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Mysore MuleSoft Meetup
18-May-2024
Exploring Gemini AI
and Integration with
MuleSoft
💡
Organizers
Shubham Chaurasia
Billennium India
Pro Integration Developer
Giridhar Meka
Sr. Technical Architect
linkedin.com/in/giridharmeka
linkedin.com/in/shubhamchaurasia1
Priya Shaw
LTI MindTree
Sr. Integration Specialist
linkedin.com/in/priya-shaw
Speakers
• 2024 MuleSoft Ambassdor
• Sr. Software Specialist
• Working in LTIMindTree
• 5+ Years of Experience
• MuleSoft Certified
• IBM Certified
PRIYA SHAW
Speakers
• One of the Youngest MuleSoft Ambassdor
• Professional Integration Developer in Billennium India
• 4+ years of Experience in Integrations
• MCIA, MCD L1, MCPA, MCIA, MCHS Certified,
• Salesforce, AWS, GCP, Azure, Workato Certified
• Mulesoft Meetup Leader | Mentor | Blogger | Speaker
• AWS Community Builder
• https://www.linkedin.com/in/shubhamchaurasia1/
• https://medium.com/@myid535
Shubham Chaurasia
AGENDA
● Introduction to AI
● Gemini AI
● Gemini AI Features
● Gemini API & Connector
● Demo
● QnA
● Networking time
Artificial Intelligence Terminology
● What is AI?
Artificial intelligence, or AI, is technology that enables computers and machines to simulate
human intelligence and problem-solving capabilities.
● What is Neural Network?
A neural network is a machine learning program, or model, that makes decisions in a manner
similar to the human brain.
● What is Machine Learning and Deep Learning?
Machine learning and deep learning are both types of AI. In short, machine learning is AI that
can automatically adapt with minimal human interference. Deep learning is a subset of machine
learning that uses artificial neural networks to mimic the learning process of the human brain.
WHAT IS GENERATIVE AI AND PROMTS
● What is generative AI?
Generative AI, sometimes called gen AI, is artificial intelligence (AI) that can create original
content—such as text, images, video, audio or software code—in response to a user’s prompt or
request.
● What is an AI prompts
An AI prompt is a question, command, or statement used to interact between a human and a
large language model. It allows the model to produce the intended output.
How generative AI works
For the most part, generative AI operates in three phases:
• Training, to create a foundation model that can serve as the basis of multiple gen AI
applications.
• Tuning, to tailor the foundation model to a specific gen AI application.
• Generation, evaluation and retuning, to assess the gen AI application's output and
continually improve its quality and accuracy.
WHAT IS Gemini?
What is Gemini AI?
● Gemini is a collection of large language models (LLMs) hosted on Google Cloud’s Vertex AI
platform. These models excel at tasks like:
• Conversational AI, Text Summarization, Question Answering, Text Generation
Evolution
● In March 2023, Google released a chatbot named Bard.
● February 08, 2024: Bard interface is renamed Gemini, unifying the name for both the chatbot
and its underlying LLM. Gemini 1.0 Ultra is released in 40 languages and expands to mobile
apps.
● February 08, 2024: Gemini Advanced is announced, providing access to Google’s most
powerful AI model for advanced tasks.
● February 15, 2024: Gemini 1.5 is launched, delivering significant improvements in long-term
reasoning and factual language understanding.
Different Gemini Models
Gemini AI includes three different models
1. Gemini Ultra: Created to accomplish the most complicated tasks.
2. Gemini Pro: Capable of performing a wide range of different tasks.
3. Gemini Nano: Designed for on-device tasks.
Why Use the Gemini AI?
Why Use the Gemini AI?
Gemini AI gives you access to powerful, versatile language models within the robust Google
Cloud ecosystem, making it a top choice for building intelligent chatbots. Gemini offers several
compelling reasons for choosing it as your AI language model solution:
• Advanced Language Understanding
• Multimodality
• Reasoning and Explanation
• Advanced Information Retrieval
• Creative and Expressive Capabilities
• Multimodal Generation
• Advanced Coding Capabilities
Google Gemini differs vs ChatGPT:
● Gemini uses Google’s own large language model by the same name. ChatGPT relies on OpenAI’s
GPT family of language models.
● You can set Gemini as the default assistant on Android and bring it up using device shortcuts. The
ChatGPT mobile app doesn’t offer any such conveniences, at least so far.
● Google lets you generate and upload images on the free version of Gemini, which is a paid feature
on ChatGPT.
● The free version of ChatGPT only knows about events that took place until January 2022. Gemini
has a more recent knowledge cut-off and can access the internet for up-to-date information.
● The ChatGPT smartphone app has a voice chat feature that lets you have back-and-forth
conversations. Gemini’s voice capabilities aren’t as seamless yet.
● ChatGPT supports hundreds of third-party plugins with a paid subscription. That said, Gemini can
access Google apps such as Gmail, YouTube, and Google Meet.
● Gemini offers three drafts in response to each prompt. With ChatGPT, you’ll have to click the
Regenerate button each time to get a different response.
Gemini AI Connector
Demo
Networking time
Thank You

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Exploring Gemini AI and Integration with MuleSoft | MuleSoft Mysore Meetup #45

  • 1. Mysore MuleSoft Meetup 18-May-2024 Exploring Gemini AI and Integration with MuleSoft 💡
  • 2. Organizers Shubham Chaurasia Billennium India Pro Integration Developer Giridhar Meka Sr. Technical Architect linkedin.com/in/giridharmeka linkedin.com/in/shubhamchaurasia1 Priya Shaw LTI MindTree Sr. Integration Specialist linkedin.com/in/priya-shaw
  • 3. Speakers • 2024 MuleSoft Ambassdor • Sr. Software Specialist • Working in LTIMindTree • 5+ Years of Experience • MuleSoft Certified • IBM Certified PRIYA SHAW
  • 4. Speakers • One of the Youngest MuleSoft Ambassdor • Professional Integration Developer in Billennium India • 4+ years of Experience in Integrations • MCIA, MCD L1, MCPA, MCIA, MCHS Certified, • Salesforce, AWS, GCP, Azure, Workato Certified • Mulesoft Meetup Leader | Mentor | Blogger | Speaker • AWS Community Builder • https://www.linkedin.com/in/shubhamchaurasia1/ • https://medium.com/@myid535 Shubham Chaurasia
  • 5. AGENDA ● Introduction to AI ● Gemini AI ● Gemini AI Features ● Gemini API & Connector ● Demo ● QnA ● Networking time
  • 6. Artificial Intelligence Terminology ● What is AI? Artificial intelligence, or AI, is technology that enables computers and machines to simulate human intelligence and problem-solving capabilities. ● What is Neural Network? A neural network is a machine learning program, or model, that makes decisions in a manner similar to the human brain. ● What is Machine Learning and Deep Learning? Machine learning and deep learning are both types of AI. In short, machine learning is AI that can automatically adapt with minimal human interference. Deep learning is a subset of machine learning that uses artificial neural networks to mimic the learning process of the human brain.
  • 7. WHAT IS GENERATIVE AI AND PROMTS ● What is generative AI? Generative AI, sometimes called gen AI, is artificial intelligence (AI) that can create original content—such as text, images, video, audio or software code—in response to a user’s prompt or request. ● What is an AI prompts An AI prompt is a question, command, or statement used to interact between a human and a large language model. It allows the model to produce the intended output.
  • 8. How generative AI works For the most part, generative AI operates in three phases: • Training, to create a foundation model that can serve as the basis of multiple gen AI applications. • Tuning, to tailor the foundation model to a specific gen AI application. • Generation, evaluation and retuning, to assess the gen AI application's output and continually improve its quality and accuracy.
  • 9. WHAT IS Gemini? What is Gemini AI? ● Gemini is a collection of large language models (LLMs) hosted on Google Cloud’s Vertex AI platform. These models excel at tasks like: • Conversational AI, Text Summarization, Question Answering, Text Generation Evolution ● In March 2023, Google released a chatbot named Bard. ● February 08, 2024: Bard interface is renamed Gemini, unifying the name for both the chatbot and its underlying LLM. Gemini 1.0 Ultra is released in 40 languages and expands to mobile apps. ● February 08, 2024: Gemini Advanced is announced, providing access to Google’s most powerful AI model for advanced tasks. ● February 15, 2024: Gemini 1.5 is launched, delivering significant improvements in long-term reasoning and factual language understanding.
  • 10. Different Gemini Models Gemini AI includes three different models 1. Gemini Ultra: Created to accomplish the most complicated tasks. 2. Gemini Pro: Capable of performing a wide range of different tasks. 3. Gemini Nano: Designed for on-device tasks.
  • 11. Why Use the Gemini AI? Why Use the Gemini AI? Gemini AI gives you access to powerful, versatile language models within the robust Google Cloud ecosystem, making it a top choice for building intelligent chatbots. Gemini offers several compelling reasons for choosing it as your AI language model solution: • Advanced Language Understanding • Multimodality • Reasoning and Explanation • Advanced Information Retrieval • Creative and Expressive Capabilities • Multimodal Generation • Advanced Coding Capabilities
  • 12. Google Gemini differs vs ChatGPT: ● Gemini uses Google’s own large language model by the same name. ChatGPT relies on OpenAI’s GPT family of language models. ● You can set Gemini as the default assistant on Android and bring it up using device shortcuts. The ChatGPT mobile app doesn’t offer any such conveniences, at least so far. ● Google lets you generate and upload images on the free version of Gemini, which is a paid feature on ChatGPT. ● The free version of ChatGPT only knows about events that took place until January 2022. Gemini has a more recent knowledge cut-off and can access the internet for up-to-date information. ● The ChatGPT smartphone app has a voice chat feature that lets you have back-and-forth conversations. Gemini’s voice capabilities aren’t as seamless yet. ● ChatGPT supports hundreds of third-party plugins with a paid subscription. That said, Gemini can access Google apps such as Gmail, YouTube, and Google Meet. ● Gemini offers three drafts in response to each prompt. With ChatGPT, you’ll have to click the Regenerate button each time to get a different response.
  • 14. Demo