GlobalAIBootcamp - Knowledge Mining using Azure Cognitive Search
- 1. Knowledge Mining using Azure Search and Cognitive Services @anupamranku linkedin.com/in/ranku ranku.site bit.ly/38Bdr1V
- 2. Agenda
- 3. Machine learning Knowledge mining AI apps & agents
- 6. Understanding the latent value in all content
- 7. Data created in the world per day 2.5 quintillion bytes Percentage of unstructured data 80% Productivity lost per knowledge worker each year due to information searches $14,209
- 10. A search-as-a-service solution allowing developers to incorporate AI-enriched search experiences into applications without managing infrastructure or needing to become search experts. What is Azure Cognitive Search?
- 11. management free ai enabled cognitive search keyword search faceting language analyzers geospatial support suggestions/auto-complete customizable scoring proximity search synonyms etc. Azure Cognitive Search Search-as-a-Service
- 12. The Cognitive Search Pattern Data in any format, any Azure store Annotations Skillset Search Ingest Enrich Explore
- 13. Ingest Enrich Your data source TranslationNEW AML models experience 2 3 1 document primaryImage secondaryImage History Origin Construction Design Material Aesthetics Tourism Access Popularity
- 14. Ingest Background on Eiffel Tower Enrich Explore experience 2 3 1 document primaryImage secondaryImage History Origin Construction Design Material Aesthetics Tourism Access Popularity
- 15. 0 Results Any time Show change in price over time
- 16. Cognitive Search A new capability of Azure Search Enriched Documents Source Data Search Index INGEST ENRICH EXPLORE
- 19. Built-in skills Location entity extraction Persons entity extraction Celebrity recognition Landmark detection Sentiment analysis Translation Image tag extraction Printed text recognition Key Phrase extraction Organization entity extraction Face detection Text Utilities Cognitive skills Azure Databricks Machine Learning VMs Azure Machine Learning Custom skills Your custom skill goes here!
- 20. Document Cracking Built-in connectors Blob Storage Azure SQL Cosmos DB Azure Tables ADLS Gen2 (new! - gated public preview!) File formats supported in blob storage rtf json html doc ppt xls pdf xml png jpg tiff bmp
- 21. Fully managed Easy to use Built-in AI Uncover latent insights from all your content Customizable
- 23. Auditing and compliance Customer feedback analytics Technical content review Digital asset management Business process automation Catalog search
- 24. “We’re in the midst of a renaissance right now, with AI bringing art and science together in a way that will enable online visitors to develop a deeper and more personally relevant connection to art.” Maria Kessler Senior Program Manager, Digital Partnerships The Metropolitan Museum of Art Solution Art exploration application allowing for anyone to explore The Met’s Open Access collection Results • Discover artworks with new pathways to similar or related works • Explore enriched information about the artist and their works • Find connections to artworks based on location and time period Connecting people to creativity, knowledge, and ideas. The Metropolitan Museum of Art
- 25. Art Metadata Art work Images Image Tagging Art Explorer Enrich The Met’s Open Access Data AI Enabled Cognitive skills Art Explorer Geo-Point Extractor Azure Blob Storage Custom Object Detector Similar Image Tagger Biography Enricher Web AppAzure Search Search Index Ingest Enrich Explore
- 27. What’s new to in Azure Cognitive Search
- 28. Resources KM workshop Power Skills • Ignite Videos – Session On-Demand Catalog