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Use case collection 17

Each story comes from a model user and appears after administrator approval.

CASE STUDY

Local document classification in Paperless-ngx

I built an AI backend integrating Basal 1.5B with a home document archive in Paperless-ngx. From OCR text, Basal proposes tags, a correspondent, a document type and a storage location, choosing from existing values supplied by Pa…

Łukasz DańkoRead the story
CASE STUDY

memphis — a local agent runtime

For eight months, I have been building what companies around the world have now started building: memphis, an open-source agent runtime for Polish users, installed on their own hardware. github.com/memphis-chains/memphis I am ad…

Oswobodzeni - Memphis - Marcin KuklaRead the story
CASE STUDY

Crypto autotrader

Traditional large language models are too slow for immediate trading decisions. The system needs to react instantly to dynamic market situations, such as the risk of chasing a top or catching a falling knife, without waiting for …

Ben VanHelsingRead the story
CASE STUDY

Semantic categorisation of text

In my Data Science team, we assess articles from more than a dozen news and advice websites. We do not generate text; we need decisions: which category a text belongs to, whether it is news, whether it has a political slant, and …

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