFooters
Optional<Boolean> hideHeaders
Optional<Boolean> highResOcr
Optional<Boolean> htmlMakeAllElementsVisible
Optional<Boolean> htmlRemoveFixedElements
Optional<Boolean> htmlRemoveNavigationElements
Optional<String> httpProxy
Optional<Boolean> ignoreDocumentElementsForLayoutDetection
Optional<List<ImagesToSave>> imagesToSave
One of the following:
SCREENSHOT("screenshot")
EMBEDDED("embedded")
LAYOUT("layout")
Optional<Boolean> inlineImagesInMarkdown
Optional<String> inputS3Path
Optional<String> inputS3Region

The region for the input S3 bucket.

Optional<String> inputUrl
Optional<Boolean> internalIsScreenshotJob
Optional<Boolean> invalidateCache
Optional<Boolean> isFormattingInstruction
Optional<Double> jobTimeoutExtraTimePerPageInSeconds
Optional<Double> jobTimeoutInSeconds
Optional<Boolean> keepPageSeparatorWhenMergingTables
Optional<String> lang

The language.

Optional<List<ParsingLanguages>> languages
One of the following:
AF("af")
AZ("az")
BS("bs")
CS("cs")
CY("cy")
DA("da")
DE("de")
EN("en")
ES("es")
ET("et")
FR("fr")
GA("ga")
HR("hr")
HU("hu")
ID("id")
IS("is")
IT("it")
KU("ku")
LA("la")
LT("lt")
LV("lv")
MI("mi")
MS("ms")
MT("mt")
NL("nl")
NO("no")
OC("oc")
PI("pi")
PL("pl")
PT("pt")
RO("ro")
RS_LATIN("rs_latin")
SK("sk")
SL("sl")
SQ("sq")
SV("sv")
SW("sw")
TL("tl")
TR("tr")
UZ("uz")
VI("vi")
AR("ar")
FA("fa")
UG("ug")
UR("ur")
BN("bn")
AS("as")
MNI("mni")
RU("ru")
RS_CYRILLIC("rs_cyrillic")
BE("be")
BG("bg")
UK("uk")
MN("mn")
ABQ("abq")
ADY("ady")
KBD("kbd")
AVA("ava")
DAR("dar")
INH("inh")
CHE("che")
LBE("lbe")
LEZ("lez")
TAB("tab")
TJK("tjk")
HI("hi")
MR("mr")
NE("ne")
BH("bh")
MAI("mai")
ANG("ang")
BHO("bho")
MAH("mah")
SCK("sck")
NEW("new")
GOM("gom")
SA("sa")
BGC("bgc")
TH("th")
CH_SIM("ch_sim")
CH_TRA("ch_tra")
JA("ja")
KO("ko")
TA("ta")
TE("te")
KN("kn")
Optional<Boolean> layoutAware
Optional<Boolean> lineLevelBoundingBox
Optional<String> markdownTableMultilineHeaderSeparator
Optional<Long> maxPages
Optional<Long> maxPagesEnforced
Optional<Boolean> mergeTablesAcrossPagesInMarkdown
Optional<String> model
Optional<Boolean> outlinedTableExtraction
Optional<Boolean> outputPdfOfDocument
Optional<String> outputS3PathPrefix

If specified, llamaParse will save the output to the specified path. All output file will use this ‘prefix’ should be a valid s3:// url

Optional<String> outputS3Region

The region for the output S3 bucket.

Optional<Boolean> outputTablesAsHtml
Optional<String> outputBucket

The output bucket.

Optional<Double> pageErrorTolerance
Optional<String> pageFooterPrefix
Optional<String> pageFooterSuffix
Optional<String> pageHeaderPrefix
Optional<String> pageHeaderSuffix
Optional<String> pagePrefix
Optional<String> pageSeparator
Optional<String> pageSuffix
Optional<ParsingMode> parseMode

Enum for representing the mode of parsing to be used.

One of the following:
PARSE_PAGE_WITHOUT_LLM("parse_page_without_llm")
PARSE_PAGE_WITH_LLM("parse_page_with_llm")
PARSE_PAGE_WITH_LVM("parse_page_with_lvm")
PARSE_PAGE_WITH_AGENT("parse_page_with_agent")
PARSE_PAGE_WITH_LAYOUT_AGENT("parse_page_with_layout_agent")
PARSE_DOCUMENT_WITH_LLM("parse_document_with_llm")
PARSE_DOCUMENT_WITH_LVM("parse_document_with_lvm")
PARSE_DOCUMENT_WITH_AGENT("parse_document_with_agent")
Optional<String> parsingInstruction
Optional<String> pipelineId

The pipeline ID.

Optional<Boolean> preciseBoundingBox
Optional<Boolean> premiumMode
Optional<Boolean> presentationOutOfBoundsContent
Optional<Boolean> presentationSkipEmbeddedData
Optional<Boolean> preserveLayoutAlignmentAcrossPages
Optional<Boolean> preserveVerySmallText
Optional<String> preset
Optional<Priority> priority

The priority for the request. This field may be ignored or overwritten depending on the organization tier.

One of the following:
LOW("low")
MEDIUM("medium")
HIGH("high")
CRITICAL("critical")
Optional<String> projectId
Optional<Boolean> removeHiddenText
Optional<FailPageMode> replaceFailedPageMode

Enum for representing the different available page error handling modes.

One of the following:
RAW_TEXT("raw_text")
BLANK_PAGE("blank_page")
ERROR_MESSAGE("error_message")
Optional<String> replaceFailedPageWithErrorMessagePrefix
Optional<String> replaceFailedPageWithErrorMessageSuffix
Optional<ResourceInfo> resourceInfo

The resource info about the file

Optional<Boolean> saveImages
Optional<Boolean> skipDiagonalText
Optional<Boolean> specializedChartParsingAgentic
Optional<Boolean> specializedChartParsingEfficient
Optional<Boolean> specializedChartParsingPlus
Optional<Boolean> specializedImageParsing
Optional<Boolean> spreadsheetExtractSubTables
Optional<Boolean> spreadsheetForceFormulaComputation
Optional<Boolean> spreadsheetIncludeHiddenSheets
Optional<Boolean> strictModeBuggyFont
Optional<Boolean> strictModeImageExtraction
Optional<Boolean> strictModeImageOcr
Optional<Boolean> strictModeReconstruction
Optional<Boolean> structuredOutput
Optional<String> structuredOutputJsonSchema
Optional<String> structuredOutputJsonSchemaName
Optional<String> systemPrompt
Optional<String> systemPromptAppend
Optional<Boolean> takeScreenshot
Optional<String> targetPages
Optional<String> tier
Optional<Type> type
Optional<Boolean> useVendorMultimodalModel
Optional<String> userPrompt
Optional<String> vendorMultimodalApiKey
Optional<String> vendorMultimodalModelName
Optional<String> version
Optional<List<WebhookConfiguration>> webhookConfigurations

Outbound webhook endpoints to notify on job status changes

Optional<List<WebhookEvent>> webhookEvents

Events to subscribe to (e.g. ‘parse.success’, ‘extract.error’). If null, all events are delivered.

One of the following:
EXTRACT_PENDING("extract.pending")
EXTRACT_SUCCESS("extract.success")
EXTRACT_ERROR("extract.error")
EXTRACT_PARTIAL_SUCCESS("extract.partial_success")
EXTRACT_CANCELLED("extract.cancelled")
PARSE_PENDING("parse.pending")
PARSE_RUNNING("parse.running")
PARSE_SUCCESS("parse.success")
PARSE_ERROR("parse.error")
PARSE_PARTIAL_SUCCESS("parse.partial_success")
PARSE_CANCELLED("parse.cancelled")
CLASSIFY_PENDING("classify.pending")
CLASSIFY_RUNNING("classify.running")
CLASSIFY_SUCCESS("classify.success")
CLASSIFY_ERROR("classify.error")
CLASSIFY_PARTIAL_SUCCESS("classify.partial_success")
CLASSIFY_CANCELLED("classify.cancelled")
SHEETS_PENDING("sheets.pending")
SHEETS_SUCCESS("sheets.success")
SHEETS_ERROR("sheets.error")
SHEETS_PARTIAL_SUCCESS("sheets.partial_success")
SHEETS_CANCELLED("sheets.cancelled")
SPLIT_PENDING("split.pending")
SPLIT_PROCESSING("split.processing")
SPLIT_SUCCESS("split.success")
SPLIT_ERROR("split.error")
SPLIT_CANCELLED("split.cancelled")
UNMAPPED_EVENT("unmapped_event")
Optional<WebhookHeaders> webhookHeaders

Custom HTTP headers sent with each webhook request (e.g. auth tokens)

Optional<String> webhookOutputFormat

Response format sent to the webhook: ‘string’ (default) or ‘json’

Optional<String> webhookSigningSecret

Shared signing secret used to sign webhook deliveries. When set, each request includes an HMAC-SHA256 signature of the request body in the ‘LC-Signature’ header (value ‘sha256=’). Recompute the HMAC over the raw request body with this secret to verify the delivery is authentic.

Optional<String> webhookUrl

URL to receive webhook POST notifications

Optional<String> webhookUrl
Optional<String> parentJobExecutionId

The ID of the parent job execution.

formatuuid
Optional<Partitions> partitions

The partitions for this execution. Used for determining where to save job output.

Optional<String> projectId

The ID of the project this job belongs to.

formatuuid
Optional<String> sessionId

The upstream request ID that created this job. Used for tracking the job across services.

formatuuid
Optional<String> userId

The ID of the user that created this job

Optional<String> webhookUrl

The URL that needs to be called at the end of the parsing job.

class ClassifyJob:

A classify job.

String id

Unique identifier

formatuuid
String projectId

The ID of the project

formatuuid
List<ClassifierRule> rules

The rules to classify the files

String description

Natural language description of what to classify. Be specific about the content characteristics that identify this document type.

maxLength2000
minLength10
String type

The document type to assign when this rule matches (e.g., ‘invoice’, ‘receipt’, ‘contract’)

maxLength50
minLength1
StatusEnum status

The status of the classify job

One of the following:
PENDING("PENDING")
SUCCESS("SUCCESS")
ERROR("ERROR")
PARTIAL_SUCCESS("PARTIAL_SUCCESS")
CANCELLED("CANCELLED")
String userId

The ID of the user

Optional<LocalDateTime> createdAt

Creation datetime

formatdate-time
Optional<LocalDateTime> effectiveAt
Optional<String> errorMessage

Error message for the latest job attempt, if any.

Optional<String> jobRecordId

The job record ID associated with this status, if any.

Optional<Mode> mode

The classification mode to use

One of the following:
FAST("FAST")
MULTIMODAL("MULTIMODAL")
Optional<ClassifyParsingConfiguration> parsingConfiguration

The configuration for the parsing job

Optional<ParsingLanguages> lang

The language to parse the files in

One of the following:
AF("af")
AZ("az")
BS("bs")
CS("cs")
CY("cy")
DA("da")
DE("de")
EN("en")
ES("es")
ET("et")
FR("fr")
GA("ga")
HR("hr")
HU("hu")
ID("id")
IS("is")
IT("it")
KU("ku")
LA("la")
LT("lt")
LV("lv")
MI("mi")
MS("ms")
MT("mt")
NL("nl")
NO("no")
OC("oc")
PI("pi")
PL("pl")
PT("pt")
RO("ro")
RS_LATIN("rs_latin")
SK("sk")
SL("sl")
SQ("sq")
SV("sv")
SW("sw")
TL("tl")
TR("tr")
UZ("uz")
VI("vi")
AR("ar")
FA("fa")
UG("ug")
UR("ur")
BN("bn")
AS("as")
MNI("mni")
RU("ru")
RS_CYRILLIC("rs_cyrillic")
BE("be")
BG("bg")
UK("uk")
MN("mn")
ABQ("abq")
ADY("ady")
KBD("kbd")
AVA("ava")
DAR("dar")
INH("inh")
CHE("che")
LBE("lbe")
LEZ("lez")
TAB("tab")
TJK("tjk")
HI("hi")
MR("mr")
NE("ne")
BH("bh")
MAI("mai")
ANG("ang")
BHO("bho")
MAH("mah")
SCK("sck")
NEW("new")
GOM("gom")
SA("sa")
BGC("bgc")
TH("th")
CH_SIM("ch_sim")
CH_TRA("ch_tra")
JA("ja")
KO("ko")
TA("ta")
TE("te")
KN("kn")
Optional<Long> maxPages

The maximum number of pages to parse

Optional<List<Long>> targetPages

The pages to target for parsing (0-indexed, so first page is at 0)

Optional<LocalDateTime> updatedAt

Update datetime

formatdate-time
JobType jobType

Type of processing performed

One of the following:
PARSE("parse")
EXTRACT("extract")
CLASSIFY("classify")
String outputS3Path

Location of the processing output

String parametersHash

Content hash of the job configuration for dedup

LocalDateTime processedAt

When this processing occurred

formatdate-time
String resultId

Unique identifier for this result

Optional<JsonValue> outputMetadata

Metadata about processing output.

Currently empty - will be populated with job-type-specific metadata fields in the future.

Get Item Processing Results

package com.llamacloud_prod.api.example;

import com.llamacloud_prod.api.client.LlamaCloudClient;
import com.llamacloud_prod.api.client.okhttp.LlamaCloudOkHttpClient;
import com.llamacloud_prod.api.models.beta.batch.jobitems.JobItemGetProcessingResultsParams;
import com.llamacloud_prod.api.models.beta.batch.jobitems.JobItemGetProcessingResultsResponse;

public final class Main {
    private Main() {}

    public static void main(String[] args) {
        LlamaCloudClient client = LlamaCloudOkHttpClient.fromEnv();

        JobItemGetProcessingResultsResponse response = client.beta().batch().jobItems().getProcessingResults("item_id");
    }
}
{
  "item_id": "item_id",
  "item_name": "item_name",
  "processing_results": [
    {
      "item_id": "item_id",
      "job_config": {
        "correlation_id": "182bd5e5-6e1a-4fe4-a799-aa6d9a6ab26e",
        "job_name": "parse_raw_file_job",
        "parameters": {
          "adaptive_long_table": true,
          "aggressive_table_extraction": true,
          "annotate_links": true,
          "auto_mode": true,
          "auto_mode_configuration_json": "auto_mode_configuration_json",
          "auto_mode_trigger_on_image_in_page": true,
          "auto_mode_trigger_on_regexp_in_page": "auto_mode_trigger_on_regexp_in_page",
          "auto_mode_trigger_on_table_in_page": true,
          "auto_mode_trigger_on_text_in_page": "auto_mode_trigger_on_text_in_page",
          "azure_openai_api_version": "azure_openai_api_version",
          "azure_openai_deployment_name": "azure_openai_deployment_name",
          "azure_openai_endpoint": "azure_openai_endpoint",
          "azure_openai_key": "azure_openai_key",
          "bbox_bottom": 0,
          "bbox_left": 0,
          "bbox_right": 0,
          "bbox_top": 0,
          "bounding_box": "bounding_box",
          "compact_markdown_table": true,
          "complemental_formatting_instruction": "complemental_formatting_instruction",
          "confidence_scores": "confidence_scores",
          "content_guideline_instruction": "content_guideline_instruction",
          "continuous_mode": true,
          "custom_metadata": {
            "foo": "bar"
          },
          "disable_image_extraction": true,
          "disable_ocr": true,
          "disable_reconstruction": true,
          "do_not_cache": true,
          "do_not_unroll_columns": true,
          "enable_cost_optimizer": true,
          "extract_charts": true,
          "extract_layout": true,
          "extract_printed_page_number": true,
          "fast_mode": true,
          "formatting_instruction": "formatting_instruction",
          "gpt4o_api_key": "gpt4o_api_key",
          "gpt4o_mode": true,
          "guess_xlsx_sheet_name": true,
          "hide_footers": true,
          "hide_headers": true,
          "high_res_ocr": true,
          "html_make_all_elements_visible": true,
          "html_remove_fixed_elements": true,
          "html_remove_navigation_elements": true,
          "http_proxy": "http_proxy",
          "ignore_document_elements_for_layout_detection": true,
          "images_to_save": [
            "screenshot"
          ],
          "inline_images_in_markdown": true,
          "input_s3_path": "input_s3_path",
          "input_s3_region": "input_s3_region",
          "input_url": "input_url",
          "internal_is_screenshot_job": true,
          "invalidate_cache": true,
          "is_formatting_instruction": true,
          "job_timeout_extra_time_per_page_in_seconds": 0,
          "job_timeout_in_seconds": 0,
          "keep_page_separator_when_merging_tables": true,
          "lang": "lang",
          "languages": [
            "af"
          ],
          "layout_aware": true,
          "line_level_bounding_box": true,
          "markdown_table_multiline_header_separator": "markdown_table_multiline_header_separator",
          "max_pages": 0,
          "max_pages_enforced": 0,
          "merge_tables_across_pages_in_markdown": true,
          "model": "model",
          "outlined_table_extraction": true,
          "output_pdf_of_document": true,
          "output_s3_path_prefix": "output_s3_path_prefix",
          "output_s3_region": "output_s3_region",
          "output_tables_as_HTML": true,
          "outputBucket": "outputBucket",
          "page_error_tolerance": 0,
          "page_footer_prefix": "page_footer_prefix",
          "page_footer_suffix": "page_footer_suffix",
          "page_header_prefix": "page_header_prefix",
          "page_header_suffix": "page_header_suffix",
          "page_prefix": "page_prefix",
          "page_separator": "page_separator",
          "page_suffix": "page_suffix",
          "parse_mode": "parse_page_without_llm",
          "parsing_instruction": "parsing_instruction",
          "pipeline_id": "pipeline_id",
          "precise_bounding_box": true,
          "premium_mode": true,
          "presentation_out_of_bounds_content": true,
          "presentation_skip_embedded_data": true,
          "preserve_layout_alignment_across_pages": true,
          "preserve_very_small_text": true,
          "preset": "preset",
          "priority": "low",
          "project_id": "project_id",
          "remove_hidden_text": true,
          "replace_failed_page_mode": "raw_text",
          "replace_failed_page_with_error_message_prefix": "replace_failed_page_with_error_message_prefix",
          "replace_failed_page_with_error_message_suffix": "replace_failed_page_with_error_message_suffix",
          "resource_info": {
            "foo": "bar"
          },
          "save_images": true,
          "skip_diagonal_text": true,
          "specialized_chart_parsing_agentic": true,
          "specialized_chart_parsing_efficient": true,
          "specialized_chart_parsing_plus": true,
          "specialized_image_parsing": true,
          "spreadsheet_extract_sub_tables": true,
          "spreadsheet_force_formula_computation": true,
          "spreadsheet_include_hidden_sheets": true,
          "strict_mode_buggy_font": true,
          "strict_mode_image_extraction": true,
          "strict_mode_image_ocr": true,
          "strict_mode_reconstruction": true,
          "structured_output": true,
          "structured_output_json_schema": "structured_output_json_schema",
          "structured_output_json_schema_name": "structured_output_json_schema_name",
          "system_prompt": "system_prompt",
          "system_prompt_append": "system_prompt_append",
          "take_screenshot": true,
          "target_pages": "target_pages",
          "tier": "tier",
          "type": "parse",
          "use_vendor_multimodal_model": true,
          "user_prompt": "user_prompt",
          "vendor_multimodal_api_key": "vendor_multimodal_api_key",
          "vendor_multimodal_model_name": "vendor_multimodal_model_name",
          "version": "version",
          "webhook_configurations": [
            {
              "webhook_events": [
                "parse.success",
                "parse.error"
              ],
              "webhook_headers": {
                "Authorization": "Bearer sk-..."
              },
              "webhook_output_format": "json",
              "webhook_signing_secret": "whsec_...",
              "webhook_url": "https://example.com/webhooks/llamacloud"
            }
          ],
          "webhook_url": "webhook_url"
        },
        "parent_job_execution_id": "182bd5e5-6e1a-4fe4-a799-aa6d9a6ab26e",
        "partitions": {
          "foo": "182bd5e5-6e1a-4fe4-a799-aa6d9a6ab26e"
        },
        "project_id": "182bd5e5-6e1a-4fe4-a799-aa6d9a6ab26e",
        "session_id": "182bd5e5-6e1a-4fe4-a799-aa6d9a6ab26e",
        "user_id": "user_id",
        "webhook_url": "webhook_url"
      },
      "job_type": "parse",
      "output_s3_path": "output_s3_path",
      "parameters_hash": "parameters_hash",
      "processed_at": "2019-12-27T18:11:19.117Z",
      "result_id": "result_id",
      "output_metadata": {}
    }
  ]
}
Returns Examples
{
  "item_id": "item_id",
  "item_name": "item_name",
  "processing_results": [
    {
      "item_id": "item_id",
      "job_config": {
        "correlation_id": "182bd5e5-6e1a-4fe4-a799-aa6d9a6ab26e",
        "job_name": "parse_raw_file_job",
        "parameters": {
          "adaptive_long_table": true,
          "aggressive_table_extraction": true,
          "annotate_links": true,
          "auto_mode": true,
          "auto_mode_configuration_json": "auto_mode_configuration_json",
          "auto_mode_trigger_on_image_in_page": true,
          "auto_mode_trigger_on_regexp_in_page": "auto_mode_trigger_on_regexp_in_page",
          "auto_mode_trigger_on_table_in_page": true,
          "auto_mode_trigger_on_text_in_page": "auto_mode_trigger_on_text_in_page",
          "azure_openai_api_version": "azure_openai_api_version",
          "azure_openai_deployment_name": "azure_openai_deployment_name",
          "azure_openai_endpoint": "azure_openai_endpoint",
          "azure_openai_key": "azure_openai_key",
          "bbox_bottom": 0,
          "bbox_left": 0,
          "bbox_right": 0,
          "bbox_top": 0,
          "bounding_box": "bounding_box",
          "compact_markdown_table": true,
          "complemental_formatting_instruction": "complemental_formatting_instruction",
          "confidence_scores": "confidence_scores",
          "content_guideline_instruction": "content_guideline_instruction",
          "continuous_mode": true,
          "custom_metadata": {
            "foo": "bar"
          },
          "disable_image_extraction": true,
          "disable_ocr": true,
          "disable_reconstruction": true,
          "do_not_cache": true,
          "do_not_unroll_columns": true,
          "enable_cost_optimizer": true,
          "extract_charts": true,
          "extract_layout": true,
          "extract_printed_page_number": true,
          "fast_mode": true,
          "formatting_instruction": "formatting_instruction",
          "gpt4o_api_key": "gpt4o_api_key",
          "gpt4o_mode": true,
          "guess_xlsx_sheet_name": true,
          "hide_footers": true,
          "hide_headers": true,
          "high_res_ocr": true,
          "html_make_all_elements_visible": true,
          "html_remove_fixed_elements": true,
          "html_remove_navigation_elements": true,
          "http_proxy": "http_proxy",
          "ignore_document_elements_for_layout_detection": true,
          "images_to_save": [
            "screenshot"
          ],
          "inline_images_in_markdown": true,
          "input_s3_path": "input_s3_path",
          "input_s3_region": "input_s3_region",
          "input_url": "input_url",
          "internal_is_screenshot_job": true,
          "invalidate_cache": true,
          "is_formatting_instruction": true,
          "job_timeout_extra_time_per_page_in_seconds": 0,
          "job_timeout_in_seconds": 0,
          "keep_page_separator_when_merging_tables": true,
          "lang": "lang",
          "languages": [
            "af"
          ],
          "layout_aware": true,
          "line_level_bounding_box": true,
          "markdown_table_multiline_header_separator": "markdown_table_multiline_header_separator",
          "max_pages": 0,
          "max_pages_enforced": 0,
          "merge_tables_across_pages_in_markdown": true,
          "model": "model",
          "outlined_table_extraction": true,
          "output_pdf_of_document": true,
          "output_s3_path_prefix": "output_s3_path_prefix",
          "output_s3_region": "output_s3_region",
          "output_tables_as_HTML": true,
          "outputBucket": "outputBucket",
          "page_error_tolerance": 0,
          "page_footer_prefix": "page_footer_prefix",
          "page_footer_suffix": "page_footer_suffix",
          "page_header_prefix": "page_header_prefix",
          "page_header_suffix": "page_header_suffix",
          "page_prefix": "page_prefix",
          "page_separator": "page_separator",
          "page_suffix": "page_suffix",
          "parse_mode": "parse_page_without_llm",
          "parsing_instruction": "parsing_instruction",
          "pipeline_id": "pipeline_id",
          "precise_bounding_box": true,
          "premium_mode": true,
          "presentation_out_of_bounds_content": true,
          "presentation_skip_embedded_data": true,
          "preserve_layout_alignment_across_pages": true,
          "preserve_very_small_text": true,
          "preset": "preset",
          "priority": "low",
          "project_id": "project_id",
          "remove_hidden_text": true,
          "replace_failed_page_mode": "raw_text",
          "replace_failed_page_with_error_message_prefix": "replace_failed_page_with_error_message_prefix",
          "replace_failed_page_with_error_message_suffix": "replace_failed_page_with_error_message_suffix",
          "resource_info": {
            "foo": "bar"
          },
          "save_images": true,
          "skip_diagonal_text": true,
          "specialized_chart_parsing_agentic": true,
          "specialized_chart_parsing_efficient": true,
          "specialized_chart_parsing_plus": true,
          "specialized_image_parsing": true,
          "spreadsheet_extract_sub_tables": true,
          "spreadsheet_force_formula_computation": true,
          "spreadsheet_include_hidden_sheets": true,
          "strict_mode_buggy_font": true,
          "strict_mode_image_extraction": true,
          "strict_mode_image_ocr": true,
          "strict_mode_reconstruction": true,
          "structured_output": true,
          "structured_output_json_schema": "structured_output_json_schema",
          "structured_output_json_schema_name": "structured_output_json_schema_name",
          "system_prompt": "system_prompt",
          "system_prompt_append": "system_prompt_append",
          "take_screenshot": true,
          "target_pages": "target_pages",
          "tier": "tier",
          "type": "parse",
          "use_vendor_multimodal_model": true,
          "user_prompt": "user_prompt",
          "vendor_multimodal_api_key": "vendor_multimodal_api_key",
          "vendor_multimodal_model_name": "vendor_multimodal_model_name",
          "version": "version",
          "webhook_configurations": [
            {
              "webhook_events": [
                "parse.success",
                "parse.error"
              ],
              "webhook_headers": {
                "Authorization": "Bearer sk-..."
              },
              "webhook_output_format": "json",
              "webhook_signing_secret": "whsec_...",
              "webhook_url": "https://example.com/webhooks/llamacloud"
            }
          ],
          "webhook_url": "webhook_url"
        },
        "parent_job_execution_id": "182bd5e5-6e1a-4fe4-a799-aa6d9a6ab26e",
        "partitions": {
          "foo": "182bd5e5-6e1a-4fe4-a799-aa6d9a6ab26e"
        },
        "project_id": "182bd5e5-6e1a-4fe4-a799-aa6d9a6ab26e",
        "session_id": "182bd5e5-6e1a-4fe4-a799-aa6d9a6ab26e",
        "user_id": "user_id",
        "webhook_url": "webhook_url"
      },
      "job_type": "parse",
      "output_s3_path": "output_s3_path",
      "parameters_hash": "parameters_hash",
      "processed_at": "2019-12-27T18:11:19.117Z",
      "result_id": "result_id",
      "output_metadata": {}
    }
  ]
}
Note for AI agents: this documentation is built for programmatic access. - Overview of all docs: https://developers.llamaindex.ai/llms.txt - Any page is available as raw Markdown by appending index.md to its URL — e.g. https://developers.llamaindex.ai/llamaparse/parse/getting_started/index.md - Agent-friendly REST search APIs live under https://developers.llamaindex.ai/api/ — search (BM25 full-text), grep (regex), read (fetch a page), and list (browse the doc tree). See https://developers.llamaindex.ai/llms.txt for parameters. - A hosted documentation MCP server is available at https://developers.llamaindex.ai/mcp. If you support MCP, you can ask the user to install it for browsing these docs directly (an alternative to the REST API). Setup: https://developers.llamaindex.ai/python/shared/mcp/