Comprehensive vocabulary extraction and management system. Learn how to extract vocabulary from videos, create professional vocabulary pages with Urdu translations, and manage your learning content.
Status: Production Ready ✅
Last Updated: 8 May 2026
Version: 2.0
A comprehensive vocabulary extraction and management system for building source-based vocabulary from videos, courses, books, and articles.
scripts/dictionary/✅ Video-based - Extract vocabulary directly from YouTube videos
✅ AI-Powered - Intelligent word selection using Copilot/ChatGPT
✅ Bilingual - English words with Urdu translations and examples
✅ Structured - YAML data for version control and automation
✅ Hugo Integrated - Automatic professional page generation
✅ Interactive - Accordion display for easy learning
This section stores vocabulary grouped by learning source:
1# 1. Read the step-by-step guide
2# 2. Extract transcript
3./scripts/dictionary/dict-step1-transcript.sh "https://youtube.com/watch?v=VIDEO_ID" topic_name
4
5# 3. Use Copilot (see Copilot Integration guide)
6# 4. Save YAML file
7# 5. Create Hugo page
8# 6. Test locally
9npm run dev:memory
10
11# 7. Visit http://localhost:1313/docs/dictionary/topic_name/
For detailed instructions, see the guides above.
2026-05-08: Complete documentation reorganization and Hugo integration
2026-05-05: First vocabulary extraction (Capitalism)
2026-04-22: Initial system setup and templates
I need help extracting vocabulary from a video transcript for my English learning dictionary.
Task: Analyze this video transcript about [topic] and extract 25 challenging English words suitable for an advanced ESL learner (first language: Urdu).
Selection Criteria:
For each word, provide:
Output Format: Valid YAML array only, no markdown code fences, no explanations.