Implement Document Summarization System

[gregv]

Issue #6: Implement Document Summarization System

Title: Create Multi-Level Document Summarization
Priority: Medium
Type: Feature Implementation
Estimated Time: 3-4 days

Tasks

• Implement text extraction for different file types
• Create summarization pipeline:

  class SummarizationEngine:
      def __init__(self):
          self.models = {
              'short': ShortSummarizer(),
              'detailed': DetailedSummarizer(),
              'form': FormSummarizer()
          }

• Add template-based summarization
• Implement form-based extraction
• Create API endpoints for summarization
• Add caching for summaries
• Implement batch processing
• Add custom template support

Acceptance Criteria

• ✅ Multiple summary types (short, detailed, form)
• ✅ Support for custom templates
• ✅ Proper handling of different languages
• ✅ Caching system for efficiency
• ✅ API documentation complete
• ✅ Performance testing complete