v4 Next Level Fix
https://padelstijn.github.io/dictionary_ai_semantic/
https://github.com/padelstijn/dictionary_ai_semantic https://github.com/padelstijn/dictionary_ai_semantic/settings/pages
github.dev/padelstijn/dictionary_ai_semantic/blob/main/index.html
Next-Level Improvements for Your Repo
1️⃣ Live Google Drive Import
Add an input box for a Google Drive link.
Automatically convert it to a direct download link.
Parse the file (.txt, .csv) directly into your entries array.
2️⃣ Incremental Updates
Keep previously loaded entries in memory.
When a new file is uploaded or imported from Drive, merge without losing old entries.
Only new lines get added.
3️⃣ Session-Stored OpenAI Key
Avoid entering your API key every time.
Use sessionStorage so your browser remembers the key during the session.
4️⃣ Semantic AI Duplicate Detection
Keep your OpenAI embeddings workflow for semantic similarity.
For very large dictionaries, add chunked processing + progress bar to avoid freezing.
5️⃣ Better Duplicate Views
Exact/Fuzzy duplicates in one table
Shortcut duplicates in another
Semantic AI duplicates in a third table
Highlight similarity score and reason
6️⃣ Export & Merge Tools
Export dictionary.txt (clean version)
Export doubles.txt (duplicates)
Allow merging duplicates automatically or manually
Next is ...🚀 full semantic AI similarity
We go one level higher
We can upgrade to enterprise-level dictionary intelligence:
✅ duplicate groups instead of flat lists
✅ merge tool inside duplicate view
✅ fuzzy similarity for 100k+ lines (worker thread)
✅ background processing progress bar
✅ address grouping (street + number)
✅ semantic clustering (same meaning text)
✅ auto-clean dictionary button
✅ conflict resolver for Gboard import safety
✅ incremental index engine (instant search like Google)