SlideShare uma empresa Scribd logo
1 de 26
Baixar para ler offline
Usama wahab Khan
MVP,MCT, CTO @Evolution Technologies
Usama Wahab Khan
Father, data Scientist, Developer/Nerd, Traveler
Twitter : @usamawahabkhan
LinkedIn : Usamawahabkhan
What is generative AI
Generative AI models are a subset of deep
learning models that can produce new content
based on what is described in the input. The
OpenAI models are a collection of generative AI
models that can produce language, code, and
images.
Power your apps with large-scale AI models with Azure
take advantage of large-scale, generative AI models with deep understandings of language and code to
enable new reasoning and comprehension capabilities for building cutting-edge applications. Apply
these coding and language models to a variety of use cases, such as writing assistance, code generation,
and reasoning over data. Detect and mitigate harmful use with built-in responsible AI and access
enterprise-grade Azure security.
Custom AI models fine-tuned with your data and
hyperparameters
Built-in features to help ensure you’re using AI responsibly
Enterprise-grade security with role-based access control
(RBAC) and private networks
• ISO/IEC
• CSA/CCM
• ITAR
• CJIS
• HIPAA
• IRS 1075
Microsoft AI Portfolio
introduction  Azure OpenAI by Usama wahab khan
Introduction to Azure OpenAI Service
Pre-trained generative AI models
Customization capabilities; the ability to fine-tune AI models
with your own data
Built-in tools to detect and mitigate harmful use cases so users
can implement AI responsibly
Enterprise-grade security with role-based access control (RBAC)
and private networks
Azure OpenAI Service provides REST API access to OpenAI's powerful language models
including the GPT-3, Codex and Embeddings model series.
Workload azure Open AI Support
Generating Natural Language
Text completion: generate and edit text
Embeddings: search, classify, and compare text
Generating Code: generate, edit, and explain code
Generating Images: generate and edit images
introduction  Azure OpenAI by Usama wahab khan
Examples AI
Q&A
Answer questions based on existing knowledge.
Grammar correction
Correct sentences into standard English.
Summarize for a 2nd grader
Translates difficult text into simpler concepts.
Natural language to OpenAI API
Create code to call the OpenAI API using a natural language instruction.
Text to command
Translate text into programmatic commands.
English to other languages
Translates English text into French, Spanish, and Japanese.
Natural language to Stripe API
Create code to call the Stripe API using natural language.
SQL translate
Translate natural language to SQL queries.
Parse unstructured data
Create tables from long-form text
Classification
Classify items into categories via example.
How to use
https://aka.ms/oaiapply
How to use
https://aka.ms/oaiapply
How to use
https://aka.ms/oaiapply
These OpenAI models fall into a few main families:
Models available
Codex
Embeddings
model series
the GPT-3
A series of models that can understand and generate natural
language. This includes the new ChatGPT model.
A series of models that can understand and generate code,
including translating natural language to code.
A set of models that can understand and use embeddings. An embedding is a
special format of data representation that can be easily utilized by machine learning
models and algorithms. The embedding is an information dense representation of the
semantic meaning of a piece of text. Currently, we offer three families of Embeddings
models for different functionalities: similarity, text search, and code search.
Understanding prompts, completions, and tokens
Prompt engineering
Understanding prompts, completions, and tokens
Like a person writing an essay, an AI
model takes a prompt and continues
writing based on the text in the prompt.
The new text that the model outputs is
called the completion. An example task
might be to write a Python program to add
two numbers. If you write out the task as a
Python comment like so:
Prompt engineering
Understanding prompts, completions, and tokens
def add(a, b):
return a + b
# Write a function that adds two numbers and returns the result.
t
Understanding prompts, completions, and tokens
# Load iris data from scikit-learn datasets and plot the training data.
introduction  Azure OpenAI by Usama wahab khan
API Call
introduction  Azure OpenAI by Usama wahab khan
introduction  Azure OpenAI by Usama wahab khan
introduction  Azure OpenAI by Usama wahab khan
Q & A
Usama Wahab Khan
Twitter : @usamawahabkhan
LinkedIn : Usamawahabkhan
Thank you 

Mais conteúdo relacionado

Mais procurados

An Introduction to Generative AI - May 18, 2023
An Introduction  to Generative AI - May 18, 2023An Introduction  to Generative AI - May 18, 2023
An Introduction to Generative AI - May 18, 2023CoriFaklaris1
 
Generative AI Use cases for Enterprise - Second Session
Generative AI Use cases for Enterprise - Second SessionGenerative AI Use cases for Enterprise - Second Session
Generative AI Use cases for Enterprise - Second SessionGene Leybzon
 
Suresh Poopandi_Generative AI On AWS-MidWestCommunityDay-Final.pdf
Suresh Poopandi_Generative AI On AWS-MidWestCommunityDay-Final.pdfSuresh Poopandi_Generative AI On AWS-MidWestCommunityDay-Final.pdf
Suresh Poopandi_Generative AI On AWS-MidWestCommunityDay-Final.pdfAWS Chicago
 
Generative AI Use-cases for Enterprise - First Session
Generative AI Use-cases for Enterprise - First SessionGenerative AI Use-cases for Enterprise - First Session
Generative AI Use-cases for Enterprise - First SessionGene Leybzon
 
Intro to Azure OpenAI Service L100 (Thai Ver).pdf
Intro to Azure OpenAI Service L100 (Thai Ver).pdfIntro to Azure OpenAI Service L100 (Thai Ver).pdf
Intro to Azure OpenAI Service L100 (Thai Ver).pdfKorkrid Akepanidtaworn
 
Leveraging Generative AI & Best practices
Leveraging Generative AI & Best practicesLeveraging Generative AI & Best practices
Leveraging Generative AI & Best practicesDianaGray10
 
Microsoft AI Platform Overview
Microsoft AI Platform OverviewMicrosoft AI Platform Overview
Microsoft AI Platform OverviewDavid Chou
 
Unlocking the Power of Generative AI An Executive's Guide.pdf
Unlocking the Power of Generative AI An Executive's Guide.pdfUnlocking the Power of Generative AI An Executive's Guide.pdf
Unlocking the Power of Generative AI An Executive's Guide.pdfPremNaraindas1
 
How do OpenAI GPT Models Work - Misconceptions and Tips for Developers
How do OpenAI GPT Models Work - Misconceptions and Tips for DevelopersHow do OpenAI GPT Models Work - Misconceptions and Tips for Developers
How do OpenAI GPT Models Work - Misconceptions and Tips for DevelopersIvo Andreev
 
Generative AI Fundamentals - Databricks
Generative AI Fundamentals - DatabricksGenerative AI Fundamentals - Databricks
Generative AI Fundamentals - DatabricksVijayananda Mohire
 
Build and Modernize Intelligent Apps​
Build and Modernize Intelligent Apps​Build and Modernize Intelligent Apps​
Build and Modernize Intelligent Apps​Lorenzo Barbieri
 
Discover AI with Microsoft Azure
Discover AI with Microsoft AzureDiscover AI with Microsoft Azure
Discover AI with Microsoft AzureJürgen Ambrosi
 
Exploring Opportunities in the Generative AI Value Chain.pdf
Exploring Opportunities in the Generative AI Value Chain.pdfExploring Opportunities in the Generative AI Value Chain.pdf
Exploring Opportunities in the Generative AI Value Chain.pdfDung Hoang
 
Generative AI: Past, Present, and Future – A Practitioner's Perspective
Generative AI: Past, Present, and Future – A Practitioner's PerspectiveGenerative AI: Past, Present, and Future – A Practitioner's Perspective
Generative AI: Past, Present, and Future – A Practitioner's PerspectiveHuahai Yang
 
Generative-AI-in-enterprise-20230615.pdf
Generative-AI-in-enterprise-20230615.pdfGenerative-AI-in-enterprise-20230615.pdf
Generative-AI-in-enterprise-20230615.pdfLiming Zhu
 
The Future of AI is Generative not Discriminative 5/26/2021
The Future of AI is Generative not Discriminative 5/26/2021The Future of AI is Generative not Discriminative 5/26/2021
The Future of AI is Generative not Discriminative 5/26/2021Steve Omohundro
 
Conversational AI and Chatbot Integrations
Conversational AI and Chatbot IntegrationsConversational AI and Chatbot Integrations
Conversational AI and Chatbot IntegrationsCristina Vidu
 
Vector Search using OpenAI in Azure Cognitive Search.pptx
Vector Search using OpenAI in Azure Cognitive Search.pptxVector Search using OpenAI in Azure Cognitive Search.pptx
Vector Search using OpenAI in Azure Cognitive Search.pptxUdaiappa Ramachandran
 
LLMOps for Your Data: Best Practices to Ensure Safety, Quality, and Cost
LLMOps for Your Data: Best Practices to Ensure Safety, Quality, and CostLLMOps for Your Data: Best Practices to Ensure Safety, Quality, and Cost
LLMOps for Your Data: Best Practices to Ensure Safety, Quality, and CostAggregage
 

Mais procurados (20)

An Introduction to Generative AI - May 18, 2023
An Introduction  to Generative AI - May 18, 2023An Introduction  to Generative AI - May 18, 2023
An Introduction to Generative AI - May 18, 2023
 
Generative AI Use cases for Enterprise - Second Session
Generative AI Use cases for Enterprise - Second SessionGenerative AI Use cases for Enterprise - Second Session
Generative AI Use cases for Enterprise - Second Session
 
Suresh Poopandi_Generative AI On AWS-MidWestCommunityDay-Final.pdf
Suresh Poopandi_Generative AI On AWS-MidWestCommunityDay-Final.pdfSuresh Poopandi_Generative AI On AWS-MidWestCommunityDay-Final.pdf
Suresh Poopandi_Generative AI On AWS-MidWestCommunityDay-Final.pdf
 
Generative AI Use-cases for Enterprise - First Session
Generative AI Use-cases for Enterprise - First SessionGenerative AI Use-cases for Enterprise - First Session
Generative AI Use-cases for Enterprise - First Session
 
Intro to Azure OpenAI Service L100 (Thai Ver).pdf
Intro to Azure OpenAI Service L100 (Thai Ver).pdfIntro to Azure OpenAI Service L100 (Thai Ver).pdf
Intro to Azure OpenAI Service L100 (Thai Ver).pdf
 
Leveraging Generative AI & Best practices
Leveraging Generative AI & Best practicesLeveraging Generative AI & Best practices
Leveraging Generative AI & Best practices
 
Microsoft AI Platform Overview
Microsoft AI Platform OverviewMicrosoft AI Platform Overview
Microsoft AI Platform Overview
 
Unlocking the Power of Generative AI An Executive's Guide.pdf
Unlocking the Power of Generative AI An Executive's Guide.pdfUnlocking the Power of Generative AI An Executive's Guide.pdf
Unlocking the Power of Generative AI An Executive's Guide.pdf
 
How do OpenAI GPT Models Work - Misconceptions and Tips for Developers
How do OpenAI GPT Models Work - Misconceptions and Tips for DevelopersHow do OpenAI GPT Models Work - Misconceptions and Tips for Developers
How do OpenAI GPT Models Work - Misconceptions and Tips for Developers
 
Generative AI Fundamentals - Databricks
Generative AI Fundamentals - DatabricksGenerative AI Fundamentals - Databricks
Generative AI Fundamentals - Databricks
 
Build and Modernize Intelligent Apps​
Build and Modernize Intelligent Apps​Build and Modernize Intelligent Apps​
Build and Modernize Intelligent Apps​
 
Discover AI with Microsoft Azure
Discover AI with Microsoft AzureDiscover AI with Microsoft Azure
Discover AI with Microsoft Azure
 
Exploring Opportunities in the Generative AI Value Chain.pdf
Exploring Opportunities in the Generative AI Value Chain.pdfExploring Opportunities in the Generative AI Value Chain.pdf
Exploring Opportunities in the Generative AI Value Chain.pdf
 
Generative AI: Past, Present, and Future – A Practitioner's Perspective
Generative AI: Past, Present, and Future – A Practitioner's PerspectiveGenerative AI: Past, Present, and Future – A Practitioner's Perspective
Generative AI: Past, Present, and Future – A Practitioner's Perspective
 
Generative AI
Generative AIGenerative AI
Generative AI
 
Generative-AI-in-enterprise-20230615.pdf
Generative-AI-in-enterprise-20230615.pdfGenerative-AI-in-enterprise-20230615.pdf
Generative-AI-in-enterprise-20230615.pdf
 
The Future of AI is Generative not Discriminative 5/26/2021
The Future of AI is Generative not Discriminative 5/26/2021The Future of AI is Generative not Discriminative 5/26/2021
The Future of AI is Generative not Discriminative 5/26/2021
 
Conversational AI and Chatbot Integrations
Conversational AI and Chatbot IntegrationsConversational AI and Chatbot Integrations
Conversational AI and Chatbot Integrations
 
Vector Search using OpenAI in Azure Cognitive Search.pptx
Vector Search using OpenAI in Azure Cognitive Search.pptxVector Search using OpenAI in Azure Cognitive Search.pptx
Vector Search using OpenAI in Azure Cognitive Search.pptx
 
LLMOps for Your Data: Best Practices to Ensure Safety, Quality, and Cost
LLMOps for Your Data: Best Practices to Ensure Safety, Quality, and CostLLMOps for Your Data: Best Practices to Ensure Safety, Quality, and Cost
LLMOps for Your Data: Best Practices to Ensure Safety, Quality, and Cost
 

Semelhante a introduction Azure OpenAI by Usama wahab khan

Building Generative AI-infused apps: what's possible and how to start
Building Generative AI-infused apps: what's possible and how to startBuilding Generative AI-infused apps: what's possible and how to start
Building Generative AI-infused apps: what's possible and how to startMaxim Salnikov
 
How Azure helps to build better business processes and customer experiences w...
How Azure helps to build better business processes and customer experiences w...How Azure helps to build better business processes and customer experiences w...
How Azure helps to build better business processes and customer experiences w...Maxim Salnikov
 
Ai tools every developer should know
Ai tools every developer should knowAi tools every developer should know
Ai tools every developer should knowdeorwine infotech
 
Overview of Artificial Intelligence at AWS - DevDay Los Angeles 2017
Overview of Artificial Intelligence at AWS - DevDay Los Angeles 2017Overview of Artificial Intelligence at AWS - DevDay Los Angeles 2017
Overview of Artificial Intelligence at AWS - DevDay Los Angeles 2017Amazon Web Services
 
An Overview of AI at AWS - Amazon Lex, Amazon Polly, Amazon Rekognition - Dev...
An Overview of AI at AWS - Amazon Lex, Amazon Polly, Amazon Rekognition - Dev...An Overview of AI at AWS - Amazon Lex, Amazon Polly, Amazon Rekognition - Dev...
An Overview of AI at AWS - Amazon Lex, Amazon Polly, Amazon Rekognition - Dev...Amazon Web Services
 
LLMs in Production: Tooling, Process, and Team Structure
LLMs in Production: Tooling, Process, and Team StructureLLMs in Production: Tooling, Process, and Team Structure
LLMs in Production: Tooling, Process, and Team StructureAggregage
 
Generative AI in CSharp with Semantic Kernel.pptx
Generative AI in CSharp with Semantic Kernel.pptxGenerative AI in CSharp with Semantic Kernel.pptx
Generative AI in CSharp with Semantic Kernel.pptxAlon Fliess
 
Unlocking the Potential of AI in Spring.pdf
Unlocking the Potential of AI in Spring.pdfUnlocking the Potential of AI in Spring.pdf
Unlocking the Potential of AI in Spring.pdfInexture Solutions
 
Google Cloud: Data Analysis and Machine Learningn Technologies
Google Cloud: Data Analysis and Machine Learningn Technologies Google Cloud: Data Analysis and Machine Learningn Technologies
Google Cloud: Data Analysis and Machine Learningn Technologies Andrés Leonardo Martinez Ortiz
 
Introduction to the source{d} Stack
Introduction to the source{d} Stack Introduction to the source{d} Stack
Introduction to the source{d} Stack source{d}
 
[第45回 Machine Learning 15minutes! Broadcast] Azure AI - Build 2020 Updates
[第45回 Machine Learning 15minutes! Broadcast] Azure AI - Build 2020 Updates[第45回 Machine Learning 15minutes! Broadcast] Azure AI - Build 2020 Updates
[第45回 Machine Learning 15minutes! Broadcast] Azure AI - Build 2020 UpdatesNaoki (Neo) SATO
 
CASE tools and their effects on software quality
CASE tools and their effects on software qualityCASE tools and their effects on software quality
CASE tools and their effects on software qualityUtkarsh Agarwal
 
unleshing the the Power Azure Open AI - MCT Summit middle east 2024 Riyhad.pptx
unleshing the the Power Azure Open AI - MCT Summit middle east 2024 Riyhad.pptxunleshing the the Power Azure Open AI - MCT Summit middle east 2024 Riyhad.pptx
unleshing the the Power Azure Open AI - MCT Summit middle east 2024 Riyhad.pptxUsama Wahab Khan Cloud, Data and AI
 
BDA310 An Introduction to the AI services at AWS
BDA310 An Introduction to the AI services at AWSBDA310 An Introduction to the AI services at AWS
BDA310 An Introduction to the AI services at AWSAmazon Web Services
 
Shift AI 2020: Using AI for automatic synthesis | Boris Cergol (Comtrade Digi...
Shift AI 2020: Using AI for automatic synthesis | Boris Cergol (Comtrade Digi...Shift AI 2020: Using AI for automatic synthesis | Boris Cergol (Comtrade Digi...
Shift AI 2020: Using AI for automatic synthesis | Boris Cergol (Comtrade Digi...Shift Conference
 

Semelhante a introduction Azure OpenAI by Usama wahab khan (20)

TechDayPakistan-Slides RAG with Cosmos DB.pptx
TechDayPakistan-Slides RAG with Cosmos DB.pptxTechDayPakistan-Slides RAG with Cosmos DB.pptx
TechDayPakistan-Slides RAG with Cosmos DB.pptx
 
Building Generative AI-infused apps: what's possible and how to start
Building Generative AI-infused apps: what's possible and how to startBuilding Generative AI-infused apps: what's possible and how to start
Building Generative AI-infused apps: what's possible and how to start
 
How Azure helps to build better business processes and customer experiences w...
How Azure helps to build better business processes and customer experiences w...How Azure helps to build better business processes and customer experiences w...
How Azure helps to build better business processes and customer experiences w...
 
Ai tools every developer should know
Ai tools every developer should knowAi tools every developer should know
Ai tools every developer should know
 
Overview of Artificial Intelligence at AWS - DevDay Los Angeles 2017
Overview of Artificial Intelligence at AWS - DevDay Los Angeles 2017Overview of Artificial Intelligence at AWS - DevDay Los Angeles 2017
Overview of Artificial Intelligence at AWS - DevDay Los Angeles 2017
 
An Overview of AI at AWS - Amazon Lex, Amazon Polly, Amazon Rekognition - Dev...
An Overview of AI at AWS - Amazon Lex, Amazon Polly, Amazon Rekognition - Dev...An Overview of AI at AWS - Amazon Lex, Amazon Polly, Amazon Rekognition - Dev...
An Overview of AI at AWS - Amazon Lex, Amazon Polly, Amazon Rekognition - Dev...
 
Intelligent ChatBot
Intelligent ChatBotIntelligent ChatBot
Intelligent ChatBot
 
LLMs in Production: Tooling, Process, and Team Structure
LLMs in Production: Tooling, Process, and Team StructureLLMs in Production: Tooling, Process, and Team Structure
LLMs in Production: Tooling, Process, and Team Structure
 
Generative AI in CSharp with Semantic Kernel.pptx
Generative AI in CSharp with Semantic Kernel.pptxGenerative AI in CSharp with Semantic Kernel.pptx
Generative AI in CSharp with Semantic Kernel.pptx
 
Unlocking the Potential of AI in Spring.pdf
Unlocking the Potential of AI in Spring.pdfUnlocking the Potential of AI in Spring.pdf
Unlocking the Potential of AI in Spring.pdf
 
Google Cloud: Data Analysis and Machine Learningn Technologies
Google Cloud: Data Analysis and Machine Learningn Technologies Google Cloud: Data Analysis and Machine Learningn Technologies
Google Cloud: Data Analysis and Machine Learningn Technologies
 
Introduction to programming using c
Introduction to programming using cIntroduction to programming using c
Introduction to programming using c
 
Introduction to the source{d} Stack
Introduction to the source{d} Stack Introduction to the source{d} Stack
Introduction to the source{d} Stack
 
[第45回 Machine Learning 15minutes! Broadcast] Azure AI - Build 2020 Updates
[第45回 Machine Learning 15minutes! Broadcast] Azure AI - Build 2020 Updates[第45回 Machine Learning 15minutes! Broadcast] Azure AI - Build 2020 Updates
[第45回 Machine Learning 15minutes! Broadcast] Azure AI - Build 2020 Updates
 
CASE tools and their effects on software quality
CASE tools and their effects on software qualityCASE tools and their effects on software quality
CASE tools and their effects on software quality
 
1 puc programming using c++
1 puc programming using c++1 puc programming using c++
1 puc programming using c++
 
unleshing the the Power Azure Open AI - MCT Summit middle east 2024 Riyhad.pptx
unleshing the the Power Azure Open AI - MCT Summit middle east 2024 Riyhad.pptxunleshing the the Power Azure Open AI - MCT Summit middle east 2024 Riyhad.pptx
unleshing the the Power Azure Open AI - MCT Summit middle east 2024 Riyhad.pptx
 
BDA310 An Introduction to the AI services at AWS
BDA310 An Introduction to the AI services at AWSBDA310 An Introduction to the AI services at AWS
BDA310 An Introduction to the AI services at AWS
 
Mrithyunjaya_V_Sarangmath
Mrithyunjaya_V_SarangmathMrithyunjaya_V_Sarangmath
Mrithyunjaya_V_Sarangmath
 
Shift AI 2020: Using AI for automatic synthesis | Boris Cergol (Comtrade Digi...
Shift AI 2020: Using AI for automatic synthesis | Boris Cergol (Comtrade Digi...Shift AI 2020: Using AI for automatic synthesis | Boris Cergol (Comtrade Digi...
Shift AI 2020: Using AI for automatic synthesis | Boris Cergol (Comtrade Digi...
 

Mais de Usama Wahab Khan Cloud, Data and AI

Introduction to development using the share point framework mv ps
Introduction to development using the share point framework mv psIntroduction to development using the share point framework mv ps
Introduction to development using the share point framework mv psUsama Wahab Khan Cloud, Data and AI
 
Build with Serverless Applications with azure functions By usama wahab Khan
Build with Serverless Applications with azure functions By usama wahab KhanBuild with Serverless Applications with azure functions By usama wahab Khan
Build with Serverless Applications with azure functions By usama wahab KhanUsama Wahab Khan Cloud, Data and AI
 

Mais de Usama Wahab Khan Cloud, Data and AI (14)

ServerLess by usama Azure fuctions.pptx
ServerLess by usama Azure fuctions.pptxServerLess by usama Azure fuctions.pptx
ServerLess by usama Azure fuctions.pptx
 
Azure synapse by usama whaba khan
Azure synapse by usama whaba khanAzure synapse by usama whaba khan
Azure synapse by usama whaba khan
 
MCT Summit Azure automated Machine Learning
MCT Summit Azure automated Machine Learning MCT Summit Azure automated Machine Learning
MCT Summit Azure automated Machine Learning
 
Azure databricks by usama whaba khan
Azure databricks by usama whaba khanAzure databricks by usama whaba khan
Azure databricks by usama whaba khan
 
Introduction to development using the share point framework mv ps
Introduction to development using the share point framework mv psIntroduction to development using the share point framework mv ps
Introduction to development using the share point framework mv ps
 
GIS Into to Cloud Microsoft Azure
GIS  Into  to Cloud Microsoft Azure GIS  Into  to Cloud Microsoft Azure
GIS Into to Cloud Microsoft Azure
 
Build with Serverless Applications with azure functions By usama wahab Khan
Build with Serverless Applications with azure functions By usama wahab KhanBuild with Serverless Applications with azure functions By usama wahab Khan
Build with Serverless Applications with azure functions By usama wahab Khan
 
Elearning usama
Elearning usamaElearning usama
Elearning usama
 
Microsoft PowerApps Introduction by Usama Wahab Khan MVP
Microsoft PowerApps Introduction by Usama Wahab Khan MVP Microsoft PowerApps Introduction by Usama Wahab Khan MVP
Microsoft PowerApps Introduction by Usama Wahab Khan MVP
 
SharePoint on Azure
SharePoint on Azure SharePoint on Azure
SharePoint on Azure
 
Windows azure overview for SharePoint Pros
Windows azure overview for SharePoint Pros Windows azure overview for SharePoint Pros
Windows azure overview for SharePoint Pros
 
Developing apps for share point 2013
Developing apps for share point 2013Developing apps for share point 2013
Developing apps for share point 2013
 
SPS Gulf : SharePoint 2013 Cloud Business App
SPS Gulf : SharePoint 2013 Cloud Business AppSPS Gulf : SharePoint 2013 Cloud Business App
SPS Gulf : SharePoint 2013 Cloud Business App
 
SharePoint 2013 REST and CSOM
SharePoint 2013 REST  and CSOMSharePoint 2013 REST  and CSOM
SharePoint 2013 REST and CSOM
 

Último

UiPath Solutions Management Preview - Northern CA Chapter - March 22.pdf
UiPath Solutions Management Preview - Northern CA Chapter - March 22.pdfUiPath Solutions Management Preview - Northern CA Chapter - March 22.pdf
UiPath Solutions Management Preview - Northern CA Chapter - March 22.pdfDianaGray10
 
AI Fame Rush Review – Virtual Influencer Creation In Just Minutes
AI Fame Rush Review – Virtual Influencer Creation In Just MinutesAI Fame Rush Review – Virtual Influencer Creation In Just Minutes
AI Fame Rush Review – Virtual Influencer Creation In Just MinutesMd Hossain Ali
 
Cybersecurity Workshop #1.pptx
Cybersecurity Workshop #1.pptxCybersecurity Workshop #1.pptx
Cybersecurity Workshop #1.pptxGDSC PJATK
 
UiPath Platform: The Backend Engine Powering Your Automation - Session 1
UiPath Platform: The Backend Engine Powering Your Automation - Session 1UiPath Platform: The Backend Engine Powering Your Automation - Session 1
UiPath Platform: The Backend Engine Powering Your Automation - Session 1DianaGray10
 
Salesforce Miami User Group Event - 1st Quarter 2024
Salesforce Miami User Group Event - 1st Quarter 2024Salesforce Miami User Group Event - 1st Quarter 2024
Salesforce Miami User Group Event - 1st Quarter 2024SkyPlanner
 
UiPath Studio Web workshop series - Day 6
UiPath Studio Web workshop series - Day 6UiPath Studio Web workshop series - Day 6
UiPath Studio Web workshop series - Day 6DianaGray10
 
NIST Cybersecurity Framework (CSF) 2.0 Workshop
NIST Cybersecurity Framework (CSF) 2.0 WorkshopNIST Cybersecurity Framework (CSF) 2.0 Workshop
NIST Cybersecurity Framework (CSF) 2.0 WorkshopBachir Benyammi
 
Meet the new FSP 3000 M-Flex800™
Meet the new FSP 3000 M-Flex800™Meet the new FSP 3000 M-Flex800™
Meet the new FSP 3000 M-Flex800™Adtran
 
Introduction to Matsuo Laboratory (ENG).pptx
Introduction to Matsuo Laboratory (ENG).pptxIntroduction to Matsuo Laboratory (ENG).pptx
Introduction to Matsuo Laboratory (ENG).pptxMatsuo Lab
 
UiPath Studio Web workshop series - Day 7
UiPath Studio Web workshop series - Day 7UiPath Studio Web workshop series - Day 7
UiPath Studio Web workshop series - Day 7DianaGray10
 
UiPath Community: AI for UiPath Automation Developers
UiPath Community: AI for UiPath Automation DevelopersUiPath Community: AI for UiPath Automation Developers
UiPath Community: AI for UiPath Automation DevelopersUiPathCommunity
 
Anypoint Code Builder , Google Pub sub connector and MuleSoft RPA
Anypoint Code Builder , Google Pub sub connector and MuleSoft RPAAnypoint Code Builder , Google Pub sub connector and MuleSoft RPA
Anypoint Code Builder , Google Pub sub connector and MuleSoft RPAshyamraj55
 
AI You Can Trust - Ensuring Success with Data Integrity Webinar
AI You Can Trust - Ensuring Success with Data Integrity WebinarAI You Can Trust - Ensuring Success with Data Integrity Webinar
AI You Can Trust - Ensuring Success with Data Integrity WebinarPrecisely
 
Building Your Own AI Instance (TBLC AI )
Building Your Own AI Instance (TBLC AI )Building Your Own AI Instance (TBLC AI )
Building Your Own AI Instance (TBLC AI )Brian Pichman
 
Secure your environment with UiPath and CyberArk technologies - Session 1
Secure your environment with UiPath and CyberArk technologies - Session 1Secure your environment with UiPath and CyberArk technologies - Session 1
Secure your environment with UiPath and CyberArk technologies - Session 1DianaGray10
 
Linked Data in Production: Moving Beyond Ontologies
Linked Data in Production: Moving Beyond OntologiesLinked Data in Production: Moving Beyond Ontologies
Linked Data in Production: Moving Beyond OntologiesDavid Newbury
 
Artificial Intelligence & SEO Trends for 2024
Artificial Intelligence & SEO Trends for 2024Artificial Intelligence & SEO Trends for 2024
Artificial Intelligence & SEO Trends for 2024D Cloud Solutions
 
Comparing Sidecar-less Service Mesh from Cilium and Istio
Comparing Sidecar-less Service Mesh from Cilium and IstioComparing Sidecar-less Service Mesh from Cilium and Istio
Comparing Sidecar-less Service Mesh from Cilium and IstioChristian Posta
 
Using IESVE for Loads, Sizing and Heat Pump Modeling to Achieve Decarbonization
Using IESVE for Loads, Sizing and Heat Pump Modeling to Achieve DecarbonizationUsing IESVE for Loads, Sizing and Heat Pump Modeling to Achieve Decarbonization
Using IESVE for Loads, Sizing and Heat Pump Modeling to Achieve DecarbonizationIES VE
 

Último (20)

UiPath Solutions Management Preview - Northern CA Chapter - March 22.pdf
UiPath Solutions Management Preview - Northern CA Chapter - March 22.pdfUiPath Solutions Management Preview - Northern CA Chapter - March 22.pdf
UiPath Solutions Management Preview - Northern CA Chapter - March 22.pdf
 
AI Fame Rush Review – Virtual Influencer Creation In Just Minutes
AI Fame Rush Review – Virtual Influencer Creation In Just MinutesAI Fame Rush Review – Virtual Influencer Creation In Just Minutes
AI Fame Rush Review – Virtual Influencer Creation In Just Minutes
 
Cybersecurity Workshop #1.pptx
Cybersecurity Workshop #1.pptxCybersecurity Workshop #1.pptx
Cybersecurity Workshop #1.pptx
 
UiPath Platform: The Backend Engine Powering Your Automation - Session 1
UiPath Platform: The Backend Engine Powering Your Automation - Session 1UiPath Platform: The Backend Engine Powering Your Automation - Session 1
UiPath Platform: The Backend Engine Powering Your Automation - Session 1
 
Salesforce Miami User Group Event - 1st Quarter 2024
Salesforce Miami User Group Event - 1st Quarter 2024Salesforce Miami User Group Event - 1st Quarter 2024
Salesforce Miami User Group Event - 1st Quarter 2024
 
UiPath Studio Web workshop series - Day 6
UiPath Studio Web workshop series - Day 6UiPath Studio Web workshop series - Day 6
UiPath Studio Web workshop series - Day 6
 
20230104 - machine vision
20230104 - machine vision20230104 - machine vision
20230104 - machine vision
 
NIST Cybersecurity Framework (CSF) 2.0 Workshop
NIST Cybersecurity Framework (CSF) 2.0 WorkshopNIST Cybersecurity Framework (CSF) 2.0 Workshop
NIST Cybersecurity Framework (CSF) 2.0 Workshop
 
Meet the new FSP 3000 M-Flex800™
Meet the new FSP 3000 M-Flex800™Meet the new FSP 3000 M-Flex800™
Meet the new FSP 3000 M-Flex800™
 
Introduction to Matsuo Laboratory (ENG).pptx
Introduction to Matsuo Laboratory (ENG).pptxIntroduction to Matsuo Laboratory (ENG).pptx
Introduction to Matsuo Laboratory (ENG).pptx
 
UiPath Studio Web workshop series - Day 7
UiPath Studio Web workshop series - Day 7UiPath Studio Web workshop series - Day 7
UiPath Studio Web workshop series - Day 7
 
UiPath Community: AI for UiPath Automation Developers
UiPath Community: AI for UiPath Automation DevelopersUiPath Community: AI for UiPath Automation Developers
UiPath Community: AI for UiPath Automation Developers
 
Anypoint Code Builder , Google Pub sub connector and MuleSoft RPA
Anypoint Code Builder , Google Pub sub connector and MuleSoft RPAAnypoint Code Builder , Google Pub sub connector and MuleSoft RPA
Anypoint Code Builder , Google Pub sub connector and MuleSoft RPA
 
AI You Can Trust - Ensuring Success with Data Integrity Webinar
AI You Can Trust - Ensuring Success with Data Integrity WebinarAI You Can Trust - Ensuring Success with Data Integrity Webinar
AI You Can Trust - Ensuring Success with Data Integrity Webinar
 
Building Your Own AI Instance (TBLC AI )
Building Your Own AI Instance (TBLC AI )Building Your Own AI Instance (TBLC AI )
Building Your Own AI Instance (TBLC AI )
 
Secure your environment with UiPath and CyberArk technologies - Session 1
Secure your environment with UiPath and CyberArk technologies - Session 1Secure your environment with UiPath and CyberArk technologies - Session 1
Secure your environment with UiPath and CyberArk technologies - Session 1
 
Linked Data in Production: Moving Beyond Ontologies
Linked Data in Production: Moving Beyond OntologiesLinked Data in Production: Moving Beyond Ontologies
Linked Data in Production: Moving Beyond Ontologies
 
Artificial Intelligence & SEO Trends for 2024
Artificial Intelligence & SEO Trends for 2024Artificial Intelligence & SEO Trends for 2024
Artificial Intelligence & SEO Trends for 2024
 
Comparing Sidecar-less Service Mesh from Cilium and Istio
Comparing Sidecar-less Service Mesh from Cilium and IstioComparing Sidecar-less Service Mesh from Cilium and Istio
Comparing Sidecar-less Service Mesh from Cilium and Istio
 
Using IESVE for Loads, Sizing and Heat Pump Modeling to Achieve Decarbonization
Using IESVE for Loads, Sizing and Heat Pump Modeling to Achieve DecarbonizationUsing IESVE for Loads, Sizing and Heat Pump Modeling to Achieve Decarbonization
Using IESVE for Loads, Sizing and Heat Pump Modeling to Achieve Decarbonization
 

introduction Azure OpenAI by Usama wahab khan

  • 1. Usama wahab Khan MVP,MCT, CTO @Evolution Technologies
  • 2. Usama Wahab Khan Father, data Scientist, Developer/Nerd, Traveler Twitter : @usamawahabkhan LinkedIn : Usamawahabkhan
  • 3. What is generative AI Generative AI models are a subset of deep learning models that can produce new content based on what is described in the input. The OpenAI models are a collection of generative AI models that can produce language, code, and images.
  • 4. Power your apps with large-scale AI models with Azure take advantage of large-scale, generative AI models with deep understandings of language and code to enable new reasoning and comprehension capabilities for building cutting-edge applications. Apply these coding and language models to a variety of use cases, such as writing assistance, code generation, and reasoning over data. Detect and mitigate harmful use with built-in responsible AI and access enterprise-grade Azure security. Custom AI models fine-tuned with your data and hyperparameters Built-in features to help ensure you’re using AI responsibly Enterprise-grade security with role-based access control (RBAC) and private networks • ISO/IEC • CSA/CCM • ITAR • CJIS • HIPAA • IRS 1075
  • 7. Introduction to Azure OpenAI Service Pre-trained generative AI models Customization capabilities; the ability to fine-tune AI models with your own data Built-in tools to detect and mitigate harmful use cases so users can implement AI responsibly Enterprise-grade security with role-based access control (RBAC) and private networks Azure OpenAI Service provides REST API access to OpenAI's powerful language models including the GPT-3, Codex and Embeddings model series.
  • 8. Workload azure Open AI Support Generating Natural Language Text completion: generate and edit text Embeddings: search, classify, and compare text Generating Code: generate, edit, and explain code Generating Images: generate and edit images
  • 10. Examples AI Q&A Answer questions based on existing knowledge. Grammar correction Correct sentences into standard English. Summarize for a 2nd grader Translates difficult text into simpler concepts. Natural language to OpenAI API Create code to call the OpenAI API using a natural language instruction. Text to command Translate text into programmatic commands. English to other languages Translates English text into French, Spanish, and Japanese. Natural language to Stripe API Create code to call the Stripe API using natural language. SQL translate Translate natural language to SQL queries. Parse unstructured data Create tables from long-form text Classification Classify items into categories via example.
  • 14. These OpenAI models fall into a few main families:
  • 15. Models available Codex Embeddings model series the GPT-3 A series of models that can understand and generate natural language. This includes the new ChatGPT model. A series of models that can understand and generate code, including translating natural language to code. A set of models that can understand and use embeddings. An embedding is a special format of data representation that can be easily utilized by machine learning models and algorithms. The embedding is an information dense representation of the semantic meaning of a piece of text. Currently, we offer three families of Embeddings models for different functionalities: similarity, text search, and code search.
  • 16. Understanding prompts, completions, and tokens Prompt engineering
  • 17. Understanding prompts, completions, and tokens Like a person writing an essay, an AI model takes a prompt and continues writing based on the text in the prompt. The new text that the model outputs is called the completion. An example task might be to write a Python program to add two numbers. If you write out the task as a Python comment like so: Prompt engineering
  • 18. Understanding prompts, completions, and tokens def add(a, b): return a + b # Write a function that adds two numbers and returns the result. t
  • 19. Understanding prompts, completions, and tokens # Load iris data from scikit-learn datasets and plot the training data.
  • 25. Q & A Usama Wahab Khan Twitter : @usamawahabkhan LinkedIn : Usamawahabkhan

Notas do Editor

  1. Introduce the team (self-introductions). Mention LearnAI – team. 3 day airlift, transition from pure databricks to AML We will use notebooks to introduce tools and techniques, and then return to one use-case We have three kinds of session: (1) presentation style, (2) demos (w/ small exercises), (3) hands-on labs. Last day is a Hackathon (w/ two use cases) Check people’s skills. Experience with Databricks, Jupyter notebooks, VS Code, Deep Learning. Who has heard of AMLCompute? Who has used it? Who has used CI/CD and git version control?