Azure Cognitive Search
Luis Beltrán
@darkicebeam
luis@luisbeltran.mx
luisbeltran.mx
HTML
PNG
management free
keyword search
faceting language analyzers
geospatial support
suggestions/auto-complete
customizable scoring
proximity search
synonyms, etc.
Cognitive Services capabilities
Infuse your apps, websites, and bots with human-like intelligence
At a high level…
INGEST
Data in any
format, any
Azure store
ENRICH EXPLORE
Annotations
Cognitive skills
Search
Cognitive Search Architecture
Annotated
Documents
Customer
Data
Search
Index
INGEST ENRICH EXPLORE
Document Cracking
• Different types of data sources
• Blob Storage
• Azure SQL
• Cosmos DB
• Azure Tables
• MySQL
• Azure Files ( private preview)
• File formats supported in
blob storage
Cognitive Search Architecture
Annotated
Documents
Customer
Data
Search
Index
INGEST ENRICH EXPLORE
Built-in skills
Cognitive skills
Azure
Databricks
Machine Learning
VMs
Azure Machine
Learning
Custom skills
Your custom
skill goes here!
Sample skillset
OCR (text
recognition)
https
Custom skill requirements
Custom
translation
skill
{
"values": [
{
"recordId": "7cad2",
"data":
{
"value1":
"I owe you 5 grand"
}
},
{
"recordId": "7cad3",
"data":
{
"value1":
"Just my 2 cents",
}
},
…
]
}
{
"values": [
{
"recordId": "7cad2",
"data":
{
"myOuput1":
"Te debo cinco mil"
}
},
{
"recordId": "7cad3",
"data":
{
"myOutput1":
"Solo mis 2 centavos"
}
},
…
]
}
Cognitive Search Architecture
Annotated
Documents
Customer
Data
Search
Index
INGEST ENRICH EXPLORE
Luis Beltrán
@darkicebeam
luis@luisbeltran.mx
luisbeltran.mx

Azure cognitive search

Editor's Notes