Generative AI - Unleashing the Power of Creativity with Machines​

Generative AI - Unleashing the Power of Creativity with Machines​

Generative AI is a type of AI that can create new data, like text, images, or code.​

1. Generative AI - Unleashing the
Power of Creativity with Machines
By Rahul Bhramabhatt

2. Introduction to Generative AI
•Generative AI is a type of AI that can create new data, like text, images, or
code.
•Imagine a machine that can write poems, design clothes, or compose music!
•Gen AI learns from massive amounts of existing data and uses that knowledge
to generate new, original content.

3. How Does
Gen AI Work?
•Gen AI uses a concept called "machine learning," where computers learn
without explicit programming.
•One technique is called "neural networks," which are inspired by the
human brain.
•Gen AI models are trained on massive datasets, allowing them to identify
patterns and relationships.
•Based on these patterns, they can then generate new, but similar, data

4. The Impact of Gen AI
•Gen AI has the potential to revolutionize many industries
•It can automate tasks, improve efficiency, and boost creativity
•For example, AI can design products, write marketing content, or
personalize customer experiences

5. The Future of Gen AI
•Multimodal Creativity: Imagine Gen AI seamlessly creating content
across different formats, like writing a song with lyrics and a corresponding
music video!
•Real-time Applications: Gen AI could become interactive, generating
content on-the-fly during conversations or personalizing experiences in
real-time.
•Enhanced Data Insights: Gen AI can potentially unlock deeper
understanding from complex datasets, aiding in scientific research and
business decision-making.

6. Available Large Language Models (LLMs)
LLMs are a powerful type of Generative AI that specialize in processing and generating text. Here's a look at some noteworthy
available LLMs:
•1. Bard (Google AI): Bard from Google AI, trained on a massive dataset of text and code. I can generate text, translate
languages, write different kinds of creative content, and answer your questions in an informative way.
•2. Jurassic-1 Jumbo (AI21 Labs): This is a commercially available LLM known for its ability to generate different creative
text formats, like poems, code, scripts, musical pieces, and more.
•3. Megatron-Turing NLG (NVIDIA): This LLM is known for its massive size and ability to handle complex tasks like
summarization, question answering, and translation. However, it's not publicly available for direct use.
•4. GPT-3 (OpenAI): GPT-3 is a powerful LLM known for its ability to generate realistic and creative text formats. Access to
GPT-3 is currently limited, but there are ways to interact with it through specific applications or APIs.
•5. WuDao 2.0 (BAAI): This Chinese LLM is known for its ability to process and generate text in Chinese. It's a good
example of how LLM development is happening globally.

7. Some Links
•Gemini Node sdk Repo :https://github.com/google-gemini/generative-ai-js?tab=readme-
ov-file
•Build web app with your businessdata:https://www.deeplearning.ai/short-courses/javascript-
rag-web-apps-with-llamaindex/

8. Thank you