Heute das erstmal geschafft eine asynchron eine Abfrage zu machen.

Welche Möglichkeiten!

😊

Es darf keiner lachen, aber ich werd versuchen ein paar Sachen mit Annif gelöst zu bekommen.

#rvk #umsignieren #annif

Tomorrow, 29th January at 12 noon CET, I will participate in an online panel discussion titled "Artificial Intelligence in Knowledge Organisation", organised by Linnaeus University (Sweden).

"This two-hour panel brings together leading experts to explore how AI transforms knowledge organization in libraries and related cultural heritage institutions as well as research data services."

More info and Zoom link:

https://lnu.se/en/meet-linnaeus-university/current/events/2026/2026-01-29-artificial-intelligence-in-knowledge-organisation/

#AI #KOS #subjectindexing #Annif #SKOS #thesauri

Artificial Intelligence in Knowledge Organisation

Information about the event: This two-hour panel brings together leading experts to explore how AI transforms knowledge organization in libraries and related cultural heritage institutions as well as research data services.

Lnu.se

🚀 Automaattisen kuvailun palvelua Finto AI:ta on päivitetty! Käytössä on nyt YSOn tuorein jäädytetty versio (2025.7.Laotse); myös YKL-mallit käyttävät luokituksen uusinta versiota.
Pidämme Finto AI:n ajan tasalla niin sisällön kuin teknologian osalta: Finto AI:n taustalla on nyt uusin versio Annifista (v 1.4.).

Koneoppimismallit ovat tuttuun tapaan ladattavissa Hugging Face Hubista (https://huggingface.co/collections/NatLibFi/annif-models-65b35fb98b7c508c8e8a1570) paikallista käyttöä varten. 💡
#FintoAI #YSO #YKL #Annif

Annif models - a NatLibFi Collection

Annif models for text classification and subject indexing. FintoAI prefixed models are in use at Finto AI: https://ai.finto.fi

📢 The 17th Semantic Web in Libraries Conference is coming up online 17–19 Nov 2025 🎉
💡 We're organizing an Annif workshop on Nov 17 (17:00–21:00 UTC). Join us to dive into automated subject indexing, see 👉 https://forum.swib.org/t/introduction-to-the-annif-automated-indexing-tool/1456
🌍 We’re also introducing another workshop (Nov 17, 8:00–12:00 UTC), featuring the open-source SKOS vocabulary browser Skosmos, more info on 👉 https://forum.swib.org/t/from-chaos-to-skosmos-publishing-controlled-vocabularies-made-easy/1454
🔗 Full programme: https://forum.swib.org/t/swib25-welcome/921
#SWIB25 #SemanticWeb #Annif #Skosmos #OpenSource
🔨 Introduction to the Annif automated indexing tool

Facilitator(s) Osma Suominen (@Osma), Mona Lehtinen (@Mona), Juho Inkinen (@juhoinkinen), Lakshmi Rajendram Bashyam, Ghulam Mustafa Majal (@Ghulam_Mustafa_Majal), Argie Kasprzik (@AnkasZBW) Abstract Numerous libraries and affiliated organizations are investigating automated techniques for generating metadata, and the role of AI is ever increasing. This workshop provides an overview of the open-source multilingual automated indexing tool Annif ([https//annif.org annif.org]), which can be incorp...

SWIB Forum

We have released version 1.4 of the Annif automated subject indexing tool! 🚀

Main updates include:
- 3 new corpus formats (JSON, JSONL, CSV)
- Possibility to include metadata for documents
- Include/exclude -rules for terms for better vocabulary control
- REST API improvements

Read more: https://github.com/NatLibFi/Annif/releases/tag/v1.4.0
#annif

Release Annif 1.4 · NatLibFi/Annif

This release introduces three new corpus formats: a JSON-based full text corpus format (one file per document) and two short-text formats, one based on JSON Lines and another based on CSV. All the ...

GitHub

Automaattisen asiasaoittajan Annifin versio 1.4 on julkaistu 🚀

Julkaisun pääkohtia:
- Tuki kolmelle uudelle korpusformaatille
- Mahdollisuus syöttää tekstiä täydentävää metadataa Annifille
- Mahdollisuus määritellä sanaston käsitteiden käyttöä tarkemmin
- Parannuksia REST-rajapinnan käyttöön

Lue lisää os: https://github.com/NatLibFi/Annif/releases/tag/v1.4.0 ja https://www.kiwi.fi/x/r4BaHg
#annif

Release Annif 1.4 · NatLibFi/Annif

This release introduces three new corpus formats: a JSON-based full text corpus format (one file per document) and two short-text formats, one based on JSON Lines and another based on CSV. All the ...

GitHub

Version 1.4 of the Annif automated subject indexing tool has been released! 🚀

• 3 new corpus formats (JSON, JSONL, CSV) supporting metadata + document IDs
• Include/exclude vocab concepts for better control
• annif index now supports short-text formats
• Faster hyperopt with parallel processing
• tfidf backend refactored (no gensim!)
• REST API improvements & Python 3.13 support

https://github.com/NatLibFi/Annif/releases/tag/v1.4.0

#Annif #NLP #opensource #subjectindexing #machinelearning #code4lib #libraries

Release Annif 1.4 · NatLibFi/Annif

This release introduces three new corpus formats: a JSON-based full text corpus format (one file per document) and two short-text formats, one based on JSON Lines and another based on CSV. All the ...

GitHub
Earlier this year, the Annif team participated in the LLMs4Subjects challenge, where our automated indexing tool performed nicely! 🏆 We also got new ideas for Annif development out of the challenge! The SemEval-2025 workshop proceedings are now available 👉 https://aclanthology.org/volumes/2025.semeval-1/
The work continued with the GermEval workshop, focusing on resource efficiency, and we did very well!🥇Check out our GermEval pre-print 👉 https://doi.org/10.48550/arXiv.2508.15877 🤖
#LLMs4Subjects #Annif #SemEval2025 #AI #SubjectIndexing
Proceedings of the 19th International Workshop on Semantic Evaluation (SemEval-2025) - ACL Anthology

Annif-tiimi osallistui alkuvuodesta LLMs4Subjects-haasteeseen, jossa automaattisen asiasanoituksen työkalumme pärjäsi hienosti! 🏆 Saimme kisasta uusia ideoita Annifin kehitykseen! SemEval-2025-työpajan julkaisut ovat nyt luettavissa 👉 https://aclanthology.org/volumes/2025.semeval-1/
Haaste jatkui GermEval-työpajan muodossa, jossa keskityttiin mallien resurssitehokkuuteen, ja sijoituimme taas mainiosti!🥇Lue esijulkaisumme GermEval-kisasta 👉 https://doi.org/10.48550/arXiv.2508.15877 🤖
#LLMs4Subjects #Annif #SemEval2025 #AI #Asiasanoitus
Proceedings of the 19th International Workshop on Semantic Evaluation (SemEval-2025) - ACL Anthology

Hat jemand #Metadaten mit SSD-Notationen (Systematik der Stadtbibliothek Duisburg)? Siehe diese Anfrage mit dem Ziel, das für #Annif-Training einzusetzen: https://metadaten.community/t/ki-training-mit-metadaten/840
KI-Training mit Metadaten

Hallo in die Runde! Ich arbeite zurzeit an einem Projekt der automatisierten Klassifizierung von Buchtiteln mit den in Deutschland gängigen Klassifikationen Öffentlicher Bibliotheken. Dazu will ich die Open-Source-Ki Annif nutzen, welche aber erst noch trainiert werden muss. Hat jemand vielleicht eine Idee, wie man Metadaten für das Training findet? Konkret geht es erstmal um Metadaten von Buchtiteln mit SSD-Notationen (Systematik der Stadtbibliothek Duisburg).

metadaten.community