thiswillbeyourgithub / Anki-Semantic-Search

Use AI (fastText's multilingual word vectors) to search through your anki notes.

Anki SemSearch: do AI powered semantic search on your anki collection(s)

Use AI (fastText's multilingual word vectors) to search through your anki notes.

This is still a work in progress!

FAQ

• What is it and how does it work?
• Why should I use this?
• This looks awesome! Are you working on other things like that? Yes and thank you! Another project of mine uses AI to reduce your daily workload on anki : I call it AnnA (Anki neuronal Appendix)

Usage

How to

tested on python3.9

• pip install -r requirements.txt
• python ./__init__.py --profiles ["Main", "Old"] --query="path taken by Nile river"

TODO

• investigate using Faiss to speed up the search but orders of magnitude
• use joblib caching instead of diy solutions
• prettier results
• shortcut to open in anki browser
• remove warnings from ankipandas and pandas
• replace acronyms
• add requirements file
• add argument to load other fastText models
• add argument to ignore suspended cards or not
• only vectorize words deemed important according to keyword extraction techniques from TFIDF