Data Sources

List Pipeline Data Sources

$ llamacloud-prod pipelines:data-sources get-data-sources

GET/api/v1/pipelines/{pipeline_id}/data-sources

Add Data Sources To Pipeline

$ llamacloud-prod pipelines:data-sources update-data-sources

PUT/api/v1/pipelines/{pipeline_id}/data-sources

Update Pipeline Data Source

$ llamacloud-prod pipelines:data-sources update

PUT/api/v1/pipelines/{pipeline_id}/data-sources/{data_source_id}

Get Pipeline Data Source Status

$ llamacloud-prod pipelines:data-sources get-status

GET/api/v1/pipelines/{pipeline_id}/data-sources/{data_source_id}/status

Sync Pipeline Data Source

$ llamacloud-prod pipelines:data-sources sync

POST/api/v1/pipelines/{pipeline_id}/data-sources/{data_source_id}/sync

ModelsExpand Collapse

pipeline_data_source: object { id, component, data_source_id, 13 more }

Schema for a data source in a pipeline.

id: string

Unique identifier

component: map[unknown] or CloudS3DataSource { bucket, aws_access_id, aws_access_secret, 5 more } or CloudAzStorageBlobDataSource { account_url, container_name, account_key, 8 more } or 9 more

Component that implements the data source

union_member_0: map[unknown]

cloud_s3_data_source: object { bucket, aws_access_id, aws_access_secret, 5 more }

bucket: string

The name of the S3 bucket to read from.

aws_access_id: optional string

The AWS access ID to use for authentication.

aws_access_secret: optional string

The AWS access secret to use for authentication.

class_name: optional string

prefix: optional string

The prefix of the S3 objects to read from.

regex_pattern: optional string

The regex pattern to filter S3 objects. Must be a valid regex pattern.

s3_endpoint_url: optional string

The S3 endpoint URL to use for authentication.

supports_access_control: optional boolean

cloud_az_storage_blob_data_source: object { account_url, container_name, account_key, 8 more }

account_url: string

The Azure Storage Blob account URL to use for authentication.

container_name: string

The name of the Azure Storage Blob container to read from.

account_key: optional string

The Azure Storage Blob account key to use for authentication.

account_name: optional string

The Azure Storage Blob account name to use for authentication.

blob: optional string

The blob name to read from.

class_name: optional string

client_id: optional string

The Azure AD client ID to use for authentication.

client_secret: optional string

The Azure AD client secret to use for authentication.

prefix: optional string

The prefix of the Azure Storage Blob objects to read from.

supports_access_control: optional boolean

tenant_id: optional string

The Azure AD tenant ID to use for authentication.

cloud_google_drive_data_source: object { folder_id, class_name, service_account_key, supports_access_control }

folder_id: string

The ID of the Google Drive folder to read from.

class_name: optional string

service_account_key: optional map[string]

A dictionary containing secret values

supports_access_control: optional boolean

cloud_one_drive_data_source: object { client_id, client_secret, tenant_id, 6 more }

client_id: string

The client ID to use for authentication.

client_secret: string

The client secret to use for authentication.

tenant_id: string

The tenant ID to use for authentication.

user_principal_name: string

The user principal name to use for authentication.

class_name: optional string

folder_id: optional string

The ID of the OneDrive folder to read from.

folder_path: optional string

The path of the OneDrive folder to read from.

required_exts: optional array of string

The list of required file extensions.

supports_access_control: optional true

true

cloud_sharepoint_data_source: object { client_id, client_secret, tenant_id, 11 more }

client_id: string

The client ID to use for authentication.

client_secret: string

The client secret to use for authentication.

tenant_id: string

The tenant ID to use for authentication.

class_name: optional string

drive_name: optional string

The name of the Sharepoint drive to read from.

exclude_path_patterns: optional array of string

List of regex patterns for file paths to exclude. Files whose paths (including filename) match any pattern will be excluded. Example: ['/temp/', '/backup/', '.git/', '.tmp$', '^~']

folder_id: optional string

The ID of the Sharepoint folder to read from.

folder_path: optional string

The path of the Sharepoint folder to read from.

get_permissions: optional boolean

Whether to get permissions for the sharepoint site.

include_path_patterns: optional array of string

List of regex patterns for file paths to include. Full paths (including filename) must match at least one pattern to be included. Example: ['/reports/', '/docs/..pdf$', '^Report..pdf$']

required_exts: optional array of string

The list of required file extensions.

site_id: optional string

The ID of the SharePoint site to download from.

site_name: optional string

The name of the SharePoint site to download from.

supports_access_control: optional true

true

cloud_slack_data_source: object { slack_token, channel_ids, channel_patterns, 6 more }

slack_token: string

Slack Bot Token.

channel_ids: optional string

Slack Channel.

channel_patterns: optional string

Slack Channel name pattern.

class_name: optional string

earliest_date: optional string

Earliest date.

earliest_date_timestamp: optional number

Earliest date timestamp.

latest_date: optional string

Latest date.

latest_date_timestamp: optional number

Latest date timestamp.

supports_access_control: optional boolean

cloud_notion_page_data_source: object { integration_token, class_name, database_ids, 2 more }

integration_token: string

The integration token to use for authentication.

class_name: optional string

database_ids: optional string

The Notion Database Id to read content from.

page_ids: optional string

The Page ID's of the Notion to read from.

supports_access_control: optional boolean

cloud_confluence_data_source: object { authentication_mechanism, server_url, api_token, 10 more }

authentication_mechanism: string

Type of Authentication for connecting to Confluence APIs.

server_url: string

The server URL of the Confluence instance.

api_token: optional string

The API token to use for authentication.

class_name: optional string

cql: optional string

The CQL query to use for fetching pages.

failure_handling: optional object { skip_list_failures }

Configuration for handling failures during processing. Key-value object controlling failure handling behaviors.

Example: { "skip_list_failures": true }

Currently supports:

skip_list_failures: Skip failed batches/lists and continue processing

skip_list_failures: optional boolean

Whether to skip failed batches/lists and continue processing

index_restricted_pages: optional boolean

Whether to index restricted pages.

keep_markdown_format: optional boolean

Whether to keep the markdown format.

label: optional string

The label to use for fetching pages.

page_ids: optional string

The page IDs of the Confluence to read from.

space_key: optional string

The space key to read from.

supports_access_control: optional boolean

user_name: optional string

The username to use for authentication.

cloud_jira_data_source: object { authentication_mechanism, query, api_token, 5 more }

Cloud Jira Data Source integrating JiraReader.

authentication_mechanism: string

Type of Authentication for connecting to Jira APIs.

query: string

JQL (Jira Query Language) query to search.

api_token: optional string

The API/ Access Token used for Basic, PAT and OAuth2 authentication.

class_name: optional string

cloud_id: optional string

The cloud ID, used in case of OAuth2.

email: optional string

The email address to use for authentication.

server_url: optional string

The server url for Jira Cloud.

supports_access_control: optional boolean

cloud_jira_data_source_v2: object { authentication_mechanism, query, server_url, 10 more }

Cloud Jira Data Source integrating JiraReaderV2.

authentication_mechanism: string

Type of Authentication for connecting to Jira APIs.

query: string

JQL (Jira Query Language) query to search.

server_url: string

The server url for Jira Cloud.

api_token: optional string

The API Access Token used for Basic, PAT and OAuth2 authentication.

api_version: optional "2" or "3"

Jira REST API version to use (2 or 3). 3 supports Atlassian Document Format (ADF).

"2"

"3"

class_name: optional string

cloud_id: optional string

The cloud ID, used in case of OAuth2.

email: optional string

The email address to use for authentication.

expand: optional string

Fields to expand in the response.

fields: optional array of string

List of fields to retrieve from Jira. If None, retrieves all fields.

get_permissions: optional boolean

Whether to fetch project role permissions and issue-level security

requests_per_minute: optional number

Rate limit for Jira API requests per minute.

supports_access_control: optional boolean

cloud_box_data_source: object { authentication_mechanism, class_name, client_id, 6 more }

authentication_mechanism: "developer_token" or "ccg"

The type of authentication to use (Developer Token or CCG)

"developer_token"

"ccg"

class_name: optional string

client_id: optional string

Box API key used for identifying the application the user is authenticating with

client_secret: optional string

Box API secret used for making auth requests.

developer_token: optional string

Developer token for authentication if authentication_mechanism is 'developer_token'.

enterprise_id: optional string

Box Enterprise ID, if provided authenticates as service.

folder_id: optional string

The ID of the Box folder to read from.

supports_access_control: optional boolean

user_id: optional string

Box User ID, if provided authenticates as user.

data_source_id: string

The ID of the data source.

last_synced_at: string

The last time the data source was automatically synced.

name: string

The name of the data source.

pipeline_id: string

The ID of the pipeline.

project_id: string

source_type: "S3" or "AZURE_STORAGE_BLOB" or "GOOGLE_DRIVE" or 8 more

"S3"

"AZURE_STORAGE_BLOB"

"GOOGLE_DRIVE"

"MICROSOFT_ONEDRIVE"

"MICROSOFT_SHAREPOINT"

"SLACK"

"NOTION_PAGE"

"CONFLUENCE"

"JIRA"

"JIRA_V2"

"BOX"

created_at: optional string

Creation datetime

custom_metadata: optional map[map[unknown] or array of unknown or string or 2 more]

Custom metadata that will be present on all data loaded from the data source

union_member_0: map[unknown]

union_member_1: array of unknown

union_member_2: string

union_member_3: number

union_member_4: boolean

status: optional "NOT_STARTED" or "IN_PROGRESS" or "SUCCESS" or 2 more

The status of the data source in the pipeline.

"NOT_STARTED"

"IN_PROGRESS"

"SUCCESS"

"ERROR"

"CANCELLED"

status_updated_at: optional string

The last time the status was updated.

sync_interval: optional number

The interval at which the data source should be synced.

sync_schedule_set_by: optional string

The id of the user who set the sync schedule.

updated_at: optional string

Update datetime

version_metadata: optional object { reader_version }

Version metadata for the data source

reader_version: optional "1.0" or "2.0" or "2.1"

The version of the reader to use for this data source.

"1.0"

"2.0"

"2.1"