diff --git a/.note/current_focus.md b/.note/current_focus.md index a304624..cdddfc0 100644 --- a/.note/current_focus.md +++ b/.note/current_focus.md @@ -138,15 +138,44 @@ - Add more specialized templates for specific research domains - Implement template customization options for users -2. **Progressive Report Generation**: - - Design and implement a system for generating reports progressively for very large research tasks - - Create a mechanism for updating reports as new information is processed - - Implement a progress tracking system for report generation +2. **Progressive Report Generation Implementation**: + - Implement progressive report generation for comprehensive detail level reports + - Enable support for different models with the progressive approach + - Create a hybrid system that uses standard map-reduce for brief/standard/detailed levels and progressive generation for comprehensive level + - Add UI controls to monitor and control the progressive generation process + + #### Implementation Plan for Progressive Report Generation + + **Phase 1: Core Implementation (2-3 days)** + - Create a new `ProgressiveReportSynthesizer` class extending from `ReportSynthesizer` + - Implement chunk prioritization algorithm based on relevance scores + - Develop the iterative refinement process with specialized prompts + - Add state management to track report versions and processed chunks + - Implement termination conditions (all chunks processed, diminishing returns, user intervention) + + **Phase 2: Model Flexibility (1-2 days)** + - Modify the implementation to support different models beyond Gemini + - Create model-specific configurations for progressive generation + - Implement adaptive batch sizing based on model context window + - Add fallback mechanisms for when context windows are exceeded + + **Phase 3: UI Integration (1-2 days)** + - Add progress tracking and visualization in the UI + - Implement controls to pause, resume, or terminate the process + - Create a preview mode to see the current report state + - Add options to compare different versions of the report + + **Phase 4: Testing and Optimization (2-3 days)** + - Conduct comprehensive testing with various document collections + - Compare report quality between progressive and standard approaches + - Optimize token usage and processing efficiency + - Fine-tune prompts and parameters based on testing results 3. **Visualization Components**: - Identify common data types in reports that would benefit from visualization - Design and implement visualization components for these data types - Integrate visualization components into the report generation process + - Consider how visualizations can be incorporated into progressive reports ### Technical Notes