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Introduction to AI Agents
API Reference
project/createProject
project/listUseCases
project/describeUseCaseRequirements
project/describeProject
project/listProjects
project/renameProject
project/deleteProject
project/addProjectTags
project/removeProjectTags
project/addFeatureGroupToProject
project/setProjectFeatureGroupConfig
project/getProjectFeatureGroupConfig
project/removeFeatureGroupFromProject
project/setFeatureGroupType
project/setFeatureMapping
project/validateProject
refresh/createRefreshPolicy
refresh/deleteRefreshPolicy
refresh/describeRefreshPolicy
refresh/describeRefreshPipelineRun
refresh/listRefreshPolicies
refresh/listRefreshPipelineRuns
refresh/pauseRefreshPolicy
refresh/resumeRefreshPolicy
refresh/runRefreshPolicy
refresh/updateRefreshPolicy
streaming_connectors/verifyStreamingConnector
streaming_connectors/renameStreamingConnector
streaming_connectors/deleteStreamingConnector
streaming_connectors/listStreamingConnectors
organization/addUserToOrganization
organization/listApiKeys
organization/listOrganizationUsers
organization/describeUser
organization/listOrganizationGroups
organization/createOrganizationGroup
organization/describeOrganizationGroup
organization/addOrganizationGroupPermission
organization/removeOrganizationGroupPermission
organization/deleteOrganizationGroup
organization/addUserToOrganizationGroup
organization/removeUserFromOrganizationGroup
organization/setDefaultOrganizationGroup
organization/deleteApiKey
organization/removeUserFromOrganization
organization/sendEmail
code_completion/queryFeatureGroupCodeGenerator
holdout_analysis/createHoldoutAnalysis
holdout_analysis/rerunHoldoutAnalysis
holdout_analysis/listHoldoutAnalysis
holdout_analysis/describeHoldoutAnalysis
holdout_analysis/listHoldoutAnalysisVersions
holdout_analysis/describeHoldoutAnalysisVersion
secrets/createOrganizationSecret
secrets/getOrganizationSecret
secrets/deleteOrganizationSecret
secrets/updateOrganizationSecret
secrets/listOrganizationSecrets
pipelines/createPipeline
pipelines/describePipeline
pipelines/describePipelineByName
pipelines/updatePipeline
pipelines/renamePipeline
pipelines/deletePipeline
pipelines/listPipelines
pipelines/describePipelineVersion
pipelines/listPipelineVersions
pipelines/runPipeline
pipelines/resetPipelineVersion
pipelines/createPipelineStep
pipelines/deletePipelineStep
pipelines/updatePipelineStep
pipelines/renamePipelineStep
pipelines/describePipelineStep
pipelines/describePipelineStepByName
pipelines/describePipelineStepVersion
pipelines/unsetPipelineRefreshSchedule
pipelines/pausePipelineRefreshSchedule
pipelines/resumePipelineRefreshSchedule
pipelines/listPipelineVersionLogs
pipelines/getStepVersionLogs
pipelines/skipPendingPipelineVersionSteps
predict/lookupFeatures
predict/predict
predict/predictMultiple
predict/predictFromDatasets
predict/predictLead
predict/predictChurn
predict/predictTakeover
predict/predictFraud
predict/predictClass
predict/predictTarget
predict/getAnomalies
predict/getTimeseriesAnomalies
predict/isAnomaly
predict/getEventAnomalyScore
predict/getForecast
predict/getKNearest
predict/getMultipleKNearest
predict/getLabels
predict/getEntitiesFromPDF
predict/getRecommendations
predict/getPersonalizedRanking
predict/getRankedItems
predict/getRelatedItems
predict/getChatResponse
predict/getChatResponseWithBinaryData
predict/getStreamingChatResponse
predict/getStreamingConversationResponse
predict/getConversationResponse
predict/getConversationResponseWithBinaryData
predict/getSearchResults
predict/getSentiment
predict/getEntailment
predict/getClassification
predict/getSummary
predict/predictLanguage
predict/getAssignments
predict/getAlternativeAssignments
predict/getAssignmentsOnlineWithNewSerializedInputs
predict/checkConstraints
predict/predictWithBinaryData
predict/describeImage
predict/getTextFromDocument
predict/transcribeAudio
predict/classifyImage
predict/classifyPDF
predict/getCluster
predict/getObjectsFromImage
predict/scoreImage
predict/transferStyle
predict/generateImage
predict/executeAgent
predict/getMatrixAgentSchema
predict/executeConversationAgent
predict/lookupMatches
predict/getCompletion
predict/executeAgentWithBinaryData
predict/startAutonomousAgent
predict/pauseAutonomousAgent
natural_language_explanation/getNaturalLanguageExplanation
natural_language_explanation/generateNaturalLanguageExplanation
natural_language_explanation/setNaturalLanguageExplanation
python_function/createPythonFunction
python_function/describePythonFunction
python_function/updatePythonFunction
python_function/deletePythonFunction
python_function/listPythonFunctions
deployment_conversations/createDeploymentConversation
deployment_conversations/getDeploymentConversation
deployment_conversations/listDeploymentConversations
deployment_conversations/deleteDeploymentConversation
deployment_conversations/clearDeploymentConversation
deployment_conversations/setDeploymentConversationFeedback
deployment_conversations/renameDeploymentConversation
deployment_conversations/exportDeploymentConversation
application_connectors/renameApplicationConnector
application_connectors/deleteApplicationConnector
application_connectors/listApplicationConnectors
application_connectors/listApplicationConnectorObjects
application_connectors/verifyApplicationConnector
application_connectors/getConnectorAuth
external_app/createAppUserGroup
external_app/getAppUserGroup
external_app/deleteAppUserGroup
external_app/inviteUsersToAppUserGroup
external_app/addUsersToAppUserGroup
external_app/removeUsersFromAppUserGroup
external_app/addAppUserGroupReportPermission
external_app/removeAppUserGroupReportPermission
external_app/addAppUserGroupToExternalApplication
external_app/removeAppUserGroupFromExternalApplication
external_app/createExternalApplication
external_app/updateExternalApplication
external_app/describeExternalApplication
external_app/listExternalApplications
external_app/deleteExternalApplication
llm_apps/getLLMAppResponse
llm_apps/listLLMApps
webhooks/createDeploymentWebhook
webhooks/describeWebhook
webhooks/listDeploymentWebhooks
webhooks/updateWebhook
webhooks/deleteWebhook
file_connectors/getFileConnectorInstructions
file_connectors/listFileConnectors
file_connectors/verifyFileConnector
file_connectors/deleteFileConnector
file_connectors/setAzureBlobConnectionString
module/createModule
module/deleteModule
module/describeModule
module/updateModule
module/listModules
ai_agents/createAgent
ai_agents/updateAgent
ai_agents/downloadAgentAttachment
ai_agents/generateAgentCode
ai_agents/describeAgent
ai_agents/describeAgentVersion
ai_agents/evaluatePrompt
ai_agents/searchFeatureGroups
ai_agents/renderFeatureGroupsForLLM
ai_agents/generateCodeForDataQueryUsingLLM
ai_agents/extractDataUsingLLM
ai_agents/searchWebForLLM
ai_agents/fetchWebPage
ai_agents/constructAgentConversationMessagesForLLM
ai_agents/listAgents
ai_agents/listAgentVersions
ai_agents/validateWorkflowGraph
ai_agents/extractAgentWorkflowInformation
ai_agents/copyAgent
feature_drift/getDriftForFeature
feature_drift/getOutliersForFeature
feature_drift/getDeploymentStatisticsOverTime
annotations/addAnnotation
annotations/describeAnnotation
annotations/verifyAndDescribeAnnotation
annotations/updateAnnotationStatus
annotations/getDocumentToAnnotate
annotations/getAnnotationsStatus
annotations/importAnnotationLabels
model/getTrainingConfigOptions
model/describeTrainTestDataSplitFeatureGroup
model/describeTrainTestDataSplitFeatureGroupVersion
model/createTrainTestDataSplitFeatureGroup
model/trainModel
model/createModelFromPython
model/listModels
model/describeModel
model/renameModel
model/updatePythonModel
model/updatePythonModelZip
model/updatePythonModelGit
model/setModelTrainingConfig
model/setModelObjective
model/setModelPredictionParams
model/getModelMetrics
model/getFeatureGroupSchemasForModelVersion
model/listModelVersions
model/retrainModel
model/deleteModel
model/deleteModelVersion
model/exportModelArtifactAsFeatureGroup
model/describeModelVersion
model/getFeatureImportanceByModelVersion
model/getTrainingDataLogs
model/setDefaultModelAlgorithm
model/getTrainingLogs
model/getCustomTrainFunctionInfo
model/exportCustomModelVersion
model/describeModelArtifactsExport
model/listModelArtifactsExports
documentation/describeProblemType
algorithm/createAlgorithm
algorithm/deleteAlgorithm
algorithm/describeAlgorithm
algorithm/updateAlgorithm
algorithm/listAlgorithms
algorithm/listBuiltinAlgorithms
user/getAppUserGroupSignInToken
upload/cancelUpload
upload/uploadPart
upload/markUploadComplete
upload/listUploads
upload/describeUpload
custom_loss_function/createCustomLossFunctionWithSourceCode
custom_loss_function/describeCustomLossFunction
custom_loss_function/updateCustomLossFunctionWithSourceCode
custom_loss_function/deleteCustomLossFunction
custom_loss_function/listCustomLossFunctions
dataset/createDatasetFromFileConnector
dataset/createDatasetVersionFromFileConnector
dataset/createDatasetFromDatabaseConnector
dataset/createDatasetFromApplicationConnector
dataset/createDatasetVersionFromDatabaseConnector
dataset/createDatasetVersionFromApplicationConnector
dataset/createDatasetFromUpload
dataset/createDatasetVersionFromUpload
dataset/createDatasetVersionFromDocumentReprocessing
dataset/createRealtimeContentStore
dataset/snapshotStreamingData
dataset/setDatasetColumnDataType
dataset/createDatasetFromStreamingConnector
dataset/setStreamingRetentionPolicy
dataset/getDatasetSchema
dataset/setDatasetDatabaseConnectorConfig
dataset/getDatasetVersionMetrics
dataset/updateDatasetVersionLimit
dataset/listDatasets
dataset/describeDataset
dataset/describeDatasetVersion
dataset/listDatasetVersions
dataset/deleteDataset
dataset/deleteDatasetVersion
dataset/getDatasetVersionLogs
docstore/getDocstoreDocument
docstore/getDocstoreImage
docstore/getDocstorePageData
docstore/getDocstoreDocumentData
docstore/extractDocumentData
deployment/createDeployment
deployment/createDeploymentToken
deployment/describeDeployment
deployment/listDeployments
deployment/listDeploymentTokens
deployment/updateDeployment
deployment/renameDeployment
deployment/setAutoDeployment
deployment/setDeploymentModelVersion
deployment/setDeploymentFeatureGroupVersion
deployment/setDeploymentPredictionOperatorVersion
deployment/startDeployment
deployment/stopDeployment
deployment/deleteDeployment
deployment/deleteDeploymentToken
deployment/getApiEndpoint
deployment/setDeploymentFeatureGroupExportFileConnectorOutput
deployment/setDeploymentFeatureGroupExportDatabaseConnectorOutput
deployment/removeDeploymentFeatureGroupExportOutput
deployment/getModelTrainingTypesForDeployment
deployment/setDefaultPredictionArguments
deployment/getPredictionLogsRecords
deployment/createDeploymentAlert
deployment/listDeploymentAlerts
deployment/createRealtimeMonitor
deployment/updateRealtimeMonitor
deployment/listRealtimeMonitors
deployment/describeRealtimeMonitor
deployment/deleteRealtimeMonitor
graph_dashboard/createGraphDashboard
graph_dashboard/describeGraphDashboard
graph_dashboard/listGraphDashboards
graph_dashboard/deleteGraphDashboard
graph_dashboard/updateGraphDashboard
graph_dashboard/addGraphToDashboard
graph_dashboard/updateGraphToDashboard
graph_dashboard/deleteGraphFromDashboard
graph_dashboard/describeGraphForDashboard
eda/createEda
eda/rerunEda
eda/listEda
eda/describeEda
eda/listEdaVersions
eda/describeEdaVersion
eda/renameEda
eda/deleteEda
eda/deleteEdaVersion
eda/getEdaCollinearity
eda/getEdaDataConsistency
eda/getCollinearityForFeature
eda/getFeatureAssociation
eda/getEdaForecastingAnalysis
batch_prediction/createBatchPrediction
batch_prediction/startBatchPrediction
batch_prediction/downloadBatchPredictionResultChunk
batch_prediction/getBatchPredictionConnectorErrors
batch_prediction/listBatchPredictions
batch_prediction/describeBatchPrediction
batch_prediction/listBatchPredictionVersions
batch_prediction/describeBatchPredictionVersion
batch_prediction/updateBatchPrediction
batch_prediction/setBatchPredictionFileConnectorOutput
batch_prediction/setBatchPredictionDatabaseConnectorOutput
batch_prediction/setBatchPredictionFeatureGroupOutput
batch_prediction/setBatchPredictionOutputToConsole
batch_prediction/setBatchPredictionFeatureGroup
batch_prediction/setBatchPredictionDatasetRemap
batch_prediction/deleteBatchPrediction
batch_prediction/getBatchPredictionVersionLogs
ai_chat/createChatSession
ai_chat/getChatSession
ai_chat/listChatSessions
ai_chat/deleteChatMessage
ai_chat/exportChatSession
ai_chat/renameChatSession
ai_chat/suggestAbacusApis
feature_group_template/createFeatureGroupTemplate
feature_group_template/deleteFeatureGroupTemplate
feature_group_template/describeFeatureGroupTemplate
feature_group_template/listFeatureGroupTemplates
feature_group_template/listProjectFeatureGroupTemplates
feature_group_template/updateFeatureGroupTemplate
feature_group_template/previewFeatureGroupTemplateResolution
feature_group_template/suggestFeatureGroupTemplateForFeatureGroup
feature_group/inferFeatureMappings
feature_group/createFeatureGroup
feature_group/createFeatureGroupFromTemplate
feature_group/createFeatureGroupFromFunction
feature_group/createSamplingFeatureGroup
feature_group/createMergeFeatureGroup
feature_group/createOperatorFeatureGroup
feature_group/createSnapshotFeatureGroup
feature_group/createOnlineFeatureGroup
feature_group/setFeatureGroupSamplingConfig
feature_group/setFeatureGroupMergeConfig
feature_group/setFeatureGroupOperatorConfig
feature_group/setFeatureGroupSchema
feature_group/getFeatureGroupSchema
feature_group/createFeature
feature_group/addFeatureGroupTag
feature_group/removeFeatureGroupTag
feature_group/addAnnotatableFeature
feature_group/setFeatureAsAnnotatableFeature
feature_group/setAnnotationStatusFeature
feature_group/unsetFeatureAsAnnotatableFeature
feature_group/addFeatureGroupAnnotationLabel
feature_group/removeFeatureGroupAnnotationLabel
feature_group/addFeatureTag
feature_group/removeFeatureTag
feature_group/createNestedFeature
feature_group/updateNestedFeature
feature_group/deleteNestedFeature
feature_group/createPointInTimeFeature
feature_group/updatePointInTimeFeature
feature_group/createPointInTimeGroup
feature_group/getPointInTimeFeatureGroupCreationOptions
feature_group/generatePointInTimeFeatures
feature_group/updatePointInTimeGroup
feature_group/deletePointInTimeGroup
feature_group/createPointInTimeGroupFeature
feature_group/updatePointInTimeGroupFeature
feature_group/setFeatureType
feature_group/concatenateFeatureGroupData
feature_group/removeConcatenationConfig
feature_group/describeFeatureGroup
feature_group/describeFeatureGroupByTableName
feature_group/setFeatureGroupIndexingConfig
feature_group/listFeatureGroups
feature_group/describeProjectFeatureGroup
feature_group/listProjectFeatureGroups
feature_group/listPythonFunctionFeatureGroups
feature_group/executeAsyncFeatureGroupOperation
feature_group/describeAsyncFeatureGroupOperation
feature_group/getExecuteFeatureGroupOperationResultPartCount
feature_group/downloadExecuteFeatureGroupOperationResultPartChunk
feature_group/updateFeatureGroup
feature_group/detachFeatureGroupFromTemplate
feature_group/updateFeatureGroupTemplateBindings
feature_group/updateFeatureGroupPythonFunctionBindings
feature_group/updateFeatureGroupPythonFunction
feature_group/updateFeatureGroupSqlDefinition
feature_group/updateDatasetFeatureGroupFeatureExpression
feature_group/updateFeatureGroupVersionLimit
feature_group/updateFeature
feature_group/exportFeatureGroupVersionToFileConnector
feature_group/exportFeatureGroupVersionToDatabaseConnector
feature_group/exportFeatureGroupVersionToConsole
feature_group/getFeatureGroupVersionExportDownloadUrl
feature_group/describeFeatureGroupExport
feature_group/listFeatureGroupExports
feature_group/getFeatureGroupExportConnectorErrors
feature_group/setFeatureGroupModifierLock
feature_group/listFeatureGroupModifiers
feature_group/addUserToFeatureGroupModifiers
feature_group/addOrganizationGroupToFeatureGroupModifiers
feature_group/removeUserFromFeatureGroupModifiers
feature_group/removeOrganizationGroupFromFeatureGroupModifiers
feature_group/deleteFeature
feature_group/deleteFeatureGroup
feature_group/deleteFeatureGroupVersion
feature_group/createFeatureGroupVersion
feature_group/getMaterializationLogs
feature_group/listFeatureGroupVersions
feature_group/describeFeatureGroupVersion
feature_group/getFeatureGroupVersionMetrics
feature_group/getFeatureGroupVersionLogs
feature_group/setFeatureGroupExportConnectorConfig
feature_group/setExportOnMaterialization
feature_group/upsertData
feature_group/deleteData
feature_group/getData
model_monitoring/createModelMonitor
model_monitoring/rerunModelMonitor
model_monitoring/listModelMonitors
model_monitoring/describeModelMonitor
model_monitoring/getPredictionDrift
model_monitoring/getModelMonitorSummary
model_monitoring/listModelMonitorVersions
model_monitoring/describeModelMonitorVersion
model_monitoring/renameModelMonitor
model_monitoring/deleteModelMonitor
model_monitoring/deleteModelMonitorVersion
model_monitoring/modelMonitorVersionMetricData
model_monitoring/listOrganizationModelMonitors
model_monitoring/getModelMonitorChartFromOrganization
model_monitoring/getModelMonitorSummaryFromOrganization
model_monitoring/createVisionDriftMonitor
model_monitoring/createNlpDriftMonitor
model_monitoring/createForecastingMonitor
model_monitoring/createMonitorAlert
model_monitoring/updateMonitorAlert
model_monitoring/describeMonitorAlert
model_monitoring/describeMonitorAlertVersion
model_monitoring/runMonitorAlert
model_monitoring/listMonitorAlertsForMonitor
model_monitoring/listMonitorAlertVersionsForMonitorVersion
model_monitoring/deleteMonitorAlert
database_connectors/listDatabaseConnectors
database_connectors/listDatabaseConnectorObjects
database_connectors/getDatabaseConnectorObjectSchema
database_connectors/renameDatabaseConnector
database_connectors/verifyDatabaseConnector
database_connectors/deleteDatabaseConnector
database_connectors/queryDatabaseConnector
feature_group_row_process/describeFeatureGroupRowProcessByKey
feature_group_row_process/listFeatureGroupRowProcesses
feature_group_row_process/getFeatureGroupRowProcessSummary
feature_group_row_process/resetFeatureGroupRowProcessByKey
feature_group_row_process/getFeatureGroupRowProcessLogsByKey
document_retrievers/createDocumentRetriever
document_retrievers/renameDocumentRetriever
document_retrievers/createDocumentRetrieverVersion
document_retrievers/listDocumentRetrievers
document_retrievers/describeDocumentRetriever
document_retrievers/describeDocumentRetrieverByName
document_retrievers/deleteDocumentRetriever
document_retrievers/deleteDocumentRetrieverVersion
document_retrievers/listDocumentRetrieverVersions
document_retrievers/describeDocumentRetrieverVersion
document_retrievers/getMatchingDocuments
document_retrievers/getDocumentSnippet
document_retrievers/restartDocumentRetriever
document_retrievers/getRelevantSnippets
prediction_operator/createPredictionOperator
prediction_operator/describePredictionOperator
prediction_operator/listPredictionOperators
prediction_operator/updatePredictionOperator
prediction_operator/deletePredictionOperator
prediction_operator/deployPredictionOperator
prediction_operator/createPredictionOperatorVersion
prediction_operator/listPredictionOperatorVersions
prediction_operator/deletePredictionOperatorVersion
custom_metric/createCustomMetric
custom_metric/describeCustomMetric
custom_metric/updateCustomMetric
custom_metric/deleteCustomMetric
custom_metric/describeCustomMetricVersion
custom_metric/listCustomMetrics
streaming/createStreamingDataset
streaming/createStreamingToken
streaming/listStreamingTokens
streaming/deleteStreamingToken
streaming/getRecentFeatureGroupStreamedData
streaming/upsertItemEmbeddings
streaming/deleteItemEmbeddings
streaming/upsertMultipleItemEmbeddings
streaming/appendData
streaming/appendMultipleData
API Reference
API Reference
project/createProject
project/listUseCases
project/describeUseCaseRequirements
project/describeProject
project/listProjects
project/renameProject
project/deleteProject
project/addProjectTags
project/removeProjectTags
project/addFeatureGroupToProject
project/setProjectFeatureGroupConfig
project/getProjectFeatureGroupConfig
project/removeFeatureGroupFromProject
project/setFeatureGroupType
project/setFeatureMapping
project/validateProject
refresh/createRefreshPolicy
refresh/deleteRefreshPolicy
refresh/describeRefreshPolicy
refresh/describeRefreshPipelineRun
refresh/listRefreshPolicies
refresh/listRefreshPipelineRuns
refresh/pauseRefreshPolicy
refresh/resumeRefreshPolicy
refresh/runRefreshPolicy
refresh/updateRefreshPolicy
streaming_connectors/verifyStreamingConnector
streaming_connectors/renameStreamingConnector
streaming_connectors/deleteStreamingConnector
streaming_connectors/listStreamingConnectors
organization/addUserToOrganization
organization/listApiKeys
organization/listOrganizationUsers
organization/describeUser
organization/listOrganizationGroups
organization/createOrganizationGroup
organization/describeOrganizationGroup
organization/addOrganizationGroupPermission
organization/removeOrganizationGroupPermission
organization/deleteOrganizationGroup
organization/addUserToOrganizationGroup
organization/removeUserFromOrganizationGroup
organization/setDefaultOrganizationGroup
organization/deleteApiKey
organization/removeUserFromOrganization
organization/sendEmail
code_completion/queryFeatureGroupCodeGenerator
holdout_analysis/createHoldoutAnalysis
holdout_analysis/rerunHoldoutAnalysis
holdout_analysis/listHoldoutAnalysis
holdout_analysis/describeHoldoutAnalysis
holdout_analysis/listHoldoutAnalysisVersions
holdout_analysis/describeHoldoutAnalysisVersion
secrets/createOrganizationSecret
secrets/getOrganizationSecret
secrets/deleteOrganizationSecret
secrets/updateOrganizationSecret
secrets/listOrganizationSecrets
pipelines/createPipeline
pipelines/describePipeline
pipelines/describePipelineByName
pipelines/updatePipeline
pipelines/renamePipeline
pipelines/deletePipeline
pipelines/listPipelines
pipelines/describePipelineVersion
pipelines/listPipelineVersions
pipelines/runPipeline
pipelines/resetPipelineVersion
pipelines/createPipelineStep
pipelines/deletePipelineStep
pipelines/updatePipelineStep
pipelines/renamePipelineStep
pipelines/describePipelineStep
pipelines/describePipelineStepByName
pipelines/describePipelineStepVersion
pipelines/unsetPipelineRefreshSchedule
pipelines/pausePipelineRefreshSchedule
pipelines/resumePipelineRefreshSchedule
pipelines/listPipelineVersionLogs
pipelines/getStepVersionLogs
pipelines/skipPendingPipelineVersionSteps
predict/lookupFeatures
predict/predict
predict/predictMultiple
predict/predictFromDatasets
predict/predictLead
predict/predictChurn
predict/predictTakeover
predict/predictFraud
predict/predictClass
predict/predictTarget
predict/getAnomalies
predict/getTimeseriesAnomalies
predict/isAnomaly
predict/getEventAnomalyScore
predict/getForecast
predict/getKNearest
predict/getMultipleKNearest
predict/getLabels
predict/getEntitiesFromPDF
predict/getRecommendations
predict/getPersonalizedRanking
predict/getRankedItems
predict/getRelatedItems
predict/getChatResponse
predict/getChatResponseWithBinaryData
predict/getStreamingChatResponse
predict/getStreamingConversationResponse
predict/getConversationResponse
predict/getConversationResponseWithBinaryData
predict/getSearchResults
predict/getSentiment
predict/getEntailment
predict/getClassification
predict/getSummary
predict/predictLanguage
predict/getAssignments
predict/getAlternativeAssignments
predict/getAssignmentsOnlineWithNewSerializedInputs
predict/checkConstraints
predict/predictWithBinaryData
predict/describeImage
predict/getTextFromDocument
predict/transcribeAudio
predict/classifyImage
predict/classifyPDF
predict/getCluster
predict/getObjectsFromImage
predict/scoreImage
predict/transferStyle
predict/generateImage
predict/executeAgent
predict/getMatrixAgentSchema
predict/executeConversationAgent
predict/lookupMatches
predict/getCompletion
predict/executeAgentWithBinaryData
predict/startAutonomousAgent
predict/pauseAutonomousAgent
natural_language_explanation/getNaturalLanguageExplanation
natural_language_explanation/generateNaturalLanguageExplanation
natural_language_explanation/setNaturalLanguageExplanation
python_function/createPythonFunction
python_function/describePythonFunction
python_function/updatePythonFunction
python_function/deletePythonFunction
python_function/listPythonFunctions
deployment_conversations/createDeploymentConversation
deployment_conversations/getDeploymentConversation
deployment_conversations/listDeploymentConversations
deployment_conversations/deleteDeploymentConversation
deployment_conversations/clearDeploymentConversation
deployment_conversations/setDeploymentConversationFeedback
deployment_conversations/renameDeploymentConversation
deployment_conversations/exportDeploymentConversation
application_connectors/renameApplicationConnector
application_connectors/deleteApplicationConnector
application_connectors/listApplicationConnectors
application_connectors/listApplicationConnectorObjects
application_connectors/verifyApplicationConnector
application_connectors/getConnectorAuth
external_app/createAppUserGroup
external_app/getAppUserGroup
external_app/deleteAppUserGroup
external_app/inviteUsersToAppUserGroup
external_app/addUsersToAppUserGroup
external_app/removeUsersFromAppUserGroup
external_app/addAppUserGroupReportPermission
external_app/removeAppUserGroupReportPermission
external_app/addAppUserGroupToExternalApplication
external_app/removeAppUserGroupFromExternalApplication
external_app/createExternalApplication
external_app/updateExternalApplication
external_app/describeExternalApplication
external_app/listExternalApplications
external_app/deleteExternalApplication
llm_apps/getLLMAppResponse
llm_apps/listLLMApps
webhooks/createDeploymentWebhook
webhooks/describeWebhook
webhooks/listDeploymentWebhooks
webhooks/updateWebhook
webhooks/deleteWebhook
file_connectors/getFileConnectorInstructions
file_connectors/listFileConnectors
file_connectors/verifyFileConnector
file_connectors/deleteFileConnector
file_connectors/setAzureBlobConnectionString
module/createModule
module/deleteModule
module/describeModule
module/updateModule
module/listModules
ai_agents/createAgent
ai_agents/updateAgent
ai_agents/downloadAgentAttachment
ai_agents/generateAgentCode
ai_agents/describeAgent
ai_agents/describeAgentVersion
ai_agents/evaluatePrompt
ai_agents/searchFeatureGroups
ai_agents/renderFeatureGroupsForLLM
ai_agents/generateCodeForDataQueryUsingLLM
ai_agents/extractDataUsingLLM
ai_agents/searchWebForLLM
ai_agents/fetchWebPage
ai_agents/constructAgentConversationMessagesForLLM
ai_agents/listAgents
ai_agents/listAgentVersions
ai_agents/validateWorkflowGraph
ai_agents/extractAgentWorkflowInformation
ai_agents/copyAgent
feature_drift/getDriftForFeature
feature_drift/getOutliersForFeature
feature_drift/getDeploymentStatisticsOverTime
annotations/addAnnotation
annotations/describeAnnotation
annotations/verifyAndDescribeAnnotation
annotations/updateAnnotationStatus
annotations/getDocumentToAnnotate
annotations/getAnnotationsStatus
annotations/importAnnotationLabels
model/getTrainingConfigOptions
model/describeTrainTestDataSplitFeatureGroup
model/describeTrainTestDataSplitFeatureGroupVersion
model/createTrainTestDataSplitFeatureGroup
model/trainModel
model/createModelFromPython
model/listModels
model/describeModel
model/renameModel
model/updatePythonModel
model/updatePythonModelZip
model/updatePythonModelGit
model/setModelTrainingConfig
model/setModelObjective
model/setModelPredictionParams
model/getModelMetrics
model/getFeatureGroupSchemasForModelVersion
model/listModelVersions
model/retrainModel
model/deleteModel
model/deleteModelVersion
model/exportModelArtifactAsFeatureGroup
model/describeModelVersion
model/getFeatureImportanceByModelVersion
model/getTrainingDataLogs
model/setDefaultModelAlgorithm
model/getTrainingLogs
model/getCustomTrainFunctionInfo
model/exportCustomModelVersion
model/describeModelArtifactsExport
model/listModelArtifactsExports
documentation/describeProblemType
algorithm/createAlgorithm
algorithm/deleteAlgorithm
algorithm/describeAlgorithm
algorithm/updateAlgorithm
algorithm/listAlgorithms
algorithm/listBuiltinAlgorithms
user/getAppUserGroupSignInToken
upload/cancelUpload
upload/uploadPart
upload/markUploadComplete
upload/listUploads
upload/describeUpload
custom_loss_function/createCustomLossFunctionWithSourceCode
custom_loss_function/describeCustomLossFunction
custom_loss_function/updateCustomLossFunctionWithSourceCode
custom_loss_function/deleteCustomLossFunction
custom_loss_function/listCustomLossFunctions
dataset/createDatasetFromFileConnector
dataset/createDatasetVersionFromFileConnector
dataset/createDatasetFromDatabaseConnector
dataset/createDatasetFromApplicationConnector
dataset/createDatasetVersionFromDatabaseConnector
dataset/createDatasetVersionFromApplicationConnector
dataset/createDatasetFromUpload
dataset/createDatasetVersionFromUpload
dataset/createDatasetVersionFromDocumentReprocessing
dataset/createRealtimeContentStore
dataset/snapshotStreamingData
dataset/setDatasetColumnDataType
dataset/createDatasetFromStreamingConnector
dataset/setStreamingRetentionPolicy
dataset/getDatasetSchema
dataset/setDatasetDatabaseConnectorConfig
dataset/getDatasetVersionMetrics
dataset/updateDatasetVersionLimit
dataset/listDatasets
dataset/describeDataset
dataset/describeDatasetVersion
dataset/listDatasetVersions
dataset/deleteDataset
dataset/deleteDatasetVersion
dataset/getDatasetVersionLogs
docstore/getDocstoreDocument
docstore/getDocstoreImage
docstore/getDocstorePageData
docstore/getDocstoreDocumentData
docstore/extractDocumentData
deployment/createDeployment
deployment/createDeploymentToken
deployment/describeDeployment
deployment/listDeployments
deployment/listDeploymentTokens
deployment/updateDeployment
deployment/renameDeployment
deployment/setAutoDeployment
deployment/setDeploymentModelVersion
deployment/setDeploymentFeatureGroupVersion
deployment/setDeploymentPredictionOperatorVersion
deployment/startDeployment
deployment/stopDeployment
deployment/deleteDeployment
deployment/deleteDeploymentToken
deployment/getApiEndpoint
deployment/setDeploymentFeatureGroupExportFileConnectorOutput
deployment/setDeploymentFeatureGroupExportDatabaseConnectorOutput
deployment/removeDeploymentFeatureGroupExportOutput
deployment/getModelTrainingTypesForDeployment
deployment/setDefaultPredictionArguments
deployment/getPredictionLogsRecords
deployment/createDeploymentAlert
deployment/listDeploymentAlerts
deployment/createRealtimeMonitor
deployment/updateRealtimeMonitor
deployment/listRealtimeMonitors
deployment/describeRealtimeMonitor
deployment/deleteRealtimeMonitor
graph_dashboard/createGraphDashboard
graph_dashboard/describeGraphDashboard
graph_dashboard/listGraphDashboards
graph_dashboard/deleteGraphDashboard
graph_dashboard/updateGraphDashboard
graph_dashboard/addGraphToDashboard
graph_dashboard/updateGraphToDashboard
graph_dashboard/deleteGraphFromDashboard
graph_dashboard/describeGraphForDashboard
eda/createEda
eda/rerunEda
eda/listEda
eda/describeEda
eda/listEdaVersions
eda/describeEdaVersion
eda/renameEda
eda/deleteEda
eda/deleteEdaVersion
eda/getEdaCollinearity
eda/getEdaDataConsistency
eda/getCollinearityForFeature
eda/getFeatureAssociation
eda/getEdaForecastingAnalysis
batch_prediction/createBatchPrediction
batch_prediction/startBatchPrediction
batch_prediction/downloadBatchPredictionResultChunk
batch_prediction/getBatchPredictionConnectorErrors
batch_prediction/listBatchPredictions
batch_prediction/describeBatchPrediction
batch_prediction/listBatchPredictionVersions
batch_prediction/describeBatchPredictionVersion
batch_prediction/updateBatchPrediction
batch_prediction/setBatchPredictionFileConnectorOutput
batch_prediction/setBatchPredictionDatabaseConnectorOutput
batch_prediction/setBatchPredictionFeatureGroupOutput
batch_prediction/setBatchPredictionOutputToConsole
batch_prediction/setBatchPredictionFeatureGroup
batch_prediction/setBatchPredictionDatasetRemap
batch_prediction/deleteBatchPrediction
batch_prediction/getBatchPredictionVersionLogs
ai_chat/createChatSession
ai_chat/getChatSession
ai_chat/listChatSessions
ai_chat/deleteChatMessage
ai_chat/exportChatSession
ai_chat/renameChatSession
ai_chat/suggestAbacusApis
feature_group_template/createFeatureGroupTemplate
feature_group_template/deleteFeatureGroupTemplate
feature_group_template/describeFeatureGroupTemplate
feature_group_template/listFeatureGroupTemplates
feature_group_template/listProjectFeatureGroupTemplates
feature_group_template/updateFeatureGroupTemplate
feature_group_template/previewFeatureGroupTemplateResolution
feature_group_template/suggestFeatureGroupTemplateForFeatureGroup
feature_group/inferFeatureMappings
feature_group/createFeatureGroup
feature_group/createFeatureGroupFromTemplate
feature_group/createFeatureGroupFromFunction
feature_group/createSamplingFeatureGroup
feature_group/createMergeFeatureGroup
feature_group/createOperatorFeatureGroup
feature_group/createSnapshotFeatureGroup
feature_group/createOnlineFeatureGroup
feature_group/setFeatureGroupSamplingConfig
feature_group/setFeatureGroupMergeConfig
feature_group/setFeatureGroupOperatorConfig
feature_group/setFeatureGroupSchema
feature_group/getFeatureGroupSchema
feature_group/createFeature
feature_group/addFeatureGroupTag
feature_group/removeFeatureGroupTag
feature_group/addAnnotatableFeature
feature_group/setFeatureAsAnnotatableFeature
feature_group/setAnnotationStatusFeature
feature_group/unsetFeatureAsAnnotatableFeature
feature_group/addFeatureGroupAnnotationLabel
feature_group/removeFeatureGroupAnnotationLabel
feature_group/addFeatureTag
feature_group/removeFeatureTag
feature_group/createNestedFeature
feature_group/updateNestedFeature
feature_group/deleteNestedFeature
feature_group/createPointInTimeFeature
feature_group/updatePointInTimeFeature
feature_group/createPointInTimeGroup
feature_group/getPointInTimeFeatureGroupCreationOptions
feature_group/generatePointInTimeFeatures
feature_group/updatePointInTimeGroup
feature_group/deletePointInTimeGroup
feature_group/createPointInTimeGroupFeature
feature_group/updatePointInTimeGroupFeature
feature_group/setFeatureType
feature_group/concatenateFeatureGroupData
feature_group/removeConcatenationConfig
feature_group/describeFeatureGroup
feature_group/describeFeatureGroupByTableName
feature_group/setFeatureGroupIndexingConfig
feature_group/listFeatureGroups
feature_group/describeProjectFeatureGroup
feature_group/listProjectFeatureGroups
feature_group/listPythonFunctionFeatureGroups
feature_group/executeAsyncFeatureGroupOperation
feature_group/describeAsyncFeatureGroupOperation
feature_group/getExecuteFeatureGroupOperationResultPartCount
feature_group/downloadExecuteFeatureGroupOperationResultPartChunk
feature_group/updateFeatureGroup
feature_group/detachFeatureGroupFromTemplate
feature_group/updateFeatureGroupTemplateBindings
feature_group/updateFeatureGroupPythonFunctionBindings
feature_group/updateFeatureGroupPythonFunction
feature_group/updateFeatureGroupSqlDefinition
feature_group/updateDatasetFeatureGroupFeatureExpression
feature_group/updateFeatureGroupVersionLimit
feature_group/updateFeature
feature_group/exportFeatureGroupVersionToFileConnector
feature_group/exportFeatureGroupVersionToDatabaseConnector
feature_group/exportFeatureGroupVersionToConsole
feature_group/getFeatureGroupVersionExportDownloadUrl
feature_group/describeFeatureGroupExport
feature_group/listFeatureGroupExports
feature_group/getFeatureGroupExportConnectorErrors
feature_group/setFeatureGroupModifierLock
feature_group/listFeatureGroupModifiers
feature_group/addUserToFeatureGroupModifiers
feature_group/addOrganizationGroupToFeatureGroupModifiers
feature_group/removeUserFromFeatureGroupModifiers
feature_group/removeOrganizationGroupFromFeatureGroupModifiers
feature_group/deleteFeature
feature_group/deleteFeatureGroup
feature_group/deleteFeatureGroupVersion
feature_group/createFeatureGroupVersion
feature_group/getMaterializationLogs
feature_group/listFeatureGroupVersions
feature_group/describeFeatureGroupVersion
feature_group/getFeatureGroupVersionMetrics
feature_group/getFeatureGroupVersionLogs
feature_group/setFeatureGroupExportConnectorConfig
feature_group/setExportOnMaterialization
feature_group/upsertData
feature_group/deleteData
feature_group/getData
model_monitoring/createModelMonitor
model_monitoring/rerunModelMonitor
model_monitoring/listModelMonitors
model_monitoring/describeModelMonitor
model_monitoring/getPredictionDrift
model_monitoring/getModelMonitorSummary
model_monitoring/listModelMonitorVersions
model_monitoring/describeModelMonitorVersion
model_monitoring/renameModelMonitor
model_monitoring/deleteModelMonitor
model_monitoring/deleteModelMonitorVersion
model_monitoring/modelMonitorVersionMetricData
model_monitoring/listOrganizationModelMonitors
model_monitoring/getModelMonitorChartFromOrganization
model_monitoring/getModelMonitorSummaryFromOrganization
model_monitoring/createVisionDriftMonitor
model_monitoring/createNlpDriftMonitor
model_monitoring/createForecastingMonitor
model_monitoring/createMonitorAlert
model_monitoring/updateMonitorAlert
model_monitoring/describeMonitorAlert
model_monitoring/describeMonitorAlertVersion
model_monitoring/runMonitorAlert
model_monitoring/listMonitorAlertsForMonitor
model_monitoring/listMonitorAlertVersionsForMonitorVersion
model_monitoring/deleteMonitorAlert
database_connectors/listDatabaseConnectors
database_connectors/listDatabaseConnectorObjects
database_connectors/getDatabaseConnectorObjectSchema
database_connectors/renameDatabaseConnector
database_connectors/verifyDatabaseConnector
database_connectors/deleteDatabaseConnector
database_connectors/queryDatabaseConnector
feature_group_row_process/describeFeatureGroupRowProcessByKey
feature_group_row_process/listFeatureGroupRowProcesses
feature_group_row_process/getFeatureGroupRowProcessSummary
feature_group_row_process/resetFeatureGroupRowProcessByKey
feature_group_row_process/getFeatureGroupRowProcessLogsByKey
document_retrievers/createDocumentRetriever
document_retrievers/renameDocumentRetriever
document_retrievers/createDocumentRetrieverVersion
document_retrievers/listDocumentRetrievers
document_retrievers/describeDocumentRetriever
document_retrievers/describeDocumentRetrieverByName
document_retrievers/deleteDocumentRetriever
document_retrievers/deleteDocumentRetrieverVersion
document_retrievers/listDocumentRetrieverVersions
document_retrievers/describeDocumentRetrieverVersion
document_retrievers/getMatchingDocuments
document_retrievers/getDocumentSnippet
document_retrievers/restartDocumentRetriever
document_retrievers/getRelevantSnippets
prediction_operator/createPredictionOperator
prediction_operator/describePredictionOperator
prediction_operator/listPredictionOperators
prediction_operator/updatePredictionOperator
prediction_operator/deletePredictionOperator
prediction_operator/deployPredictionOperator
prediction_operator/createPredictionOperatorVersion
prediction_operator/listPredictionOperatorVersions
prediction_operator/deletePredictionOperatorVersion
custom_metric/createCustomMetric
custom_metric/describeCustomMetric
custom_metric/updateCustomMetric
custom_metric/deleteCustomMetric
custom_metric/describeCustomMetricVersion
custom_metric/listCustomMetrics
streaming/createStreamingDataset
streaming/createStreamingToken
streaming/listStreamingTokens
streaming/deleteStreamingToken
streaming/getRecentFeatureGroupStreamedData
streaming/upsertItemEmbeddings
streaming/deleteItemEmbeddings
streaming/upsertMultipleItemEmbeddings
streaming/appendData
streaming/appendMultipleData
Introduction to AI Agents
Learning Objectives
GenAI Applications:
How to create custom GenAI-driven applications.
LangChain Language:
Using LangChain-like language for application logic.
Custom UX:
Customizing user experience based on tasks.
Watch the Tutorial
Additional Resources
Abacus.AI Blog
GenAI API commands you need to familiarise yourself with
JSON Schema Playground for AI Agents
Workflow Editor for AI Agents
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