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

ANNotation Infrastructure using Finna: an automatic subject indexing tool using Finna as corpus

A multilingual subject classification system for cultural content

Finto AI suggests subjects for a given text. It's based on Annif, a tool for automated subject indexing.

An application which was used at the workshop of automated indexing of fiction books at Kirjastoverkkopäivät 2023.

The official SemEval 2025 Task 5 - LLMs4Subjects - Shared Task Dataset repository

Automatic subject assignment for KB ebooks using Annif.

DVC pipeline for YSO projects of Finto AI

An extensible preprocessor application for adding additional functionality to websites built with Hugo

Instructions and pretrained models for using Annif (https://annif.org/) software for automatic subject indexing as local service.

This API use Annif as local server, NER component is included. It also includes Tesseract and uses Apache-tika software for language detection. It also has a limited multilingual support.

DVC pipeline for KAUNO projects of Finto AI

short-text processing wrapper around maui for subject indexing of economics literature with the STW Thesaurus for Economics

STW finite state automaton - dictionary matching

Hosts the code and data to support LLM-based subject indexing of the TIB technical library's collection of traffic reports

Webapp to control quality of automatic subject indexing datasets

DVC pipeline for YKL projects of Finto AI