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Tuesday, May 21, 2019
1. Intro & Activity Update
2. Community Open Mic
3. Aaron Stillwell: “Algolia: simpler,
faster alternative to Elasticsearch
& Solr Search Engines”
4. Networking
1
ServerlessToronto.org Meetup Agenda
Serviceful Serverless theme continues:
2
3
https://dev.to
Where programmers share ideas and help each other grow
dev.to (or just DEV) Community
4
Manning Publications 2019 giveaways:
1. www.manning.com/books/serverless-applications-with-nodejs
2. www.manning.com/livevideo/production-ready-serverless
3. www.manning.com/livevideo/production-ready-serverless
4. www.manning.com/livevideo/serverless-applications-with-AWS
5. www.manning.com/livevideo/serverless-applications-with-AWS
6. www.manning.com/books/serverless-architectures-on-aws
7. www.manning.com/books/http2-in-action
8. www.manning.com/books/event-streams-in-action
9. www.manning.com/books/the-design-of-everyday-apis
10. www.manning.com/livevideo/graphql-in-motion
11. www.manning.com/books/voice-applications-for-alexa-and-google-assistant
12. www.manning.com/livevideo/machine-learning-for-mere-mortals
13. www.manning.com/books/classic-computer-science-problems-in-python
14. www.manning.com/books/getting-mean-with-mongo-express-angular-and-node
5
Community Open Mic
6
10 seconds of freedom
to pitch yourself, or
your company
Serverless Toronto
May 2019
Aaron Stillwell
Solutions Engineer (London, UK)
Agenda
History of Search & Algolia
Docsearch / Open source
Indexing, Ops & Architecture
Building an engaging front-end
search experience
Voice/Image search
1
2
3
4
5
3
Popular search engines today
Search
engine use
cases
Analytics systems
Log analysis
Time series data
Data visualization
Consumer-grade search of
structured data
1.
2.
3.
4.
5.
A look at lucene’s explain
2.4824 sum of:
1.4570 weight(tags:movies in 127) [DefaultSimilarity], result of:
1.4570 score(doc=127,freq=2.0 = termFreq=2.0), product of:
0.7079 queryWeight, product of:
2.9105 idf(docFreq=147, maxDocs=1000)
0.2432 queryNorm
2.0581 fieldWeight in 127, product of:
1.4142 tf(freq=2.0), with freq of:
2.0000 termFreq=2.0
2.9105 idf(docFreq=147, maxDocs=1000)
0.5000 fieldNorm(doc=127)
1.0255 weight(tags:kids in 127) [DefaultSimilarity], result of:
1.0255 score(doc=127,freq=1.0 = termFreq=1.0), product of:
0.7063 queryWeight, product of:
2.9038 idf(docFreq=148, maxDocs=1000)
0.2432 queryNorm
1.4519 fieldWeight in 127, product of:
1.0000 tf(freq=1.0), with freq of:
1.0000 termFreq=1.0
2.9038 idf(docFreq=148, maxDocs=1000)
0.5000 fieldNorm(doc=127)
https://chrisperks.co/2017/06/06/explaining-lucene-explain/
Speed, Relevance, Developer Experience
2012: Introducing a mobile-ready
Search engine
2013: Why not host this engine in the cloud?
10
Algolia’s bare-metal infrastructure
Algolia’s point of presence
US-EastUS-West
France
Germany
Russia
Hong Kong
Singapore
Australia
Brazil
UAE
India
Japan
Canada
South Africa
US-Central
Netherlands
Our infra at a glance (mid-2018)
60+
Data centers
40B+
Searches/mo
160B+
API calls/mo
10
GBPS of Traffic
20k+
QPS
60GB+
Read+write per second (SSD)
1300+
Servers
1.2PB
SSD stroage
148TB
RAM
We believe interactions with software
should be rewarding and meaningful.
Search is critical to our projects and we
equip teams to build and iterate quickly.
Investors
$74M
FundingFounded
2012
Employees
320Our Business
Algolia
The API at scale
57
Data centers
100+
Countries
50B+
Searches/mo
320+
Employees
7K+
Customers
Quick Demo
Help documentation to get a great search experience for free
–DocSearch,How? Our search-UI
–DocSearch,What?
Projects helped
21
Help your favourite project, apply!
https://community.algolia.com/docsearch/
Let’s get hands-on
To the future - voice and image search demos
Thanks for having me!
Solutions Engineer (London, UK)
Aaron Stillwell

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Algolia: simpler, faster alternative to Elasticsearch & Solr Search Engines

  • 1. Tuesday, May 21, 2019 1. Intro & Activity Update 2. Community Open Mic 3. Aaron Stillwell: “Algolia: simpler, faster alternative to Elasticsearch & Solr Search Engines” 4. Networking 1 ServerlessToronto.org Meetup Agenda
  • 3. 3 https://dev.to Where programmers share ideas and help each other grow
  • 4. dev.to (or just DEV) Community 4
  • 5. Manning Publications 2019 giveaways: 1. www.manning.com/books/serverless-applications-with-nodejs 2. www.manning.com/livevideo/production-ready-serverless 3. www.manning.com/livevideo/production-ready-serverless 4. www.manning.com/livevideo/serverless-applications-with-AWS 5. www.manning.com/livevideo/serverless-applications-with-AWS 6. www.manning.com/books/serverless-architectures-on-aws 7. www.manning.com/books/http2-in-action 8. www.manning.com/books/event-streams-in-action 9. www.manning.com/books/the-design-of-everyday-apis 10. www.manning.com/livevideo/graphql-in-motion 11. www.manning.com/books/voice-applications-for-alexa-and-google-assistant 12. www.manning.com/livevideo/machine-learning-for-mere-mortals 13. www.manning.com/books/classic-computer-science-problems-in-python 14. www.manning.com/books/getting-mean-with-mongo-express-angular-and-node 5
  • 6. Community Open Mic 6 10 seconds of freedom to pitch yourself, or your company
  • 7. Serverless Toronto May 2019 Aaron Stillwell Solutions Engineer (London, UK)
  • 8. Agenda History of Search & Algolia Docsearch / Open source Indexing, Ops & Architecture Building an engaging front-end search experience Voice/Image search 1 2 3 4 5
  • 10. Search engine use cases Analytics systems Log analysis Time series data Data visualization Consumer-grade search of structured data 1. 2. 3. 4. 5.
  • 11. A look at lucene’s explain 2.4824 sum of: 1.4570 weight(tags:movies in 127) [DefaultSimilarity], result of: 1.4570 score(doc=127,freq=2.0 = termFreq=2.0), product of: 0.7079 queryWeight, product of: 2.9105 idf(docFreq=147, maxDocs=1000) 0.2432 queryNorm 2.0581 fieldWeight in 127, product of: 1.4142 tf(freq=2.0), with freq of: 2.0000 termFreq=2.0 2.9105 idf(docFreq=147, maxDocs=1000) 0.5000 fieldNorm(doc=127) 1.0255 weight(tags:kids in 127) [DefaultSimilarity], result of: 1.0255 score(doc=127,freq=1.0 = termFreq=1.0), product of: 0.7063 queryWeight, product of: 2.9038 idf(docFreq=148, maxDocs=1000) 0.2432 queryNorm 1.4519 fieldWeight in 127, product of: 1.0000 tf(freq=1.0), with freq of: 1.0000 termFreq=1.0 2.9038 idf(docFreq=148, maxDocs=1000) 0.5000 fieldNorm(doc=127) https://chrisperks.co/2017/06/06/explaining-lucene-explain/
  • 13. 2012: Introducing a mobile-ready Search engine
  • 14.
  • 15. 2013: Why not host this engine in the cloud?
  • 16. 10 Algolia’s bare-metal infrastructure Algolia’s point of presence US-EastUS-West France Germany Russia Hong Kong Singapore Australia Brazil UAE India Japan Canada South Africa US-Central Netherlands
  • 17.
  • 18. Our infra at a glance (mid-2018) 60+ Data centers 40B+ Searches/mo 160B+ API calls/mo 10 GBPS of Traffic 20k+ QPS 60GB+ Read+write per second (SSD) 1300+ Servers 1.2PB SSD stroage 148TB RAM
  • 19.
  • 20. We believe interactions with software should be rewarding and meaningful. Search is critical to our projects and we equip teams to build and iterate quickly.
  • 22. The API at scale 57 Data centers 100+ Countries 50B+ Searches/mo 320+ Employees 7K+ Customers
  • 24. Help documentation to get a great search experience for free
  • 27. 21 Help your favourite project, apply! https://community.algolia.com/docsearch/
  • 29.
  • 30. To the future - voice and image search demos
  • 31. Thanks for having me! Solutions Engineer (London, UK) Aaron Stillwell