1. CHATGPT
SLT HRITESH BHARDWAJ(10696H)

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OBJECTIVES
Introduction How ChatGPT
Works and Workflow
NLP in ChatGPT Applications of
ChatGPT
ChatGPT
Benifits and Limitation
Of ChatGPT
Future of ChatGPT

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 ChatGPT is a large language model created by Open AI in 2018 in USA.
ChatGPT
Introduction
 A Highly advanced technology that can generate human-like text and
understand natural language queries.
 Designed to analyze and interpret large amounts of text data, enabling it to
develop a deep understanding of language and the world around us.

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 Trained on vast amounts of data from books, articles, websites, social media
posts, and other written content available on the internet.
ChatGPT
How ChatGPT Works?
 Language modeling process is used to generate a response which involves
predicting the next word in a sentence based on the previous words.
 Unsupervised learning is used to train the model, which means that it can
learn from large amounts of data without being explicitly taught what to look
for.

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Analyze
Context
Generate
response
Check
grammar
Learn
and adapt
Repeat
process
Return
response
ChatGPT
Input
Query
Workflow

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ChatGPT
NLP(Natural Language Processing) in ChatGPT
 The model uses a combination of statistical techniques and deep learning
algorithms to identify relationships between words and phrases, and generate
text or response that is coherent and grammatically correct.
Uses sentiment analysis that involves determining the emotional tone of a
sentence or text to generate responses that are appropriate for the context
and tone of a conversation.

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 This process involves several steps :-
ChatGPT
How NLP(Natural Language Processing) is Used
 Tokenization: This involves breaking up a sentence into individual words, or tokens, to better
understand its meaning.
 Part-of-speech tagging: This involves identifying the role that each word plays in a sentence,
such as whether it is a noun, verb, or adjective.
 Parsing: This involves analyzing the grammatical structure of a sentence to better
understand its meaning.
 Semantic analysis: This involves analyzing the meaning of a sentence by taking into
account the context in which it is used.

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 A wide range of applications can be built using this, including chatbots,
virtual assistants, and other AI-powered systems.
ChatGPT
Applications of ChatGPT
 It can be used to automate customer service, generate personalized
responses to inquiries, and even create entire articles and reports.
 It a powerful tool for enhancing the user experience and improving efficiency
in a wide range of industries.

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 It has numerous benefits, including improved efficiency, accuracy,
personalization, cost-effectiveness, and multilingual capabilities.
ChatGPT
Benefits and Limitations of ChatGPT
 It also has limitations, such as the risk of spreading misinformation,
dependence on training data, and a lack of emotional intelligence.
While using it for Developing Application it is important to carefully consider
these benefits and limitations before implementing it in a given context, In
order to ensure that it is used effectively and ethically.

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Emerging trends include the use of GPT models for specialized domains,
such as scientific research and financial analysis.
ChatGPT
Future of ChatGPT
 There is also the potential for more advanced models that can understand
visual and audio data, further enhancing their capabilities.
It will help in shaping the future of natural language processing and artificial
intelligence more broadly.

11. THANK YOU
ChatGPT