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SPFx Outlook add-in with Azure Cognitive services to detect the sentiment before sending email

Global M365 Developer Bootcamp 2020 Hyderabad: SPFx Outlook add-in with Azure Cognitive services to detect the sentiment before sending email

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SPFx Outlook add-in with Azure Cognitive services to detect the sentiment before sending email

  1. 1. SPFx Outlook add-in with Azure Cognitive services to detect the sentiment before sending email #M365Bootcamp #MS365DevBootcamp #MS365DevBootcampHyd
  2. 2. Jayakumar Balasubramaniam Product Lead • Microsoft Certified Trainer (MCT) • Microsoft Certified Solution Developer (MCSD) • Blogger and Speaker jayakumar@live.in @jayakumrB https://www.linkedin.com/in/j ayakumarbalasubramaniam/ #M365Bootcamp #MS365DevBootcamp #MS365DevBootcampHyd
  3. 3. Sarah Rajkumar Product Engineer • Work on Microsoft 365 & Azure platforms • Blogger and Speaker sarahrajkumar17@gmail.com @sarahr1708 https://www.linkedin.com/in/ sarah-r-1963a1147 #M365Bootcamp #MS365DevBootcamp #MS365DevBootcampHyd
  4. 4. Agenda • Azure Cognitive Service • Azure Sentiment Analysis • SharePoint Framework Outlook Add-in • Integrate with Azure Sentiment Analysis • Configuring SPFx in Outlook #M365Bootcamp #MS365DevBootcamp #MS365DevBootcampHyd
  5. 5. Azure Cognitive Services Cognitive Services are a set of machine learning algorithms helps to build Intelligence software applications. No machine machine-learning expertise is required to use them API call alone can embed AI capabilities into your existing applications. #M365Bootcamp #MS365DevBootcamp #MS365DevBootcampHyd
  6. 6. List of Azure Cognitive Services DECISION LANGUAGE SPEECH VISION WEB SEARCH #M365Bootcamp #MS365DevBootcamp #MS365DevBootcampHyd
  7. 7. Language • Extract meaning from unstructured data • Language service contains five different services • Immersive Reader • Language Understanding • QnA Maker • Text Analytics • Translator #M365Bootcamp #MS365DevBootcamp #MS365DevBootcampHyd
  8. 8. Text Analytics • Text Analytics detect sentiment, Key phrases and named entities. • Identify and categories Important concepts • Extract key phrases in unstructured text • Better Understand customer perception #M365Bootcamp #MS365DevBootcamp #MS365DevBootcampHyd
  9. 9. Named-entity recognition • Named-entity recognition has ability to identify the different entities in text and categorize them into pre-defined classes or types such as person, location, event, product and organization. INPUT OUTPUT Wimbledon is a tennis tournament held in the UK in the first two weeks of July 2020. Event :tournament Sport name(s): tennis Location: UK Month: July Year: 2020 #M365Bootcamp #MS365DevBootcamp #MS365DevBootcampHyd
  10. 10. Key Phrase Extraction: • The Key Phrase extraction evaluate unstructured text and returns a list of key phrases. • It is useful to quickly identify main points in documents. INPUT OUTPUT "documents": [ { "language": "en", "id": "1", "text": "We love this trail and make the trip every year. The views are breath taking and well worth the hike!" }, "documents":[ { "id":"1", "keyPhrases":[ "year", "trail", "trip", "views", "hike“ ], }, #M365Bootcamp #MS365DevBootcamp #MS365DevBootcampHyd
  11. 11. Sentiment Analysis • Sentiment Analysis is useful for detecting positive and negative sentiment in social media, customer reviews etc. • After sending sentiment request it labels into three • Positive • Neutral • Negative #M365Bootcamp #MS365DevBootcamp #MS365DevBootcampHyd
  12. 12. Sentiment Analysis INPUT OUTPUT { "documents": [ { "language": "en", "id": "1", "text": "The restaurant had great food and our waiter was friendly." } ] } "documents": [ { "id": "1", "sentiment": "positive", "confidenceScores": { "positive": 1.0, "neutral": 0.0, "negative": 0.0 }, "sentences": [ { "sentiment": "positive", "confidenceScores": { "positive": 1.0, "neutral": 0.0, "negative": 0.0 }, "offset": 0, "length": 58, "text": "The restaurant had great food and our waiter was friendly." #M365Bootcamp #MS365DevBootcamp #MS365DevBootcampHyd
  13. 13. DEMO #M365Bootcamp #MS365DevBootcamp #MS365DevBootcampHyd
  14. 14. SharePoint Framework Outlook Add-in • Office Add-in available from v1.10 • Deploy in Outlook WebApp • Host the app in SharePoint • Only available in Preview • Developer Preview supports only Outlook web access #M365Bootcamp #MS365DevBootcamp #MS365DevBootcampHyd
  15. 15. Benefits of SPFx Office Add-in No change in development model Single code base across MS Teams + SharePoint + Outlook Hosted in SharePoint Easy to access Graph API #M365Bootcamp #MS365DevBootcamp #MS365DevBootcampHyd
  16. 16. Three Different Context in SPFx this.props.context.sdks.office.context this.props.context.sdks.microsoftTeams.context this.props.context.pageContext #M365Bootcamp #MS365DevBootcamp #MS365DevBootcampHyd
  17. 17. Building Office Add-In using SPFx • yo @microsoft/sharepoint --plusbeta • npm install @types/office-js --save-dev • This.context.sdks.office.context.mailbox • Use the package "@azure/ai-text-analytics" • Build and Deploy in SharePoint AppCatalog • Activate the Add-In using Outlook Web • Generally it will be accessible only in outlook INBOX #M365Bootcamp #MS365DevBootcamp #MS365DevBootcampHyd
  18. 18. Integrate SPFx Outlook Add-in Mail Compose #M365Bootcamp #MS365DevBootcamp #MS365DevBootcampHyd
  19. 19. DEMO #M365Bootcamp #MS365DevBootcamp #MS365DevBootcampHyd
  20. 20. THANK YOU jayakumar@live.in @jayakumrB https://www.linkedin.com/in/j ayakumarbalasubramaniam/ #M365Bootcamp #MS365DevBootcamp #MS365DevBootcampHyd

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