From 6f6c29e8a5a6c580fd019f7a343842429c1e9fd9 Mon Sep 17 00:00:00 2001 From: Steve White Date: Wed, 12 Mar 2025 10:28:11 -0500 Subject: [PATCH] Update session log with progressive report generation planning --- .note/session_log.md | 27 +++++++++++++++++++++------ 1 file changed, 21 insertions(+), 6 deletions(-) diff --git a/.note/session_log.md b/.note/session_log.md index 28503d2..e71ecbc 100644 --- a/.note/session_log.md +++ b/.note/session_log.md @@ -791,7 +791,7 @@ Focused on resolving issues with the report generation template system and ensur ## Session: 2025-03-12 ### Overview -Implemented a dedicated report templates module to standardize report generation across different query types and detail levels. +Implemented a dedicated report templates module to standardize report generation across different query types and detail levels, and planned progressive report generation for comprehensive reports. ### Key Activities 1. **Created Report Templates Module**: @@ -812,8 +812,16 @@ Implemented a dedicated report templates module to standardize report generation - Implemented `test_brief_report.py` to test brief report generation with a simple query - Verified that all templates can be correctly retrieved and used -4. **Updated Memory Bank**: +4. **Planned Progressive Report Generation**: + - Analyzed the current map-reduce approach for handling large document collections + - Identified limitations with the current approach for very large document sets + - Designed a progressive report generation approach for comprehensive detail level + - Created a detailed implementation plan with four phases + - Developed a hybrid strategy that uses map-reduce for brief/standard/detailed levels and progressive generation for comprehensive level + +5. **Updated Memory Bank**: - Added report templates information to code_structure.md + - Updated current_focus.md with implementation plan for progressive report generation - Updated session_log.md with details about the implementation - Ensured all new files are properly documented @@ -822,14 +830,21 @@ Implemented a dedicated report templates module to standardize report generation - Different query types require specialized report structures - Validation ensures all required sections are present in templates - Enums provide type safety and prevent errors from string comparisons +- Progressive report generation could provide better results for very large document collections +- A hybrid approach leverages the strengths of both map-reduce and progressive methods ### Challenges - Designing templates that are flexible enough for various content types - Balancing between standardization and customization for different query types - Ensuring proper integration with the existing report synthesis process +- Managing state and tracking progress in progressive report generation +- Preventing entrenchment of initial report structure in progressive approach +- Optimizing token usage when sending entire reports for refinement ### Next Steps -1. Integrate the template system with the UI to allow users to select detail levels -2. Add more specialized templates for specific research domains -3. Implement template customization options for users -4. Create a visual preview of templates in the UI +1. Implement the core functionality for progressive report generation +2. Add model flexibility to support different LLMs beyond Gemini +3. Integrate the progressive approach with the UI +4. Conduct comprehensive testing and optimization +5. Add specialized templates for specific research domains +6. Implement template customization options for users