{"id":6400,"date":"2026-11-02T13:06:54","date_gmt":"2026-11-02T11:06:54","guid":{"rendered":"https:\/\/ict-academy.si\/usposabljanje\/reliable-ai-systems-evaluation-optimisation-and-fine-tuning\/"},"modified":"2026-11-02T13:06:54","modified_gmt":"2026-11-02T11:06:54","slug":"reliable-ai-systems-evaluation-optimisation-and-fine-tuning","status":"publish","type":"tribe_events","link":"https:\/\/ict-academy.si\/en\/usposabljanje\/reliable-ai-systems-evaluation-optimisation-and-fine-tuning\/","title":{"rendered":"Reliable AI Systems: Evaluation, Optimisation and Fine-Tuning"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p><span data-contrast=\"auto\">This hands-on workshop is designed for participants who already develop solutions using large language models (LLMs), such as RAG systems and AI agents, and want to make them reliable for production use. <\/span><span data-contrast=\"auto\">We will explore how to systematically evaluate the quality of LLM applications, monitor their performance, protect them against misuse, and optimise costs and response times. We will also try out local open-source models and model adaptation through fine-tuning (LoRA). In the practical sessions, we will enhance a RAG chatbot with evaluations, tracing, guardrails and cost monitoring.    <\/span><span data-contrast=\"auto\"> We will use the Python programming language throughout the workshop.<\/span><span data-ccp-props=\"{\"201341983\":0,\"335559738\":240,\"335559739\":240,\"335559740\":240}\"> <\/span><\/p>\n","protected":false},"author":5,"featured_media":6402,"template":"","meta":{"_acf_changed":false,"_et_pb_use_builder":"","_et_pb_old_content":"","_et_gb_content_width":"","inline_featured_image":false,"_tribe_events_status":"","_tribe_events_status_reason":"","footnotes":""},"tags":[172],"tribe_events_cat":[108,113,110],"class_list":["post-6400","tribe_events","type-tribe_events","status-publish","has-post-thumbnail","hentry","tag-artificial-intelligence-2","tribe_events_cat-all","tribe_events_cat-artificial-intelligence","tribe_events_cat-python-en","cat_all","cat_artificial-intelligence","cat_python-en"],"acf":[],"_links":{"self":[{"href":"https:\/\/ict-academy.si\/en\/wp-json\/wp\/v2\/tribe_events\/6400","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ict-academy.si\/en\/wp-json\/wp\/v2\/tribe_events"}],"about":[{"href":"https:\/\/ict-academy.si\/en\/wp-json\/wp\/v2\/types\/tribe_events"}],"author":[{"embeddable":true,"href":"https:\/\/ict-academy.si\/en\/wp-json\/wp\/v2\/users\/5"}],"version-history":[{"count":0,"href":"https:\/\/ict-academy.si\/en\/wp-json\/wp\/v2\/tribe_events\/6400\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ict-academy.si\/en\/wp-json\/wp\/v2\/media\/6402"}],"wp:attachment":[{"href":"https:\/\/ict-academy.si\/en\/wp-json\/wp\/v2\/media?parent=6400"}],"wp:term":[{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ict-academy.si\/en\/wp-json\/wp\/v2\/tags?post=6400"},{"taxonomy":"tribe_events_cat","embeddable":true,"href":"https:\/\/ict-academy.si\/en\/wp-json\/wp\/v2\/tribe_events_cat?post=6400"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}