Post on 25-May-2020
transcript
Microsoft Cognitive
Services Updates
Ted Way, PhD
Senior PM, Azure ML
tedway@microsoft.com
Unlock valuable
information lying latent
in all your content
Your business documents
Form
5471
Information Cutting-edge AI Fully text-searchable
rich index
Form 5471
Scott Guthrie
TIFF HTML
…
JPG
INGEST
Data in any
format, any
Azure store
ENRICH EXPLORE
Annotation
s
Cognitive
skills
Searc
h
management free
keyword search
faceting
language analyzers
geospatial support
suggestions/auto-complete
customizable scoring
proximity search
synonyms
cognitive search
etc.
Information Cutting-edge AI Fully text-searchable
rich index
Form 5471
INGEST ENRICH EXPLORE
Enriched
Documents
Source
Data
Search Index
INGEST ENRICH EXPLORE
Faster Performance! 30X Faster
Support of Complex Data
Types
Extend that types of
data that can be stored
and searched
New Skills
Create conditional &
shaper skills
New entity recognition
skill
HowdenChris van Ravenswaay
Global Business Solutions Manager
Centrifugal fan Axial fan Rotary heat exchanger
Compressor Cooling fan Steam turbine
Digital solutions
Special & local products
Ingesting
Searchable
Specifications
Reuse of Previous
Work &
Comments
Collaboration &
Feedback
RFP
Documents
Printed text
recognition
RFP Feedback
Application
Azure Blob
Storage
Web AppAzure Search
Search
Index
Cosmos DB
Comments &
Metadata
Engineering
Standards
Extraction
Metadata
Extraction
Risks
Extraction
Key phrase
extraction
Organization
Entity
Extraction
Built-in skills
Location entity extraction
Persons entity extraction
Celebrity recognition
Landmark detection
Sentiment analysis
Language detection
Image tag extraction
Printed text recognition
Key Phrase extraction
Organization entity extraction
Face detection
Text Utilities Azure Databricks
Machine LearningVMs
Azure Machine Learning
Custom skills
Your custom
skill goes here!
https
Speaker
rating skill
{
"values": [
{
"recordId": "7cad2",
"data":
{
"value1":
“Cindy Noteboom“
}
},
{
"recordId": "7cad3",
"data":
{
"value1":
“Elad Ziklik"
}
},
…
]
}
{
"values": [
{
"recordId": "7cad2",
"data":
{
"myOutput1":
“Awesome speaker"
}
},
{
"recordId": "7cad3",
"data":
{
"myOutput1":
“Fun but a bit weird"
}
},
…
]
}
Azure
FunctionsThe easiest
way to host
your custom
skillAzure
Function
Your custom
skill code
MS Graph
Enricher
Speaker Email
Search Index
https
Baldness
detector
skill
{
"values": [
{
"recordId": "7cad2",
"data":
{
"value1":
“Cindy Noteboom“
}
},
{
"recordId": "7cad3",
"data":
{
"value1":
“Elad Ziklik"
}
},
…
]
}
{
"values": [
{
"recordId": "7cad2",
"data":
{
"myOutput1":
“Absolutely not bald"
}
},
{
"recordId": "7cad3",
"data":
{
"myOutput1":
“Definitely getting there"
}
},
…
]
}
MS Graph
Enricher
Speaker Email
Face API
Shaper SkillSearch Index
OBJECT{
"region": "US",
"manager": {
"age": 30,
"name": {
"first": "John",
"last": "Smith"
}
}
}
NESTED{
"group": "fans",
"user": [
{
"first": "John",
"last": "Smith"
},
{
"first": "Alice",
"last": "White"
}
]
}
Enriched
Documents
Source
Data
Search Index
INGEST ENRICH EXPLORE
Knowledge Store
Projections
Enriched
Documents
Source
Data
Search Index