Complete 7-step walkthrough for extracting vocabulary from YouTube videos. From transcript extraction through deployment, with detailed explanations and troubleshooting.
Summary of improvements made and next steps
Proposed improvements for extracting vocabulary from videos and automating dictionary entry creation
This document explores the concept of AI agents, their practical roles workflows, and the transformative impact they are expected to have on work and daily life.
Anki Workflow Verification Date: 2 May 2026
Status: ✅ Verified and Working
Current Working Workflow 1. Card Creation (Manual) JSON files are manually created in: data/course/{course}/{unit}/{module}/{lesson}/anki/*.json Each JSON contains metadata + flashcards array Example: data/course/psychology-l2/01/01m/001/anki/01-counselling-skills.json 2. Card Generation (Automatic) JSON File → apkg_generator.py → .apkg Package → Anki Desktop Key Scripts:
✅ apkg_generator.py - Main generator (reads JSON, creates APKG) ✅ generate_unit_apkg.py - Creates unit-level APKG files ✅ rebuild_all_apkgs.py - Rebuilds all APKG files NOT Used in Production:
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Programming
184
DevOps
52
Troubleshooting
51
Psychology
45
Counselling
41
Python
36
Ai
35
Data-Science
32
Debugging
22
Frontend
22