Annif is a multi-algorithm automated subject indexing tool for libraries, archives and museums.
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Updated
Oct 1, 2026 - Python
Annif is a multi-algorithm automated subject indexing tool for libraries, archives and museums.
Instructions, exercises and example data sets for Annif hands-on tutorial
Finto AI suggests subjects for a given text. It's based on Annif, a tool for automated subject indexing.
Document and subject corpus collection for use in testing Annif subject indexing tool
Demo web application that supports author attribution (thesaureren) and topic attribution (subject indexing). Annif is used for the latter.
An application which was used at the workshop of automated indexing of fiction books at Kirjastoverkkopäivät 2023.
Automatic subject assignment for KB ebooks using Annif.
DVC pipeline for YSO projects of Finto AI
Software a riga di comando per la preparazione di vocabolari e corpora di addestramento per il software Annif
Work for participating to SemEval25 Task 5 - LLMs4Subjects - with Annif
DVC pipeline for KAUNO projects of Finto AI
Docker-based web demo for Annif using GermEval 2025 LLMs4Subjects models (BM ensemble, Bonsai, MLLM).
DVC pipeline for YKL projects of Finto AI
Docker-based setup for running Annif models for the LLMs4Subjects / GermEval 2025 shared task
Workshop notebooks (Bern, 2026) on deriving subject metadata from early modern Bernese normative texts (Policeyordnungen, 1528–1798). Part I (HISTMET) tests whether unsupervised clustering recovers subjects and how text length affects this; Part II introduces automated subject indexing with Annif. Runs in Google Colab.
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