SPFx Outlook add-in with Azure Cognitive services to detect the sentiment before sending email
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The document discusses the integration of Azure Cognitive Services with a SharePoint Framework (SPFx) Outlook add-in to implement sentiment analysis before sending emails. It highlights various Azure services, including text analytics for sentiment detection, key phrase extraction, and named entity recognition, to enhance user experience in communication. The SPFx add-in introduces a unified development model across Microsoft platforms, enabling effective integration and deployment within Outlook.
![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](https://image.slidesharecdn.com/spfxoutlookadd-inwithazurecognitiveservicestodetectthesentimentbeforesendingemail1-201021180757/85/SPFx-Outlook-add-in-with-Azure-Cognitive-services-to-detect-the-sentiment-before-sending-email-10-320.jpg)
![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](https://image.slidesharecdn.com/spfxoutlookadd-inwithazurecognitiveservicestodetectthesentimentbeforesendingemail1-201021180757/85/SPFx-Outlook-add-in-with-Azure-Cognitive-services-to-detect-the-sentiment-before-sending-email-12-320.jpg)
SPFx Outlook add-in with Azure Cognitive services to detect the sentiment before sending email
- 1. SPFx Outlook add-in with Azure Cognitive services to detect the sentiment before sending email #M365Bootcamp #MS365DevBootcamp #MS365DevBootcampHyd
- 2. Jayakumar Balasubramaniam Product Lead • Microsoft Certified Trainer (MCT) • Microsoft Certified Solution Developer (MCSD) • Blogger and Speaker [email protected] @jayakumrB https://www.linkedin.com/in/j ayakumarbalasubramaniam/ #M365Bootcamp #MS365DevBootcamp #MS365DevBootcampHyd
- 3. Sarah Rajkumar Product Engineer • Work on Microsoft 365 & Azure platforms • Blogger and Speaker [email protected] @sarahr1708 https://www.linkedin.com/in/ sarah-r-1963a1147 #M365Bootcamp #MS365DevBootcamp #MS365DevBootcampHyd
- 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. 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. List of Azure Cognitive Services DECISION LANGUAGE SPEECH VISION WEB SEARCH #M365Bootcamp #MS365DevBootcamp #MS365DevBootcampHyd
- 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. 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. 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. 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. 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. 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
- 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. 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. 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. 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. Integrate SPFx Outlook Add-in Mail Compose #M365Bootcamp #MS365DevBootcamp #MS365DevBootcampHyd
Editor's Notes
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