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improved AI responce#823

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Priyanshu-777 wants to merge 2 commits into
Charushi06:mainfrom
Priyanshu-777:feat/improve_ai_responce
Open

improved AI responce#823
Priyanshu-777 wants to merge 2 commits into
Charushi06:mainfrom
Priyanshu-777:feat/improve_ai_responce

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@Priyanshu-777 Priyanshu-777 commented May 26, 2026

Related Issue

Closes #822

Summary

Improved AI task extraction to provide relevant tasks with better subject detection.
Enhanced the system with detailed prompts, expanded verb recognition, and improved subject categorization.

Changes Made

  • Enhanced Task Detection Rules - Updated the prompt by introducing critical rule improvements to enhance task detection accuracy and ensure more reliable classification across different scenarios.
  • Expanded task verb recognition - Added 20+ new task verbs (solve, create, build, develop, test, implement, design, analyze, discuss, explain, document, summarize, outline, research, investigate, experiment, evaluate, report, etc.) for better task detection
  • Improved subject detection - added more keywords and better matching
  • Added subject support - Extended coverage to include Chemistry, Biology, History, and Economics
  • Enhanced notes extraction - Improved extraction of task details from various text formats
  • Better title extraction - Refined title cleaning to remove filler words and improve clarity
  • Improved date pattern - Added more date patterns (this week, next week, within N days, by the weekend)
  • Improved text segmentation - Better handling of multi-line and comma-separated inputs

Testing

with input

Screenshot 2026-05-27 001709

current output

image

before output

non-relevant tasks




Contribution under GSSoC.

@Priyanshu-777 Priyanshu-777 changed the title improve AI responce improved AI responce May 26, 2026
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Improve AI task extraction to reduce non-relevant tasks

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