Deploy Annif in one click installation.
Multilingual automated subject indexing toolkit for libraries, archives, museums, and research workflows.
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What you can build with Annif
Annif فن لینڈ کی نیشنل لائبریری کا ایک اوپن سورس ٹول کٹ ہے جو دستاویزات کو خودکار طریقے سے موضوعاتی اصطلاحات تفویض کرتا ہے۔ یہ لغوی، شماریاتی، اور مشین لرننگ بیک اینڈز کو یکجا کرتا ہے جن میں TF-IDF، fastText، Omikuji، MLLM، YAKE، اور اینسیمبل ماڈلز شامل ہیں، تاکہ کیٹلاگرز ایسے الگورتھمز کا انتخاب یا استعمال کر سکیں جو ہر مجموعے اور زبان کے لیے بہترین ہوں۔
Annif کو اپنے VPS پر خود ہوسٹ کرنے سے تربیتی کارپورا، کنٹرول شدہ ذخیرہ الفاظ، اور کتابیاتی میٹا ڈیٹا آپ کے مکمل کنٹرول میں رہتے ہیں بجائے اس کے کہ انہیں کسی تیسری پارٹی کی انڈیکسنگ سروس کو بھیجا جائے۔ کنٹینر ٹیسٹنگ پروجیکٹس کے لیے ایک REST API اور براؤزر پر مبنی UI فراہم کرتا ہے، لہذا Annif کو موجودہ کیٹلاگنگ پائپ لائنز میں ضم کرنے یا کسٹم کلائنٹس بنانے کے لیے صرف HTTP کالز کی ضرورت ہوتی ہے۔
Key features of Annif
Multiple indexing backends
Choose between TF-IDF, fastText, Omikuji, MLLM, YAKE, and stwfsapy, or combine them into ensembles tuned for each language and collection.
Multilingual support
Configurable analyzers handle Finnish, Swedish, English, German, and other languages via Snowball stemmers, Voikko, and spaCy pipelines.
REST API and web UI
Built-in browser UI lets you experiment with projects, while the OpenAPI-documented REST endpoint plugs Annif into existing cataloguing tools.
Controlled vocabularies
Load SKOS, TSV, or CSV vocabularies such as YSO, LCSH, or your own thesaurus so suggestions stay aligned with authority files.
CLI for training and evaluation
Manage projects, train models, and benchmark precision and recall against gold-standard corpora with a scriptable command-line interface.
Why run Annif on Hostinger
Launch in one click
Get your application up and running instantly with a preconfigured setup. No manual installation or complex setup steps.
Security you can rely on
Keep your applications protected with a built-in firewall, DDoS protection, and continuous monitoring.
Built in Docker manager
Run and manage multiple Docker containers from one place. Deploy, update, and monitor your projects with ease.
Launch in one click
Get your application up and running instantly with a preconfigured setup. No manual installation or complex setup steps.
Security you can rely on
Keep your applications protected with a built-in firewall, DDoS protection, and continuous monitoring.
Built in Docker manager
Run and manage multiple Docker containers from one place. Deploy, update, and monitor your projects with ease.
Docker VPS hosting you can rely on
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