# Classifier # Jobs ## Create Classify Job `client.Classifier.Jobs.New(ctx, params) (*ClassifyJob, error)` **post** `/api/v1/classifier/jobs` Create a classify job. Experimental: This endpoint is not yet ready for production use and is subject to change at any time. ### Parameters - `params ClassifierJobNewParams` - `FileIDs param.Field[[]string]` Body param: The IDs of the files to classify - `Rules param.Field[[]ClassifierRule]` Body param: The rules to classify the files - `Description string` Natural language description of what to classify. Be specific about the content characteristics that identify this document type. - `Type string` The document type to assign when this rule matches (e.g., 'invoice', 'receipt', 'contract') - `OrganizationID param.Field[string]` Query param - `ProjectID param.Field[string]` Query param - `Mode param.Field[ClassifierJobNewParamsMode]` Body param: The classification mode to use - `const ClassifierJobNewParamsModeFast ClassifierJobNewParamsMode = "FAST"` - `const ClassifierJobNewParamsModeMultimodal ClassifierJobNewParamsMode = "MULTIMODAL"` - `ParsingConfiguration param.Field[ClassifyParsingConfiguration]` Body param: The configuration for the parsing job - `WebhookConfigurations param.Field[[]ClassifierJobNewParamsWebhookConfiguration]` Body param: List of webhook configurations for notifications - `WebhookEvents []string` Events that trigger this webhook. Options: 'parse.success' (job completed), 'parse.failure' (job failed), 'parse.partial' (some pages failed). If not specified, webhook fires for all events - `WebhookHeaders map[string, any]` Custom HTTP headers to include in webhook requests. Use for authentication tokens or custom routing. Example: {'Authorization': 'Bearer xyz'} - `WebhookURL string` HTTPS URL to receive webhook POST requests. Must be publicly accessible ### Returns - `type ClassifyJob struct{…}` A classify job. - `ID string` Unique identifier - `ProjectID string` The ID of the project - `Rules []ClassifierRule` The rules to classify the files - `Description string` Natural language description of what to classify. Be specific about the content characteristics that identify this document type. - `Type string` The document type to assign when this rule matches (e.g., 'invoice', 'receipt', 'contract') - `Status StatusEnum` The status of the classify job - `const StatusEnumPending StatusEnum = "PENDING"` - `const StatusEnumSuccess StatusEnum = "SUCCESS"` - `const StatusEnumError StatusEnum = "ERROR"` - `const StatusEnumPartialSuccess StatusEnum = "PARTIAL_SUCCESS"` - `const StatusEnumCancelled StatusEnum = "CANCELLED"` - `UserID string` The ID of the user - `CreatedAt Time` Creation datetime - `EffectiveAt Time` - `ErrorMessage string` Error message for the latest job attempt, if any. - `JobRecordID string` The job record ID associated with this status, if any. - `Mode ClassifyJobMode` The classification mode to use - `const ClassifyJobModeFast ClassifyJobMode = "FAST"` - `const ClassifyJobModeMultimodal ClassifyJobMode = "MULTIMODAL"` - `ParsingConfiguration ClassifyParsingConfiguration` The configuration for the parsing job - `Lang ParsingLanguages` The language to parse the files in - `const ParsingLanguagesAf ParsingLanguages = "af"` - `const ParsingLanguagesAz ParsingLanguages = "az"` - `const ParsingLanguagesBs ParsingLanguages = "bs"` - `const ParsingLanguagesCs ParsingLanguages = "cs"` - `const ParsingLanguagesCy ParsingLanguages = "cy"` - `const ParsingLanguagesDa ParsingLanguages = "da"` - `const ParsingLanguagesDe ParsingLanguages = "de"` - `const ParsingLanguagesEn ParsingLanguages = "en"` - `const ParsingLanguagesEs ParsingLanguages = "es"` - `const ParsingLanguagesEt ParsingLanguages = "et"` - `const ParsingLanguagesFr ParsingLanguages = "fr"` - `const ParsingLanguagesGa ParsingLanguages = "ga"` - `const ParsingLanguagesHr ParsingLanguages = "hr"` - `const ParsingLanguagesHu ParsingLanguages = "hu"` - `const ParsingLanguagesID ParsingLanguages = "id"` - `const ParsingLanguagesIs ParsingLanguages = "is"` - `const ParsingLanguagesIt ParsingLanguages = "it"` - `const ParsingLanguagesKu ParsingLanguages = "ku"` - `const ParsingLanguagesLa ParsingLanguages = "la"` - `const ParsingLanguagesLt ParsingLanguages = "lt"` - `const ParsingLanguagesLv ParsingLanguages = "lv"` - `const ParsingLanguagesMi ParsingLanguages = "mi"` - `const ParsingLanguagesMs ParsingLanguages = "ms"` - `const ParsingLanguagesMt ParsingLanguages = "mt"` - `const ParsingLanguagesNl ParsingLanguages = "nl"` - `const ParsingLanguagesNo ParsingLanguages = "no"` - `const ParsingLanguagesOc ParsingLanguages = "oc"` - `const ParsingLanguagesPi ParsingLanguages = "pi"` - `const ParsingLanguagesPl ParsingLanguages = "pl"` - `const ParsingLanguagesPt ParsingLanguages = "pt"` - `const ParsingLanguagesRo ParsingLanguages = "ro"` - `const ParsingLanguagesRsLatin ParsingLanguages = "rs_latin"` - `const ParsingLanguagesSk ParsingLanguages = "sk"` - `const ParsingLanguagesSl ParsingLanguages = "sl"` - `const ParsingLanguagesSq ParsingLanguages = "sq"` - `const ParsingLanguagesSv ParsingLanguages = "sv"` - `const ParsingLanguagesSw ParsingLanguages = "sw"` - `const ParsingLanguagesTl ParsingLanguages = "tl"` - `const ParsingLanguagesTr ParsingLanguages = "tr"` - `const ParsingLanguagesUz ParsingLanguages = "uz"` - `const ParsingLanguagesVi ParsingLanguages = "vi"` - `const ParsingLanguagesAr ParsingLanguages = "ar"` - `const ParsingLanguagesFa ParsingLanguages = "fa"` - `const ParsingLanguagesUg ParsingLanguages = "ug"` - `const ParsingLanguagesUr ParsingLanguages = "ur"` - `const ParsingLanguagesBn ParsingLanguages = "bn"` - `const ParsingLanguagesAs ParsingLanguages = "as"` - `const ParsingLanguagesMni ParsingLanguages = "mni"` - `const ParsingLanguagesRu ParsingLanguages = "ru"` - `const ParsingLanguagesRsCyrillic ParsingLanguages = "rs_cyrillic"` - `const ParsingLanguagesBe ParsingLanguages = "be"` - `const ParsingLanguagesBg ParsingLanguages = "bg"` - `const ParsingLanguagesUk ParsingLanguages = "uk"` - `const ParsingLanguagesMn ParsingLanguages = "mn"` - `const ParsingLanguagesAbq ParsingLanguages = "abq"` - `const ParsingLanguagesAdy ParsingLanguages = "ady"` - `const ParsingLanguagesKbd ParsingLanguages = "kbd"` - `const ParsingLanguagesAva ParsingLanguages = "ava"` - `const ParsingLanguagesDar ParsingLanguages = "dar"` - `const ParsingLanguagesInh ParsingLanguages = "inh"` - `const ParsingLanguagesChe ParsingLanguages = "che"` - `const ParsingLanguagesLbe ParsingLanguages = "lbe"` - `const ParsingLanguagesLez ParsingLanguages = "lez"` - `const ParsingLanguagesTab ParsingLanguages = "tab"` - `const ParsingLanguagesTjk ParsingLanguages = "tjk"` - `const ParsingLanguagesHi ParsingLanguages = "hi"` - `const ParsingLanguagesMr ParsingLanguages = "mr"` - `const ParsingLanguagesNe ParsingLanguages = "ne"` - `const ParsingLanguagesBh ParsingLanguages = "bh"` - `const ParsingLanguagesMai ParsingLanguages = "mai"` - `const ParsingLanguagesAng ParsingLanguages = "ang"` - `const ParsingLanguagesBho ParsingLanguages = "bho"` - `const ParsingLanguagesMah ParsingLanguages = "mah"` - `const ParsingLanguagesSck ParsingLanguages = "sck"` - `const ParsingLanguagesNew ParsingLanguages = "new"` - `const ParsingLanguagesGom ParsingLanguages = "gom"` - `const ParsingLanguagesSa ParsingLanguages = "sa"` - `const ParsingLanguagesBgc ParsingLanguages = "bgc"` - `const ParsingLanguagesTh ParsingLanguages = "th"` - `const ParsingLanguagesChSim ParsingLanguages = "ch_sim"` - `const ParsingLanguagesChTra ParsingLanguages = "ch_tra"` - `const ParsingLanguagesJa ParsingLanguages = "ja"` - `const ParsingLanguagesKo ParsingLanguages = "ko"` - `const ParsingLanguagesTa ParsingLanguages = "ta"` - `const ParsingLanguagesTe ParsingLanguages = "te"` - `const ParsingLanguagesKn ParsingLanguages = "kn"` - `MaxPages int64` The maximum number of pages to parse - `TargetPages []int64` The pages to target for parsing (0-indexed, so first page is at 0) - `UpdatedAt Time` Update datetime ### Example ```go package main import ( "context" "fmt" "github.com/stainless-sdks/llamacloud-prod-go" "github.com/stainless-sdks/llamacloud-prod-go/option" ) func main() { client := llamacloudprod.NewClient( option.WithAPIKey("My API Key"), ) classifyJob, err := client.Classifier.Jobs.New(context.TODO(), llamacloudprod.ClassifierJobNewParams{ FileIDs: []string{"182bd5e5-6e1a-4fe4-a799-aa6d9a6ab26e"}, Rules: []llamacloudprod.ClassifierRuleParam{llamacloudprod.ClassifierRuleParam{ Description: "contains invoice number, line items, and total amount", Type: "invoice", }}, }) if err != nil { panic(err.Error()) } fmt.Printf("%+v\n", classifyJob.ID) } ``` #### Response ```json { "id": "182bd5e5-6e1a-4fe4-a799-aa6d9a6ab26e", "project_id": "182bd5e5-6e1a-4fe4-a799-aa6d9a6ab26e", "rules": [ { "description": "contains invoice number, line items, and total amount", "type": "invoice" } ], "status": "PENDING", "user_id": "user_id", "created_at": "2019-12-27T18:11:19.117Z", "effective_at": "2019-12-27T18:11:19.117Z", "error_message": "error_message", "job_record_id": "job_record_id", "mode": "FAST", "parsing_configuration": { "lang": "af", "max_pages": 0, "target_pages": [ 0 ] }, "updated_at": "2019-12-27T18:11:19.117Z" } ``` ## List Classify Jobs `client.Classifier.Jobs.List(ctx, query) (*PaginatedCursor[ClassifyJob], error)` **get** `/api/v1/classifier/jobs` List classify jobs. Experimental: This endpoint is not yet ready for production use and is subject to change at any time. ### Parameters - `query ClassifierJobListParams` - `OrganizationID param.Field[string]` - `PageSize param.Field[int64]` - `PageToken param.Field[string]` - `ProjectID param.Field[string]` ### Returns - `type ClassifyJob struct{…}` A classify job. - `ID string` Unique identifier - `ProjectID string` The ID of the project - `Rules []ClassifierRule` The rules to classify the files - `Description string` Natural language description of what to classify. Be specific about the content characteristics that identify this document type. - `Type string` The document type to assign when this rule matches (e.g., 'invoice', 'receipt', 'contract') - `Status StatusEnum` The status of the classify job - `const StatusEnumPending StatusEnum = "PENDING"` - `const StatusEnumSuccess StatusEnum = "SUCCESS"` - `const StatusEnumError StatusEnum = "ERROR"` - `const StatusEnumPartialSuccess StatusEnum = "PARTIAL_SUCCESS"` - `const StatusEnumCancelled StatusEnum = "CANCELLED"` - `UserID string` The ID of the user - `CreatedAt Time` Creation datetime - `EffectiveAt Time` - `ErrorMessage string` Error message for the latest job attempt, if any. - `JobRecordID string` The job record ID associated with this status, if any. - `Mode ClassifyJobMode` The classification mode to use - `const ClassifyJobModeFast ClassifyJobMode = "FAST"` - `const ClassifyJobModeMultimodal ClassifyJobMode = "MULTIMODAL"` - `ParsingConfiguration ClassifyParsingConfiguration` The configuration for the parsing job - `Lang ParsingLanguages` The language to parse the files in - `const ParsingLanguagesAf ParsingLanguages = "af"` - `const ParsingLanguagesAz ParsingLanguages = "az"` - `const ParsingLanguagesBs ParsingLanguages = "bs"` - `const ParsingLanguagesCs ParsingLanguages = "cs"` - `const ParsingLanguagesCy ParsingLanguages = "cy"` - `const ParsingLanguagesDa ParsingLanguages = "da"` - `const ParsingLanguagesDe ParsingLanguages = "de"` - `const ParsingLanguagesEn ParsingLanguages = "en"` - `const ParsingLanguagesEs ParsingLanguages = "es"` - `const ParsingLanguagesEt ParsingLanguages = "et"` - `const ParsingLanguagesFr ParsingLanguages = "fr"` - `const ParsingLanguagesGa ParsingLanguages = "ga"` - `const ParsingLanguagesHr ParsingLanguages = "hr"` - `const ParsingLanguagesHu ParsingLanguages = "hu"` - `const ParsingLanguagesID ParsingLanguages = "id"` - `const ParsingLanguagesIs ParsingLanguages = "is"` - `const ParsingLanguagesIt ParsingLanguages = "it"` - `const ParsingLanguagesKu ParsingLanguages = "ku"` - `const ParsingLanguagesLa ParsingLanguages = "la"` - `const ParsingLanguagesLt ParsingLanguages = "lt"` - `const ParsingLanguagesLv ParsingLanguages = "lv"` - `const ParsingLanguagesMi ParsingLanguages = "mi"` - `const ParsingLanguagesMs ParsingLanguages = "ms"` - `const ParsingLanguagesMt ParsingLanguages = "mt"` - `const ParsingLanguagesNl ParsingLanguages = "nl"` - `const ParsingLanguagesNo ParsingLanguages = "no"` - `const ParsingLanguagesOc ParsingLanguages = "oc"` - `const ParsingLanguagesPi ParsingLanguages = "pi"` - `const ParsingLanguagesPl ParsingLanguages = "pl"` - `const ParsingLanguagesPt ParsingLanguages = "pt"` - `const ParsingLanguagesRo ParsingLanguages = "ro"` - `const ParsingLanguagesRsLatin ParsingLanguages = "rs_latin"` - `const ParsingLanguagesSk ParsingLanguages = "sk"` - `const ParsingLanguagesSl ParsingLanguages = "sl"` - `const ParsingLanguagesSq ParsingLanguages = "sq"` - `const ParsingLanguagesSv ParsingLanguages = "sv"` - `const ParsingLanguagesSw ParsingLanguages = "sw"` - `const ParsingLanguagesTl ParsingLanguages = "tl"` - `const ParsingLanguagesTr ParsingLanguages = "tr"` - `const ParsingLanguagesUz ParsingLanguages = "uz"` - `const ParsingLanguagesVi ParsingLanguages = "vi"` - `const ParsingLanguagesAr ParsingLanguages = "ar"` - `const ParsingLanguagesFa ParsingLanguages = "fa"` - `const ParsingLanguagesUg ParsingLanguages = "ug"` - `const ParsingLanguagesUr ParsingLanguages = "ur"` - `const ParsingLanguagesBn ParsingLanguages = "bn"` - `const ParsingLanguagesAs ParsingLanguages = "as"` - `const ParsingLanguagesMni ParsingLanguages = "mni"` - `const ParsingLanguagesRu ParsingLanguages = "ru"` - `const ParsingLanguagesRsCyrillic ParsingLanguages = "rs_cyrillic"` - `const ParsingLanguagesBe ParsingLanguages = "be"` - `const ParsingLanguagesBg ParsingLanguages = "bg"` - `const ParsingLanguagesUk ParsingLanguages = "uk"` - `const ParsingLanguagesMn ParsingLanguages = "mn"` - `const ParsingLanguagesAbq ParsingLanguages = "abq"` - `const ParsingLanguagesAdy ParsingLanguages = "ady"` - `const ParsingLanguagesKbd ParsingLanguages = "kbd"` - `const ParsingLanguagesAva ParsingLanguages = "ava"` - `const ParsingLanguagesDar ParsingLanguages = "dar"` - `const ParsingLanguagesInh ParsingLanguages = "inh"` - `const ParsingLanguagesChe ParsingLanguages = "che"` - `const ParsingLanguagesLbe ParsingLanguages = "lbe"` - `const ParsingLanguagesLez ParsingLanguages = "lez"` - `const ParsingLanguagesTab ParsingLanguages = "tab"` - `const ParsingLanguagesTjk ParsingLanguages = "tjk"` - `const ParsingLanguagesHi ParsingLanguages = "hi"` - `const ParsingLanguagesMr ParsingLanguages = "mr"` - `const ParsingLanguagesNe ParsingLanguages = "ne"` - `const ParsingLanguagesBh ParsingLanguages = "bh"` - `const ParsingLanguagesMai ParsingLanguages = "mai"` - `const ParsingLanguagesAng ParsingLanguages = "ang"` - `const ParsingLanguagesBho ParsingLanguages = "bho"` - `const ParsingLanguagesMah ParsingLanguages = "mah"` - `const ParsingLanguagesSck ParsingLanguages = "sck"` - `const ParsingLanguagesNew ParsingLanguages = "new"` - `const ParsingLanguagesGom ParsingLanguages = "gom"` - `const ParsingLanguagesSa ParsingLanguages = "sa"` - `const ParsingLanguagesBgc ParsingLanguages = "bgc"` - `const ParsingLanguagesTh ParsingLanguages = "th"` - `const ParsingLanguagesChSim ParsingLanguages = "ch_sim"` - `const ParsingLanguagesChTra ParsingLanguages = "ch_tra"` - `const ParsingLanguagesJa ParsingLanguages = "ja"` - `const ParsingLanguagesKo ParsingLanguages = "ko"` - `const ParsingLanguagesTa ParsingLanguages = "ta"` - `const ParsingLanguagesTe ParsingLanguages = "te"` - `const ParsingLanguagesKn ParsingLanguages = "kn"` - `MaxPages int64` The maximum number of pages to parse - `TargetPages []int64` The pages to target for parsing (0-indexed, so first page is at 0) - `UpdatedAt Time` Update datetime ### Example ```go package main import ( "context" "fmt" "github.com/stainless-sdks/llamacloud-prod-go" "github.com/stainless-sdks/llamacloud-prod-go/option" ) func main() { client := llamacloudprod.NewClient( option.WithAPIKey("My API Key"), ) page, err := client.Classifier.Jobs.List(context.TODO(), llamacloudprod.ClassifierJobListParams{ }) if err != nil { panic(err.Error()) } fmt.Printf("%+v\n", page) } ``` #### Response ```json { "items": [ { "id": "182bd5e5-6e1a-4fe4-a799-aa6d9a6ab26e", "project_id": "182bd5e5-6e1a-4fe4-a799-aa6d9a6ab26e", "rules": [ { "description": "contains invoice number, line items, and total amount", "type": "invoice" } ], "status": "PENDING", "user_id": "user_id", "created_at": "2019-12-27T18:11:19.117Z", "effective_at": "2019-12-27T18:11:19.117Z", "error_message": "error_message", "job_record_id": "job_record_id", "mode": "FAST", "parsing_configuration": { "lang": "af", "max_pages": 0, "target_pages": [ 0 ] }, "updated_at": "2019-12-27T18:11:19.117Z" } ], "next_page_token": "next_page_token", "total_size": 0 } ``` ## Get Classify Job `client.Classifier.Jobs.Get(ctx, classifyJobID, query) (*ClassifyJob, error)` **get** `/api/v1/classifier/jobs/{classify_job_id}` Get a classify job. Experimental: This endpoint is not yet ready for production use and is subject to change at any time. ### Parameters - `classifyJobID string` - `query ClassifierJobGetParams` - `OrganizationID param.Field[string]` - `ProjectID param.Field[string]` ### Returns - `type ClassifyJob struct{…}` A classify job. - `ID string` Unique identifier - `ProjectID string` The ID of the project - `Rules []ClassifierRule` The rules to classify the files - `Description string` Natural language description of what to classify. Be specific about the content characteristics that identify this document type. - `Type string` The document type to assign when this rule matches (e.g., 'invoice', 'receipt', 'contract') - `Status StatusEnum` The status of the classify job - `const StatusEnumPending StatusEnum = "PENDING"` - `const StatusEnumSuccess StatusEnum = "SUCCESS"` - `const StatusEnumError StatusEnum = "ERROR"` - `const StatusEnumPartialSuccess StatusEnum = "PARTIAL_SUCCESS"` - `const StatusEnumCancelled StatusEnum = "CANCELLED"` - `UserID string` The ID of the user - `CreatedAt Time` Creation datetime - `EffectiveAt Time` - `ErrorMessage string` Error message for the latest job attempt, if any. - `JobRecordID string` The job record ID associated with this status, if any. - `Mode ClassifyJobMode` The classification mode to use - `const ClassifyJobModeFast ClassifyJobMode = "FAST"` - `const ClassifyJobModeMultimodal ClassifyJobMode = "MULTIMODAL"` - `ParsingConfiguration ClassifyParsingConfiguration` The configuration for the parsing job - `Lang ParsingLanguages` The language to parse the files in - `const ParsingLanguagesAf ParsingLanguages = "af"` - `const ParsingLanguagesAz ParsingLanguages = "az"` - `const ParsingLanguagesBs ParsingLanguages = "bs"` - `const ParsingLanguagesCs ParsingLanguages = "cs"` - `const ParsingLanguagesCy ParsingLanguages = "cy"` - `const ParsingLanguagesDa ParsingLanguages = "da"` - `const ParsingLanguagesDe ParsingLanguages = "de"` - `const ParsingLanguagesEn ParsingLanguages = "en"` - `const ParsingLanguagesEs ParsingLanguages = "es"` - `const ParsingLanguagesEt ParsingLanguages = "et"` - `const ParsingLanguagesFr ParsingLanguages = "fr"` - `const ParsingLanguagesGa ParsingLanguages = "ga"` - `const ParsingLanguagesHr ParsingLanguages = "hr"` - `const ParsingLanguagesHu ParsingLanguages = "hu"` - `const ParsingLanguagesID ParsingLanguages = "id"` - `const ParsingLanguagesIs ParsingLanguages = "is"` - `const ParsingLanguagesIt ParsingLanguages = "it"` - `const ParsingLanguagesKu ParsingLanguages = "ku"` - `const ParsingLanguagesLa ParsingLanguages = "la"` - `const ParsingLanguagesLt ParsingLanguages = "lt"` - `const ParsingLanguagesLv ParsingLanguages = "lv"` - `const ParsingLanguagesMi ParsingLanguages = "mi"` - `const ParsingLanguagesMs ParsingLanguages = "ms"` - `const ParsingLanguagesMt ParsingLanguages = "mt"` - `const ParsingLanguagesNl ParsingLanguages = "nl"` - `const ParsingLanguagesNo ParsingLanguages = "no"` - `const ParsingLanguagesOc ParsingLanguages = "oc"` - `const ParsingLanguagesPi ParsingLanguages = "pi"` - `const ParsingLanguagesPl ParsingLanguages = "pl"` - `const ParsingLanguagesPt ParsingLanguages = "pt"` - `const ParsingLanguagesRo ParsingLanguages = "ro"` - `const ParsingLanguagesRsLatin ParsingLanguages = "rs_latin"` - `const ParsingLanguagesSk ParsingLanguages = "sk"` - `const ParsingLanguagesSl ParsingLanguages = "sl"` - `const ParsingLanguagesSq ParsingLanguages = "sq"` - `const ParsingLanguagesSv ParsingLanguages = "sv"` - `const ParsingLanguagesSw ParsingLanguages = "sw"` - `const ParsingLanguagesTl ParsingLanguages = "tl"` - `const ParsingLanguagesTr ParsingLanguages = "tr"` - `const ParsingLanguagesUz ParsingLanguages = "uz"` - `const ParsingLanguagesVi ParsingLanguages = "vi"` - `const ParsingLanguagesAr ParsingLanguages = "ar"` - `const ParsingLanguagesFa ParsingLanguages = "fa"` - `const ParsingLanguagesUg ParsingLanguages = "ug"` - `const ParsingLanguagesUr ParsingLanguages = "ur"` - `const ParsingLanguagesBn ParsingLanguages = "bn"` - `const ParsingLanguagesAs ParsingLanguages = "as"` - `const ParsingLanguagesMni ParsingLanguages = "mni"` - `const ParsingLanguagesRu ParsingLanguages = "ru"` - `const ParsingLanguagesRsCyrillic ParsingLanguages = "rs_cyrillic"` - `const ParsingLanguagesBe ParsingLanguages = "be"` - `const ParsingLanguagesBg ParsingLanguages = "bg"` - `const ParsingLanguagesUk ParsingLanguages = "uk"` - `const ParsingLanguagesMn ParsingLanguages = "mn"` - `const ParsingLanguagesAbq ParsingLanguages = "abq"` - `const ParsingLanguagesAdy ParsingLanguages = "ady"` - `const ParsingLanguagesKbd ParsingLanguages = "kbd"` - `const ParsingLanguagesAva ParsingLanguages = "ava"` - `const ParsingLanguagesDar ParsingLanguages = "dar"` - `const ParsingLanguagesInh ParsingLanguages = "inh"` - `const ParsingLanguagesChe ParsingLanguages = "che"` - `const ParsingLanguagesLbe ParsingLanguages = "lbe"` - `const ParsingLanguagesLez ParsingLanguages = "lez"` - `const ParsingLanguagesTab ParsingLanguages = "tab"` - `const ParsingLanguagesTjk ParsingLanguages = "tjk"` - `const ParsingLanguagesHi ParsingLanguages = "hi"` - `const ParsingLanguagesMr ParsingLanguages = "mr"` - `const ParsingLanguagesNe ParsingLanguages = "ne"` - `const ParsingLanguagesBh ParsingLanguages = "bh"` - `const ParsingLanguagesMai ParsingLanguages = "mai"` - `const ParsingLanguagesAng ParsingLanguages = "ang"` - `const ParsingLanguagesBho ParsingLanguages = "bho"` - `const ParsingLanguagesMah ParsingLanguages = "mah"` - `const ParsingLanguagesSck ParsingLanguages = "sck"` - `const ParsingLanguagesNew ParsingLanguages = "new"` - `const ParsingLanguagesGom ParsingLanguages = "gom"` - `const ParsingLanguagesSa ParsingLanguages = "sa"` - `const ParsingLanguagesBgc ParsingLanguages = "bgc"` - `const ParsingLanguagesTh ParsingLanguages = "th"` - `const ParsingLanguagesChSim ParsingLanguages = "ch_sim"` - `const ParsingLanguagesChTra ParsingLanguages = "ch_tra"` - `const ParsingLanguagesJa ParsingLanguages = "ja"` - `const ParsingLanguagesKo ParsingLanguages = "ko"` - `const ParsingLanguagesTa ParsingLanguages = "ta"` - `const ParsingLanguagesTe ParsingLanguages = "te"` - `const ParsingLanguagesKn ParsingLanguages = "kn"` - `MaxPages int64` The maximum number of pages to parse - `TargetPages []int64` The pages to target for parsing (0-indexed, so first page is at 0) - `UpdatedAt Time` Update datetime ### Example ```go package main import ( "context" "fmt" "github.com/stainless-sdks/llamacloud-prod-go" "github.com/stainless-sdks/llamacloud-prod-go/option" ) func main() { client := llamacloudprod.NewClient( option.WithAPIKey("My API Key"), ) classifyJob, err := client.Classifier.Jobs.Get( context.TODO(), "182bd5e5-6e1a-4fe4-a799-aa6d9a6ab26e", llamacloudprod.ClassifierJobGetParams{ }, ) if err != nil { panic(err.Error()) } fmt.Printf("%+v\n", classifyJob.ID) } ``` #### Response ```json { "id": "182bd5e5-6e1a-4fe4-a799-aa6d9a6ab26e", "project_id": "182bd5e5-6e1a-4fe4-a799-aa6d9a6ab26e", "rules": [ { "description": "contains invoice number, line items, and total amount", "type": "invoice" } ], "status": "PENDING", "user_id": "user_id", "created_at": "2019-12-27T18:11:19.117Z", "effective_at": "2019-12-27T18:11:19.117Z", "error_message": "error_message", "job_record_id": "job_record_id", "mode": "FAST", "parsing_configuration": { "lang": "af", "max_pages": 0, "target_pages": [ 0 ] }, "updated_at": "2019-12-27T18:11:19.117Z" } ``` ## Get Classification Job Results `client.Classifier.Jobs.GetResults(ctx, classifyJobID, query) (*ClassifierJobGetResultsResponse, error)` **get** `/api/v1/classifier/jobs/{classify_job_id}/results` Get the results of a classify job. Experimental: This endpoint is not yet ready for production use and is subject to change at any time. ### Parameters - `classifyJobID string` - `query ClassifierJobGetResultsParams` - `OrganizationID param.Field[string]` - `ProjectID param.Field[string]` ### Returns - `type ClassifierJobGetResultsResponse struct{…}` Response model for the classify endpoint following AIP-132 pagination standard. - `Items []ClassifierJobGetResultsResponseItem` The list of items. - `ID string` Unique identifier - `ClassifyJobID string` The ID of the classify job - `CreatedAt Time` Creation datetime - `FileID string` The ID of the classified file - `Result ClassifierJobGetResultsResponseItemResult` Result of classifying a single file. - `Confidence float64` Confidence score of the classification (0.0-1.0) - `Reasoning string` Step-by-step explanation of why this classification was chosen and the confidence score assigned - `Type string` The document type that best matches, or null if no match. - `UpdatedAt Time` Update datetime - `NextPageToken string` A token, which can be sent as page_token to retrieve the next page. If this field is omitted, there are no subsequent pages. - `TotalSize int64` The total number of items available. This is only populated when specifically requested. The value may be an estimate and can be used for display purposes only. ### Example ```go package main import ( "context" "fmt" "github.com/stainless-sdks/llamacloud-prod-go" "github.com/stainless-sdks/llamacloud-prod-go/option" ) func main() { client := llamacloudprod.NewClient( option.WithAPIKey("My API Key"), ) response, err := client.Classifier.Jobs.GetResults( context.TODO(), "182bd5e5-6e1a-4fe4-a799-aa6d9a6ab26e", llamacloudprod.ClassifierJobGetResultsParams{ }, ) if err != nil { panic(err.Error()) } fmt.Printf("%+v\n", response.Items) } ``` #### Response ```json { "items": [ { "id": "182bd5e5-6e1a-4fe4-a799-aa6d9a6ab26e", "classify_job_id": "182bd5e5-6e1a-4fe4-a799-aa6d9a6ab26e", "created_at": "2019-12-27T18:11:19.117Z", "file_id": "182bd5e5-6e1a-4fe4-a799-aa6d9a6ab26e", "result": { "confidence": 0, "reasoning": "reasoning", "type": "type" }, "updated_at": "2019-12-27T18:11:19.117Z" } ], "next_page_token": "next_page_token", "total_size": 0 } ``` ## Domain Types ### Classifier Rule - `type ClassifierRule struct{…}` A rule for classifying documents - v0 simplified version. This represents a single classification rule that will be applied to documents. All rules are content-based and use natural language descriptions. - `Description string` Natural language description of what to classify. Be specific about the content characteristics that identify this document type. - `Type string` The document type to assign when this rule matches (e.g., 'invoice', 'receipt', 'contract') ### Classify Job - `type ClassifyJob struct{…}` A classify job. - `ID string` Unique identifier - `ProjectID string` The ID of the project - `Rules []ClassifierRule` The rules to classify the files - `Description string` Natural language description of what to classify. Be specific about the content characteristics that identify this document type. - `Type string` The document type to assign when this rule matches (e.g., 'invoice', 'receipt', 'contract') - `Status StatusEnum` The status of the classify job - `const StatusEnumPending StatusEnum = "PENDING"` - `const StatusEnumSuccess StatusEnum = "SUCCESS"` - `const StatusEnumError StatusEnum = "ERROR"` - `const StatusEnumPartialSuccess StatusEnum = "PARTIAL_SUCCESS"` - `const StatusEnumCancelled StatusEnum = "CANCELLED"` - `UserID string` The ID of the user - `CreatedAt Time` Creation datetime - `EffectiveAt Time` - `ErrorMessage string` Error message for the latest job attempt, if any. - `JobRecordID string` The job record ID associated with this status, if any. - `Mode ClassifyJobMode` The classification mode to use - `const ClassifyJobModeFast ClassifyJobMode = "FAST"` - `const ClassifyJobModeMultimodal ClassifyJobMode = "MULTIMODAL"` - `ParsingConfiguration ClassifyParsingConfiguration` The configuration for the parsing job - `Lang ParsingLanguages` The language to parse the files in - `const ParsingLanguagesAf ParsingLanguages = "af"` - `const ParsingLanguagesAz ParsingLanguages = "az"` - `const ParsingLanguagesBs ParsingLanguages = "bs"` - `const ParsingLanguagesCs ParsingLanguages = "cs"` - `const ParsingLanguagesCy ParsingLanguages = "cy"` - `const ParsingLanguagesDa ParsingLanguages = "da"` - `const ParsingLanguagesDe ParsingLanguages = "de"` - `const ParsingLanguagesEn ParsingLanguages = "en"` - `const ParsingLanguagesEs ParsingLanguages = "es"` - `const ParsingLanguagesEt ParsingLanguages = "et"` - `const ParsingLanguagesFr ParsingLanguages = "fr"` - `const ParsingLanguagesGa ParsingLanguages = "ga"` - `const ParsingLanguagesHr ParsingLanguages = "hr"` - `const ParsingLanguagesHu ParsingLanguages = "hu"` - `const ParsingLanguagesID ParsingLanguages = "id"` - `const ParsingLanguagesIs ParsingLanguages = "is"` - `const ParsingLanguagesIt ParsingLanguages = "it"` - `const ParsingLanguagesKu ParsingLanguages = "ku"` - `const ParsingLanguagesLa ParsingLanguages = "la"` - `const ParsingLanguagesLt ParsingLanguages = "lt"` - `const ParsingLanguagesLv ParsingLanguages = "lv"` - `const ParsingLanguagesMi ParsingLanguages = "mi"` - `const ParsingLanguagesMs ParsingLanguages = "ms"` - `const ParsingLanguagesMt ParsingLanguages = "mt"` - `const ParsingLanguagesNl ParsingLanguages = "nl"` - `const ParsingLanguagesNo ParsingLanguages = "no"` - `const ParsingLanguagesOc ParsingLanguages = "oc"` - `const ParsingLanguagesPi ParsingLanguages = "pi"` - `const ParsingLanguagesPl ParsingLanguages = "pl"` - `const ParsingLanguagesPt ParsingLanguages = "pt"` - `const ParsingLanguagesRo ParsingLanguages = "ro"` - `const ParsingLanguagesRsLatin ParsingLanguages = "rs_latin"` - `const ParsingLanguagesSk ParsingLanguages = "sk"` - `const ParsingLanguagesSl ParsingLanguages = "sl"` - `const ParsingLanguagesSq ParsingLanguages = "sq"` - `const ParsingLanguagesSv ParsingLanguages = "sv"` - `const ParsingLanguagesSw ParsingLanguages = "sw"` - `const ParsingLanguagesTl ParsingLanguages = "tl"` - `const ParsingLanguagesTr ParsingLanguages = "tr"` - `const ParsingLanguagesUz ParsingLanguages = "uz"` - `const ParsingLanguagesVi ParsingLanguages = "vi"` - `const ParsingLanguagesAr ParsingLanguages = "ar"` - `const ParsingLanguagesFa ParsingLanguages = "fa"` - `const ParsingLanguagesUg ParsingLanguages = "ug"` - `const ParsingLanguagesUr ParsingLanguages = "ur"` - `const ParsingLanguagesBn ParsingLanguages = "bn"` - `const ParsingLanguagesAs ParsingLanguages = "as"` - `const ParsingLanguagesMni ParsingLanguages = "mni"` - `const ParsingLanguagesRu ParsingLanguages = "ru"` - `const ParsingLanguagesRsCyrillic ParsingLanguages = "rs_cyrillic"` - `const ParsingLanguagesBe ParsingLanguages = "be"` - `const ParsingLanguagesBg ParsingLanguages = "bg"` - `const ParsingLanguagesUk ParsingLanguages = "uk"` - `const ParsingLanguagesMn ParsingLanguages = "mn"` - `const ParsingLanguagesAbq ParsingLanguages = "abq"` - `const ParsingLanguagesAdy ParsingLanguages = "ady"` - `const ParsingLanguagesKbd ParsingLanguages = "kbd"` - `const ParsingLanguagesAva ParsingLanguages = "ava"` - `const ParsingLanguagesDar ParsingLanguages = "dar"` - `const ParsingLanguagesInh ParsingLanguages = "inh"` - `const ParsingLanguagesChe ParsingLanguages = "che"` - `const ParsingLanguagesLbe ParsingLanguages = "lbe"` - `const ParsingLanguagesLez ParsingLanguages = "lez"` - `const ParsingLanguagesTab ParsingLanguages = "tab"` - `const ParsingLanguagesTjk ParsingLanguages = "tjk"` - `const ParsingLanguagesHi ParsingLanguages = "hi"` - `const ParsingLanguagesMr ParsingLanguages = "mr"` - `const ParsingLanguagesNe ParsingLanguages = "ne"` - `const ParsingLanguagesBh ParsingLanguages = "bh"` - `const ParsingLanguagesMai ParsingLanguages = "mai"` - `const ParsingLanguagesAng ParsingLanguages = "ang"` - `const ParsingLanguagesBho ParsingLanguages = "bho"` - `const ParsingLanguagesMah ParsingLanguages = "mah"` - `const ParsingLanguagesSck ParsingLanguages = "sck"` - `const ParsingLanguagesNew ParsingLanguages = "new"` - `const ParsingLanguagesGom ParsingLanguages = "gom"` - `const ParsingLanguagesSa ParsingLanguages = "sa"` - `const ParsingLanguagesBgc ParsingLanguages = "bgc"` - `const ParsingLanguagesTh ParsingLanguages = "th"` - `const ParsingLanguagesChSim ParsingLanguages = "ch_sim"` - `const ParsingLanguagesChTra ParsingLanguages = "ch_tra"` - `const ParsingLanguagesJa ParsingLanguages = "ja"` - `const ParsingLanguagesKo ParsingLanguages = "ko"` - `const ParsingLanguagesTa ParsingLanguages = "ta"` - `const ParsingLanguagesTe ParsingLanguages = "te"` - `const ParsingLanguagesKn ParsingLanguages = "kn"` - `MaxPages int64` The maximum number of pages to parse - `TargetPages []int64` The pages to target for parsing (0-indexed, so first page is at 0) - `UpdatedAt Time` Update datetime ### Classify Parsing Configuration - `type ClassifyParsingConfiguration struct{…}` Parsing configuration for a classify job. - `Lang ParsingLanguages` The language to parse the files in - `const ParsingLanguagesAf ParsingLanguages = "af"` - `const ParsingLanguagesAz ParsingLanguages = "az"` - `const ParsingLanguagesBs ParsingLanguages = "bs"` - `const ParsingLanguagesCs ParsingLanguages = "cs"` - `const ParsingLanguagesCy ParsingLanguages = "cy"` - `const ParsingLanguagesDa ParsingLanguages = "da"` - `const ParsingLanguagesDe ParsingLanguages = "de"` - `const ParsingLanguagesEn ParsingLanguages = "en"` - `const ParsingLanguagesEs ParsingLanguages = "es"` - `const ParsingLanguagesEt ParsingLanguages = "et"` - `const ParsingLanguagesFr ParsingLanguages = "fr"` - `const ParsingLanguagesGa ParsingLanguages = "ga"` - `const ParsingLanguagesHr ParsingLanguages = "hr"` - `const ParsingLanguagesHu ParsingLanguages = "hu"` - `const ParsingLanguagesID ParsingLanguages = "id"` - `const ParsingLanguagesIs ParsingLanguages = "is"` - `const ParsingLanguagesIt ParsingLanguages = "it"` - `const ParsingLanguagesKu ParsingLanguages = "ku"` - `const ParsingLanguagesLa ParsingLanguages = "la"` - `const ParsingLanguagesLt ParsingLanguages = "lt"` - `const ParsingLanguagesLv ParsingLanguages = "lv"` - `const ParsingLanguagesMi ParsingLanguages = "mi"` - `const ParsingLanguagesMs ParsingLanguages = "ms"` - `const ParsingLanguagesMt ParsingLanguages = "mt"` - `const ParsingLanguagesNl ParsingLanguages = "nl"` - `const ParsingLanguagesNo ParsingLanguages = "no"` - `const ParsingLanguagesOc ParsingLanguages = "oc"` - `const ParsingLanguagesPi ParsingLanguages = "pi"` - `const ParsingLanguagesPl ParsingLanguages = "pl"` - `const ParsingLanguagesPt ParsingLanguages = "pt"` - `const ParsingLanguagesRo ParsingLanguages = "ro"` - `const ParsingLanguagesRsLatin ParsingLanguages = "rs_latin"` - `const ParsingLanguagesSk ParsingLanguages = "sk"` - `const ParsingLanguagesSl ParsingLanguages = "sl"` - `const ParsingLanguagesSq ParsingLanguages = "sq"` - `const ParsingLanguagesSv ParsingLanguages = "sv"` - `const ParsingLanguagesSw ParsingLanguages = "sw"` - `const ParsingLanguagesTl ParsingLanguages = "tl"` - `const ParsingLanguagesTr ParsingLanguages = "tr"` - `const ParsingLanguagesUz ParsingLanguages = "uz"` - `const ParsingLanguagesVi ParsingLanguages = "vi"` - `const ParsingLanguagesAr ParsingLanguages = "ar"` - `const ParsingLanguagesFa ParsingLanguages = "fa"` - `const ParsingLanguagesUg ParsingLanguages = "ug"` - `const ParsingLanguagesUr ParsingLanguages = "ur"` - `const ParsingLanguagesBn ParsingLanguages = "bn"` - `const ParsingLanguagesAs ParsingLanguages = "as"` - `const ParsingLanguagesMni ParsingLanguages = "mni"` - `const ParsingLanguagesRu ParsingLanguages = "ru"` - `const ParsingLanguagesRsCyrillic ParsingLanguages = "rs_cyrillic"` - `const ParsingLanguagesBe ParsingLanguages = "be"` - `const ParsingLanguagesBg ParsingLanguages = "bg"` - `const ParsingLanguagesUk ParsingLanguages = "uk"` - `const ParsingLanguagesMn ParsingLanguages = "mn"` - `const ParsingLanguagesAbq ParsingLanguages = "abq"` - `const ParsingLanguagesAdy ParsingLanguages = "ady"` - `const ParsingLanguagesKbd ParsingLanguages = "kbd"` - `const ParsingLanguagesAva ParsingLanguages = "ava"` - `const ParsingLanguagesDar ParsingLanguages = "dar"` - `const ParsingLanguagesInh ParsingLanguages = "inh"` - `const ParsingLanguagesChe ParsingLanguages = "che"` - `const ParsingLanguagesLbe ParsingLanguages = "lbe"` - `const ParsingLanguagesLez ParsingLanguages = "lez"` - `const ParsingLanguagesTab ParsingLanguages = "tab"` - `const ParsingLanguagesTjk ParsingLanguages = "tjk"` - `const ParsingLanguagesHi ParsingLanguages = "hi"` - `const ParsingLanguagesMr ParsingLanguages = "mr"` - `const ParsingLanguagesNe ParsingLanguages = "ne"` - `const ParsingLanguagesBh ParsingLanguages = "bh"` - `const ParsingLanguagesMai ParsingLanguages = "mai"` - `const ParsingLanguagesAng ParsingLanguages = "ang"` - `const ParsingLanguagesBho ParsingLanguages = "bho"` - `const ParsingLanguagesMah ParsingLanguages = "mah"` - `const ParsingLanguagesSck ParsingLanguages = "sck"` - `const ParsingLanguagesNew ParsingLanguages = "new"` - `const ParsingLanguagesGom ParsingLanguages = "gom"` - `const ParsingLanguagesSa ParsingLanguages = "sa"` - `const ParsingLanguagesBgc ParsingLanguages = "bgc"` - `const ParsingLanguagesTh ParsingLanguages = "th"` - `const ParsingLanguagesChSim ParsingLanguages = "ch_sim"` - `const ParsingLanguagesChTra ParsingLanguages = "ch_tra"` - `const ParsingLanguagesJa ParsingLanguages = "ja"` - `const ParsingLanguagesKo ParsingLanguages = "ko"` - `const ParsingLanguagesTa ParsingLanguages = "ta"` - `const ParsingLanguagesTe ParsingLanguages = "te"` - `const ParsingLanguagesKn ParsingLanguages = "kn"` - `MaxPages int64` The maximum number of pages to parse - `TargetPages []int64` The pages to target for parsing (0-indexed, so first page is at 0)