Sustavi za izradu programskog koda koji se temelje na generativnoj umjetnoj inteligenciji

undergraduate thesis

• Title (english): Program code generation systems based on generative artificial intelligence
• Author: Ivan Lisica
• Mentor: Marko Horvat (mentor)
• Committee member: Marko Horvat (predsjednik povjerenstva)
• Committee member: Mihael Kovač (član povjerenstva)
• Committee member: Antun Drobnjak (član povjerenstva)
• Granter: University of Zagreb; Faculty of Electrical Engineering and Computing; Zagreb
• Defense date and country: 2024-09-09, Croatia
• Scientific / art field, discipline and subdiscipline: TECHNICAL SCIENCES; Computing

Abstract

U ovom radu istražili smo i proučili vještinu inženjerstva upita te metode koje se koriste prilikom pisanja upita razgovornim agentima. Razmatrane su metode kojima se dolazi do optimalnog upita koji će učinkovito usmjeriti razgovorne agente da daju najbolji mogući odgovor. Provedeno je eksperimentalno vrednovanje razmatranih metoda te je provedena optimizacija metoda upita prilikom vrednovanja. Nad danim odgovorima koje je generirao razgovorni agent provedena je statistička obrada podataka.

Abstract (english)

In this paper, we explored and studied the skill of prompt engineering and the methods used in prompt writing for chatbots. We considered methods that lead to an optimal prompt, which will effectively guide chatbots to provide the best possible answers. An experimental evaluation of the considered methods was conducted, and the optimization of prompt methods during the evaluation was performed. Statistical data analysis was carried out on the responses generated by the chatbot.

• Keywords: inženjering upita; razgovorni agenti; metode inženjering upita; optimizacija inženjering upita; generativna umjetna inteligencija; automatizacija generiranja programske podrške
• Keywords (english): prompt engineering; chatbots; prompt engineering optimization; prompt engineering methods; generative artificial intelligence; automated generation of software
• Language: croatian
• URN:NBN: urn:nbn:hr:168:941165
• Study programme: Title: Computing; Study programme type: university; Study level: undergraduate; Academic / professional title: sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka računarstva (sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka računarstva)
• Type of resource: Text
• File origin: Born digital
• Access conditions: Open access
• Created on: 2024-10-12 21:20:12