Document Ingestion
Email Attachments to Knowledge Base
Automatically process email attachments: Use Case: Customer support emails automatically added to knowledge base Configuration:- Email integration trigger
- File type filtering (PDFs, Word docs)
- Folder assignment by sender/topic
- Metadata from email headers
Scheduled Document Sync
Sync documents from cloud storage: Use Case: Keep knowledge base in sync with Google Drive or OneDrive Configuration:- Schedule frequency
- Source folder selection
- Change detection
- Conflict resolution
Document Processing
PDF Data Extraction
Extract structured data from PDFs: Use Case: Extract invoice data from PDF invoices Configuration:- OCR for scanned documents
- Field extraction schema
- Validation rules
- Error handling
Document Summarization
Generate summaries of long documents: Use Case: Create executive summaries of lengthy reports Configuration:- Chunk size
- Summary length
- Key points extraction
- Output format
Document Classification
Automatically categorize documents: Use Case: Route documents to appropriate knowledge basesDocument Q&A
Single Document Q&A
Answer questions about a specific document: Use Case: Interactive document analysis Configuration:- Temporary or permanent KB
- Folder isolation
- Citation format
- Response style
Multi-Document Analysis
Compare and analyze multiple documents: Use Case: Competitive analysis from multiple sources Configuration:- Document grouping
- Cross-document search
- Synthesis instructions
- Report template
Document Generation
Template-Based Generation
Fill document templates with AI-generated content: Use Case: Generate personalized reports or proposals Configuration:- Template selection
- Field mapping
- Generation parameters
- Output format
Dynamic Document Creation
Create documents from scratch: Use Case: Create comprehensive documents with research and writingDocument Workflows
Contract Processing
Use Case: Automated contract review and validationInvoice Processing
Use Case: End-to-end invoice processing automationDocument Compliance Check
Use Case: Ensure documents meet compliance requirementsBest Practices
Document Preparation:- Use clean, well-formatted documents
- Ensure text is selectable (not scanned)
- Use consistent naming conventions
- Add metadata for organization
- Handle errors gracefully
- Validate extracted data
- Log processing results
- Monitor success rates
- Organize by document type or topic
- Regular cleanup of outdated docs
- Monitor storage usage
- Track query performance
- Review AI-generated outputs
- Implement validation steps
- Use human-in-the-loop for critical tasks
- Collect feedback for improvement