Connectors

DocIntel provides source connectors for batch-pulling documents from enterprise platforms, plus a generic webhook endpoint for push-based ingestion.

Available connectors

Connector	Auth	Protocol
Microsoft SharePoint	Azure AD service principal	Batch pull + change webhooks
Atlassian Confluence	API token	Batch pull by space key
AWS S3	IAM credentials / instance profile	Batch pull with prefix + glob filter
Generic webhook	Bearer token (header)	POST file bytes or URL

SharePoint

Trigger a full SharePoint library sync via the API:

curl -X POST http://localhost:8200/connectors/sync/sharepoint \
  -H "Authorization: Bearer $API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "site_url": "https://myorg.sharepoint.com/sites/mysite",
    "library": "Documents",
    "profile": "general",
    "recursive": true
  }'

Configuration

Variable	Description
SHAREPOINT__TENANT_ID	Azure AD tenant ID
SHAREPOINT__CLIENT_ID	App registration client ID
SHAREPOINT__CLIENT_SECRET	App registration client secret

Change webhooks

SharePoint can also push change notifications to DocIntel:

POST /connectors/webhook/sharepoint

The webhook validates the SharePoint validation token on subscription, then processes file change events.

Confluence

Sync all pages in a Confluence space:

curl -X POST http://localhost:8200/connectors/sync/confluence \
  -H "Authorization: Bearer $API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "base_url": "https://myorg.atlassian.net/wiki",
    "space_key": "ENG",
    "profile": "scientific"
  }'

Configuration

Variable	Description
CONFLUENCE__USER	Atlassian account email
CONFLUENCE__API_TOKEN	Atlassian API token

Confluence webhooks

POST /connectors/webhook/confluence

Receives page create/update events from Confluence webhooks.

AWS S3

Sync documents from an S3 bucket with optional prefix and glob filter:

curl -X POST http://localhost:8200/connectors/sync/s3 \
  -H "Authorization: Bearer $API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "bucket": "my-bucket",
    "prefix": "reports/2026/",
    "glob": "*.pdf",
    "profile": "financial"
  }'

Authentication

S3 uses standard AWS credential chain:

• Environment variables (AWS_ACCESS_KEY_ID, AWS_SECRET_ACCESS_KEY)
• Instance profile (IAM role on EC2/ECS)
• Shared credentials file

Generic webhook

For any external system, POST a file or URL reference:

# POST a URL reference
curl -X POST http://localhost:8200/connectors/webhook \
  -H "Authorization: Bearer $API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "url": "https://internal-dms.example.com/doc/12345.docx",
    "profile": "contract",
    "metadata": {
      "source": "my-dms",
      "doc_id": "12345"
    }
  }'

Incremental processing

All connectors benefit from incremental processing. When a connector sync re-encounters unchanged documents, they are skipped entirely — zero LLM cost.

Connector	Without incremental	With incremental
SharePoint sync	Re-processes all docs	Only new/modified docs
Confluence sync	Re-processes all pages	Only updated pages
S3 sync	Re-processes all objects	Only new objects
Webhook retry	Full extraction	Instant cached response

License tier requirements

Feature	Beta	Pro	Enterprise
S3 connector	✅	✅	✅
Webhook	✅	✅	✅
SharePoint	❌	✅	✅
Confluence	❌	✅	✅

Beta-tier licenses include S3 and webhook connectors. SharePoint and Confluence require Pro or Enterprise. See pricing →