Multimodal Support
Work with multiple content types including text, images, and documents in a single interface.
🖼️ Image Recognition
Intelligent image analysis and OCR capabilities enable processing of visual content.
Features
- Object Detection: Identify objects and elements in images
- Text Recognition: Extract text from images using advanced OCR
- Scene Understanding: Interpret the context and content of images
- Face Recognition: Detect and recognize faces (with privacy controls)
Supported Formats
- JPEG, PNG, GIF, BMP, TIFF
- HEIC (iOS photos)
- RAW formats from digital cameras
- Scanned documents
📄 PDF Handling
Smart PDF processing with layout understanding preserves document structure and formatting.
Capabilities
- Layout Analysis: Understand columns, sections, and document structure
- Table Extraction: Convert tables to structured data
- Form Recognition: Extract data from fillable forms
- Signature Detection: Identify signed documents
Processing Options
- Text Extraction: Extract readable text content
- Image Extraction: Save embedded images
- Metadata Preservation: Retain document properties
- Version Comparison: Compare changes between PDF versions
📊 Spreadsheet Support
Process Excel and other spreadsheet formats with intelligent data interpretation.
Features
- Data Parsing: Extract tabular data accurately
- Formula Handling: Preserve or evaluate formulas
- Chart Recognition: Interpret chart data and meaning
- Validation: Check data integrity and consistency
Supported Formats
- Microsoft Excel (.xls, .xlsx)
- OpenDocument Spreadsheets (.ods)
- Comma-Separated Values (.csv)
- Tab-Separated Values (.tsv)
🎨 Design Document Support
Handle presentation and design documents with layout awareness.
PowerPoint Processing
- Slide Extraction: Process individual slides
- Template Recognition: Identify slide templates and themes
- Media Extraction: Save embedded images and videos
- Notes Preservation: Retain speaker notes
Other Design Formats
- Adobe Illustrator (.ai)
- Scalable Vector Graphics (.svg)
- PostScript (.ps, .eps)
🧠 Multimodal Reasoning
Combine multiple content types for enhanced understanding and response generation.
Integration Capabilities
- Cross-modal Analysis: Analyze relationships between text and images
- Contextual Enhancement: Use images to clarify text content
- Visual Question Answering: Answer questions about image content
- Content Summarization: Create summaries combining text and visuals
🛠️ Technical Implementation
Model Architecture
Our multimodal system uses specialized models for different content types:
- Vision Models: For image processing and recognition
- Document Models: For layout-aware document understanding
- Multimodal Models: For combining multiple content types
Processing Pipeline
- Content Identification: Determine content types in input
- Specialized Processing: Route to appropriate processors
- Feature Extraction: Extract relevant features from each modality
- Integration: Combine features for unified understanding
- Response Generation: Create multimodal responses when appropriate
🔧 User Interface
Upload Options
- Drag and Drop: Simple drag-and-drop file uploading
- Clipboard Paste: Paste images directly from clipboard
- Device Capture: Take photos directly in the interface
- Cloud Integration: Import from cloud storage services
Preview Features
- Thumbnail Gallery: Quick overview of uploaded content
- Inline Previews: View content directly in the chat
- Zoom and Pan: Detailed examination of visual content
- Annotation Tools: Add notes and highlights
⚙️ Configuration
Processing Settings
- Quality vs Speed: Balance processing quality with speed
- Privacy Controls: Choose what content is processed
- Format Preferences: Specify preferred output formats
- Storage Options: Select where processed content is stored
Model Selection
- Modality-Aware Routing: Automatically select appropriate models
- Fallback Options: Specify alternatives if primary models fail
- Performance Tuning: Adjust parameters for specific use cases