Learn Prompt Engineering Basics chatgpt llms guide

LEARNING PROMPT ENGINEERING
BASICS
Prof Dr.C.Karthikeyan
Copyright @ Prof Dr.C.Karthikeyan /
ddprofkarthikeyan
PROF DR.C.KARTHIKEYAN 1

WHAT IS PROMPT
ENGINEERING
Prompt engineering is the practice of
designing and refining specific text
prompts to guide transformer-based
language models, such as Large
Language Models (LLMs), in generating
desired outputs. It involves crafting clear
and specific instructions and allowing the
model sufficient time to process
information.
ddprofkarthikeyan

WHAT ARE THE 3
TYPES OF PROMPT
ENGINEERING?
A. We have three major approaches to
PE. Some may have some ways of
carrying out this art, but the commonly
used ones include
n-shot prompting,
chain-of-thought (CoT) prompting,
and
generated knowledge prompting.
ddprofkarthikeyan

WHAT ARE THE
TYPES?
Prompt engineering, primarily used in
communication with a text-to-text
model and text-to-image model, is the
process of structuring text that can be
interpreted and understood by a
generative AI model. Prompt
engineering is enabled by in-context
learning, defined as a model's ability to
temporarily learn from prompts.
ddprofkarthikeyan

IS PROMPT
ENGINEERING
CODING?
From crafting questions to fine-tuning
the language, prompt engineering is
more about communicating than
coding.”
ddprofkarthikeyan

WHAT IS THE ROLE
OF A PROMPT
ENGINEER?
A Prompt Engineer specializes in designing,
developing and refining AI-generated text
prompts, optimizing prompt performance, and
improving the AI prompt generation process for
various applications.
ddprofkarthikeyan

WHAT IS
THE FULL
FORM OF
PROMPT?
Share | PROMPT, an acronym for PROMPTS for
Restructuring Oral Muscular Phonetic Targets, is a
multidimensional approach to speech production disorders
that has come to embrace not only the well-known physical-
sensory aspects of motor performance, but also its cognitive-
linguistic and social-emotional aspects.
ddprofkarthikeyan

WHAT IS THE SALARY
OF PROMPT ENGINEER
IN INDIA?
How much do Prompt Engineering
employees make? Employees who knows
Prompt Engineering earn an average of
₹20lakhs, mostly ranging from ₹19lakhs
per year to ₹23lakhs per year based on 2
profiles. The top 10% of employees earn
more than ₹22lakhs per year.18-Sept-2023
ddprofkarthikeyan

WHAT ARE THE TWO
PARTS OF A PROMPT?
Whether it's a two-sentence prompt or
a four-paragraph prompt, there are
typically three parts. The first
sentence or two focuses on
background. It reminds students of
general knowledge or information
learned from texts read. The
middle sentence(s) identify the
actual writing task.
ddprofkarthikeyan

WHAT IS PROMPT TOOLS?
The prompt tool in Prompt flow offers a collection of textual
templates that serve as a starting point for creating prompts.
These templates, based on the Jinja2 template engine, facilitate
the definition of prompts.
ddprofkarthikeyan

WHAT IS
PROMPT WITH
EXAMPLE?
“Did you hear me?” he
prompted when his friend did
not respond to his first question.
The actor had to be prompted by
someone who was standing
offstage. The computer prompted
me to type in a number. Noun The
actor was given a prompt by
someone offstage.
ddprofkarthikeyan

CAN A FRESHER
BECOME PROMPT
ENGINEER?
Whether the individual is a fresher or an
experienced one they need to learn technical
skills which include programming skills and
languages to elevate their career prospects.
Technical skills are crucial for the prompt
engineer career as this is one of the most new-age
careers in the technical field.
ddprofkarthikeyan

IS THERE A FUTURE FOR PROMPT
ENGINEERING?
As AI tools continue to evolve and become more sophisticated, the role of the prompt engineer will also
evolve. The future of prompt engineering is in refining interactions with AI systems to produce even
more optimal responses
ddprofkarthikeyan

WHAT LANGUAGE IS USED IN
PROMPT ENGINEERING?
You will use a variety of programming languages, including Java, Python, and C++, as prompt
engineers. To excel in this career, you must become familiar with these languages.
ddprofkarthikeyan

WHAT IS PROMPT ENGINEERING IN
SIMPLE TERMS?
Prompt engineering is both an AI engineering technique for refining large language models (LLMs)
with specific prompts and recommended outputs and the term for the process of refining input to
various generative AI services to generate text or images.
ddprofkarthikeyan

WHAT IS PROMPT
CODE?
The Javascript Window prompt() method is used
to display a dialog box with an optional message
prompting the user to input some text. It is often
used if the user wants to input a value before
entering a page. It returns a string containing the
text entered by the user, or null. Syntax:
prompt(message, default)
ddprofkarthikeyan

WHAT IS PROMPT
LANGUAGE?
PromptLang is a custom programming
language designed for use inside GPT-
4 prompts and AI interactions. Its
simple and human-readable syntax
makes integrating with various
platforms, including APIs and data easy.
ddprofkarthikeyan

CHALLENGES OF
PROMPT
ENGINEERING
Prompt engineering involves dealing
with complex AI models, intricate
algorithms, and large datasets. The
technical challenges, including model
optimization, data preprocessing,
and handling biases, can be
demanding and time-consuming,
requiring deep technical expertise and
problem-solving skills.
ddprofkarthikeyan

HOW DO YOU
START A
PROMPT?
Writing prompt construction:
1. Part 1. Introduce the topic or writing situation with a
statement or generalization to orient the student to the
topic.
2. Part 2. Encourage students to brainstorm and to make a
personal connection with the topic. ...
3. Part 3. Describe the writing task, purpose, and audience.
ddprofkarthikeyan

DOES PROMPT
ENGINEERING
REQUIRE MATHS?
To compensate for AI's
inaccuracies, prompt engineers
must have excellent numeracy.
Spot mathematical errors yourself.
Most AI tools improve their
accuracy if you provide them with
more context in the prompts. Your
instructions should indicate the
correct formulas or patterns.
ddprofkarthikeyan

CAN ANYONE
STUDY PROMPT
ENGINEERING?
The course covers prompt
templates, creative prompt
structures, and the art of
designing prompts for various
tasks and applications. Open to
learners from all
backgrounds, this course does
not require traditional
engineering skills.
ddprofkarthikeyan

WHAT ARE
PROMPT
LEVELS?
The prompt hierarchy typically
starts with physical prompts and
progresses to verbal, gestural,
model, and positional prompts.
The goal is to fade out the prompts
over time as the person becomes
more independent in completing the
task
ddprofkarthikeyan

WHAT IS THE FIRST
STEP IN DESIGNING
A PROMPT
Design: The first step involves
identifying the intended output
from the AI. What task should it
perform? What kind of response are
we seeking? With a clear goal in
mind, the initial prompt is designed to
reflect these requirements.
ddprofkarthikeyan

WHAT IS
PROMPT SKILL?
It's the art and science of crafting
effective prompts that elicit
valuable responses from AI
models like ChatGPT and Claude
2. As AI becomes more integrated
into our daily lives, the ability to
communicate effectively with these
models becomes increasingly
important.
ddprofkarthikeyan

THANK YOU
Questions and Feedback to
ddprofkarthik@gmail.com
ddprofkarthikeyan

Learn Prompt Engineering Basics chatgpt llms guide

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