DOC-20240212-WA0006..pdf prompt engineer

Prompt engineering

1. GEETHANJALI INSTITUTE OF SCIENCE AND
TECHNOLOGY
DEPARTMENT OF COMPUTER SCIENCE AND ENGINEERING

2. TITLE:
PRESENTED BY:
K Vyshnavi – 212U1A0551
L Sanjana – 212U1A0554
PROMPT ENGINEERING
“ A PROMISING CAREER

3. 3
PROMPT ENGINEERING
CONTENT’S
•WHAT IS PROMPT ENGINEERING ??
•WHY PROMPT ENGINEERING IS IMPORTANT ??
•THE ROLE OF AI PROMPT ENGINEERS ??
•KEY SKILLS FOR PROMPT ENGINEERING !!
•APPLICATION’S !!
•CONCLUSION.

4. WHAT IS PROMPT ENGINEERING
Promptengineeringisaconceptinnaturallanguageprocessing
thatinvolvescreatinghigh-qualitypromptsthatcaneffectively
guideAImodelstogenerateaccurateandrelevantresponses.
Essentially,thequalityofthepromptdeterminesthequalityof
theoutput.Theprimaryaimofpromptengineeringistoensure
thatAImodelsgenerateresponsesthatarebothaccurateand
informative.Thisisachievedbycreatingpromptsthatare
carefullycraftedtoelicitthedesiredresponsefromthemodel.

5. WHY PROMPT ENGINEERING IS IMPORTANT ??
AIpromptengineeringisimportantbecauseitcansignificantly
enhancetheaccuracyandrelevanceoftheoutputgeneratedby
AImodels.Withouteffectiveprompts,AImodelsmayproduce
inaccurateorirrelevantresponses,whichcanreducethe
usefulnessofthetechnology.Inadditiontoimprovingthe
accuracyandrelevanceofAI-generatedresponses,prompt
engineeringcanalsohelptoreducebiasinAImodels.By
carefullydesigningprompts,engineerscanmitigatetheeffects
ofbiaseddataandensurethatAImodelsproducemore
equitableandunbiasedresults.

6. THE ROLE OF AI PROMPT ENGINEERS??
AIpromptengineeringisbecominganincreasinglyimportantfield,with
manycompaniesinvestinginthistechnologytoimprovetheaccuracyand
relevanceoftheirAI-generatedcontent.Asaresult,thereisagrowing
demandforAIpromptengineerswhocancreatehigh-qualitypromptsthat
canguideAImodelstogenerateaccurateandinformativeresponses.The
roleofanAIpromptengineerinvolvesdesigningpromptsthataretailored
tothespecificneedsoftheAImodel.Thisrequiresadeepunderstanding
oftheunderlyingtechnologyandtheabilitytocraftpromptsthatcan
effectivelyelicitthedesiredresponse.AIpromptengineersmayalsobe
responsiblefortestingandrefiningpromptstoensurethattheyare
optimizedfortheAImodel.

7. KEY SKILLS FOR PROMPT ENGINEERING
➢Astrongfoundationincomputerscience.
➢Knowledgeofmachinelearningalgorithms.
➢ProficiencyinprogramminglanguageslikePython.
➢Experienceindatamanagementandanalysis.
➢LinguisticProficiency.
➢ProblemSolvingandCriticalThinking.
➢AIandNLPKnowledge.
➢CreativeandAdaptableWriting.
➢EthicalAwareness.

8. APPLICATION’S
➢LanguageTranslation:Itistheprocessoftranslatingapieceoftextfromonelanguagetoanotherusingrelevant
languagemodels.Relevantpromptscarefullyengineeringwithinformationliketherequiredscript,dialect,andother
featuresofsourceandtargettextcanhelpinbetterresponsefromthemodel.
➢QuestionAnsweringChatbots:AQ/AbotisoneofthemostpopularNLPcategoriestoworkonthesedays.Itis
usedbyinstitutionalwebsites,andshoppingsitesamongmanyothers.PromptsonwhichanAIchatbotModelis
trainedcanlargelyaffectthekindofresponseabotgenerates.
➢TextGeneration:Suchataskcanhaveamultitudeofapplicationsandhenceitagainbecomescriticaltounderstand
theexactdimensionoftheuser’squery.Thetextisgeneratedforwhatpurposecanlargelychangethetone,vocabulary
aswellasformationofthetext.

9. CONCLUSION
AIpromptengineeringisanessentialcomponentofnaturallanguage
processing,enablingAImodelstogenerateaccurateandinformative
responses.WiththeincreasingdemandforAI-generatedcontent,theroleof
AIpromptengineerswillbecomeevenmorecriticalinensuringthe
accuracyandrelevanceofAI-generatedresponses.Assuch,AIprompt
engineeringislikelytobecomeanincreasinglyimportantfieldintheyears
tocome.

10. THANK YOU