SlideShare a Scribd company logo
1 of 10
Download to read offline
5 steps to build a search engine
BY PROMPTCLOUD
What are Search Engines?
Simply put, search engines are programs that
search documents for specified keywords and
returns a list of the documents where the
keywords are found.
Essentially a search engine is a general class of
programs, however, the term is often used to
specifically describe the ones that enable users
to search for documents on the World Wide
Web.
How Search Engines work
Steps to Build a Search Engine
1. Setting up a server
2. Building a web crawler
3. Setting up a database
4. Creating a ranking algorithm
5. Building the search interface
Setting up a server
Typically, search engines can be very resource
hungry as they have to crawl, analyse and index
large number of documents, continuously.
Setting up a web server for a search engine can
be a very tricky task due to this resource
intensive nature of the search application. The
web server should have the following qualities:
• Withstand high memory load
• Have high read-write speeds
• Have low network latency
Building a web crawler
The web crawler is one of the key components of a
search engine. The function of the crawler is to
traverse through all the pages it can find on the
web in order to index their content. This indexing
is done prior to the event of a user typing in the
search query. This helps the search engine in
providing the relevant results to the user with
minimal time delay. Programming the crawler is a
crucial step and requires highly technical skills.
Setting up a database
All the information that the crawler program
fetches from the web gets added to the database.
When the user keys in a query in the search bar,
the application will look for matches in this
database. Since the quantity of data to be stored
would be very high in the case of a search engine,
the database should be on a high capacity storage.
To reduce the latency, search engine databases are
hosted on high performance servers.
Creating a ranking algorithm
A search engine algorithm uses keywords as the
input query, and returns relevant search results as
the solution after matching these keywords with
the results stored in its database. These keywords
are determined by search engine spiders that
analyze web page content and keyword relevancy
based on a mathematical formula which will vary
across different search engines. An algorithm that
can ensure relevant search results is a critical
factor for the performance and accuracy of the
search engine.
Building the search interface
A search interface hides all the complicated
processes happening inside a search engine and
provides the user with a graphic UI to interact with
the search engine. This helps the user to enter
search terms and get the desired search results in
an easy to consume format. The search interface
can be a simple webpage with a search bar where
users can key in the search phrases.
Got questions? Feel free to
connect with us at:
www.promptcloud.com
Email: sales@promptcloud.com

More Related Content

More from PromptCloud

Visualizing Marvel Cinematic Universe Movies
Visualizing Marvel Cinematic Universe MoviesVisualizing Marvel Cinematic Universe Movies
Visualizing Marvel Cinematic Universe MoviesPromptCloud
 
15 Key Metrics Every E-commerce Business Should Track
15 Key Metrics Every E-commerce Business Should Track15 Key Metrics Every E-commerce Business Should Track
15 Key Metrics Every E-commerce Business Should TrackPromptCloud
 
Top Amazon Services for Ecommerce Players
Top Amazon Services for Ecommerce PlayersTop Amazon Services for Ecommerce Players
Top Amazon Services for Ecommerce PlayersPromptCloud
 
The Birth of a Web Crawling Bot
The Birth of a Web Crawling BotThe Birth of a Web Crawling Bot
The Birth of a Web Crawling BotPromptCloud
 
Upcoming Applications of Artificial intelligence in 2019
Upcoming Applications of Artificial intelligence in 2019Upcoming Applications of Artificial intelligence in 2019
Upcoming Applications of Artificial intelligence in 2019PromptCloud
 
Zipcode based price benchmarking for retailers
Zipcode based price benchmarking for retailersZipcode based price benchmarking for retailers
Zipcode based price benchmarking for retailersPromptCloud
 
Analyzing Positiveness in 160+ Holiday Songs
Analyzing Positiveness in 160+ Holiday SongsAnalyzing Positiveness in 160+ Holiday Songs
Analyzing Positiveness in 160+ Holiday SongsPromptCloud
 
PromptCloud's Year in Review - 2019
PromptCloud's Year in Review - 2019PromptCloud's Year in Review - 2019
PromptCloud's Year in Review - 2019PromptCloud
 
Top Data Analytics Trends for 2019
Top Data Analytics Trends for 2019Top Data Analytics Trends for 2019
Top Data Analytics Trends for 2019PromptCloud
 
10 Mobile App Ideas that can be Fueled by Web Scraping
10 Mobile App Ideas that can be Fueled by Web Scraping10 Mobile App Ideas that can be Fueled by Web Scraping
10 Mobile App Ideas that can be Fueled by Web ScrapingPromptCloud
 
How Web Scraping Can Help Affiliate Marketers
How Web Scraping Can Help Affiliate MarketersHow Web Scraping Can Help Affiliate Marketers
How Web Scraping Can Help Affiliate MarketersPromptCloud
 
Hotel Review Data Analysis
Hotel Review Data AnalysisHotel Review Data Analysis
Hotel Review Data AnalysisPromptCloud
 
Why and how to scrape geospatial data from the web
Why and how to scrape geospatial data from the webWhy and how to scrape geospatial data from the web
Why and how to scrape geospatial data from the webPromptCloud
 
Deploying Web Scraping to Enforce Minimum Advertised Price (MAP)
Deploying Web Scraping to Enforce Minimum Advertised Price (MAP)Deploying Web Scraping to Enforce Minimum Advertised Price (MAP)
Deploying Web Scraping to Enforce Minimum Advertised Price (MAP)PromptCloud
 
Twitter Data Analysis for FIFA World Cup Final
Twitter Data Analysis for FIFA World Cup FinalTwitter Data Analysis for FIFA World Cup Final
Twitter Data Analysis for FIFA World Cup FinalPromptCloud
 
Impact of GDPR on Data Collection and Processing
Impact of GDPR on Data Collection and ProcessingImpact of GDPR on Data Collection and Processing
Impact of GDPR on Data Collection and ProcessingPromptCloud
 
Popular Text Analytics Algorithms
Popular Text Analytics AlgorithmsPopular Text Analytics Algorithms
Popular Text Analytics AlgorithmsPromptCloud
 
Flight Data Visualization Reveals Insights on Airlines
Flight Data Visualization Reveals Insights on AirlinesFlight Data Visualization Reveals Insights on Airlines
Flight Data Visualization Reveals Insights on AirlinesPromptCloud
 
Sources of data collection for business applications
Sources of data collection for business applicationsSources of data collection for business applications
Sources of data collection for business applicationsPromptCloud
 
Web Scraping reveals top tech trends and company’s media mentions in 2017
Web Scraping reveals top tech trends and company’s media mentions in 2017Web Scraping reveals top tech trends and company’s media mentions in 2017
Web Scraping reveals top tech trends and company’s media mentions in 2017PromptCloud
 

More from PromptCloud (20)

Visualizing Marvel Cinematic Universe Movies
Visualizing Marvel Cinematic Universe MoviesVisualizing Marvel Cinematic Universe Movies
Visualizing Marvel Cinematic Universe Movies
 
15 Key Metrics Every E-commerce Business Should Track
15 Key Metrics Every E-commerce Business Should Track15 Key Metrics Every E-commerce Business Should Track
15 Key Metrics Every E-commerce Business Should Track
 
Top Amazon Services for Ecommerce Players
Top Amazon Services for Ecommerce PlayersTop Amazon Services for Ecommerce Players
Top Amazon Services for Ecommerce Players
 
The Birth of a Web Crawling Bot
The Birth of a Web Crawling BotThe Birth of a Web Crawling Bot
The Birth of a Web Crawling Bot
 
Upcoming Applications of Artificial intelligence in 2019
Upcoming Applications of Artificial intelligence in 2019Upcoming Applications of Artificial intelligence in 2019
Upcoming Applications of Artificial intelligence in 2019
 
Zipcode based price benchmarking for retailers
Zipcode based price benchmarking for retailersZipcode based price benchmarking for retailers
Zipcode based price benchmarking for retailers
 
Analyzing Positiveness in 160+ Holiday Songs
Analyzing Positiveness in 160+ Holiday SongsAnalyzing Positiveness in 160+ Holiday Songs
Analyzing Positiveness in 160+ Holiday Songs
 
PromptCloud's Year in Review - 2019
PromptCloud's Year in Review - 2019PromptCloud's Year in Review - 2019
PromptCloud's Year in Review - 2019
 
Top Data Analytics Trends for 2019
Top Data Analytics Trends for 2019Top Data Analytics Trends for 2019
Top Data Analytics Trends for 2019
 
10 Mobile App Ideas that can be Fueled by Web Scraping
10 Mobile App Ideas that can be Fueled by Web Scraping10 Mobile App Ideas that can be Fueled by Web Scraping
10 Mobile App Ideas that can be Fueled by Web Scraping
 
How Web Scraping Can Help Affiliate Marketers
How Web Scraping Can Help Affiliate MarketersHow Web Scraping Can Help Affiliate Marketers
How Web Scraping Can Help Affiliate Marketers
 
Hotel Review Data Analysis
Hotel Review Data AnalysisHotel Review Data Analysis
Hotel Review Data Analysis
 
Why and how to scrape geospatial data from the web
Why and how to scrape geospatial data from the webWhy and how to scrape geospatial data from the web
Why and how to scrape geospatial data from the web
 
Deploying Web Scraping to Enforce Minimum Advertised Price (MAP)
Deploying Web Scraping to Enforce Minimum Advertised Price (MAP)Deploying Web Scraping to Enforce Minimum Advertised Price (MAP)
Deploying Web Scraping to Enforce Minimum Advertised Price (MAP)
 
Twitter Data Analysis for FIFA World Cup Final
Twitter Data Analysis for FIFA World Cup FinalTwitter Data Analysis for FIFA World Cup Final
Twitter Data Analysis for FIFA World Cup Final
 
Impact of GDPR on Data Collection and Processing
Impact of GDPR on Data Collection and ProcessingImpact of GDPR on Data Collection and Processing
Impact of GDPR on Data Collection and Processing
 
Popular Text Analytics Algorithms
Popular Text Analytics AlgorithmsPopular Text Analytics Algorithms
Popular Text Analytics Algorithms
 
Flight Data Visualization Reveals Insights on Airlines
Flight Data Visualization Reveals Insights on AirlinesFlight Data Visualization Reveals Insights on Airlines
Flight Data Visualization Reveals Insights on Airlines
 
Sources of data collection for business applications
Sources of data collection for business applicationsSources of data collection for business applications
Sources of data collection for business applications
 
Web Scraping reveals top tech trends and company’s media mentions in 2017
Web Scraping reveals top tech trends and company’s media mentions in 2017Web Scraping reveals top tech trends and company’s media mentions in 2017
Web Scraping reveals top tech trends and company’s media mentions in 2017
 

Recently uploaded

Powerful Start- the Key to Project Success, Barbara Laskowska
Powerful Start- the Key to Project Success, Barbara LaskowskaPowerful Start- the Key to Project Success, Barbara Laskowska
Powerful Start- the Key to Project Success, Barbara LaskowskaCzechDreamin
 
ASRock Industrial FDO Solutions in Action for Industrial Edge AI _ Kenny at A...
ASRock Industrial FDO Solutions in Action for Industrial Edge AI _ Kenny at A...ASRock Industrial FDO Solutions in Action for Industrial Edge AI _ Kenny at A...
ASRock Industrial FDO Solutions in Action for Industrial Edge AI _ Kenny at A...FIDO Alliance
 
WSO2CONMay2024OpenSourceConferenceDebrief.pptx
WSO2CONMay2024OpenSourceConferenceDebrief.pptxWSO2CONMay2024OpenSourceConferenceDebrief.pptx
WSO2CONMay2024OpenSourceConferenceDebrief.pptxJennifer Lim
 
SOQL 201 for Admins & Developers: Slice & Dice Your Org’s Data With Aggregate...
SOQL 201 for Admins & Developers: Slice & Dice Your Org’s Data With Aggregate...SOQL 201 for Admins & Developers: Slice & Dice Your Org’s Data With Aggregate...
SOQL 201 for Admins & Developers: Slice & Dice Your Org’s Data With Aggregate...CzechDreamin
 
Unpacking Value Delivery - Agile Oxford Meetup - May 2024.pptx
Unpacking Value Delivery - Agile Oxford Meetup - May 2024.pptxUnpacking Value Delivery - Agile Oxford Meetup - May 2024.pptx
Unpacking Value Delivery - Agile Oxford Meetup - May 2024.pptxDavid Michel
 
Speed Wins: From Kafka to APIs in Minutes
Speed Wins: From Kafka to APIs in MinutesSpeed Wins: From Kafka to APIs in Minutes
Speed Wins: From Kafka to APIs in Minutesconfluent
 
Salesforce Adoption – Metrics, Methods, and Motivation, Antone Kom
Salesforce Adoption – Metrics, Methods, and Motivation, Antone KomSalesforce Adoption – Metrics, Methods, and Motivation, Antone Kom
Salesforce Adoption – Metrics, Methods, and Motivation, Antone KomCzechDreamin
 
The Metaverse: Are We There Yet?
The  Metaverse:    Are   We  There  Yet?The  Metaverse:    Are   We  There  Yet?
The Metaverse: Are We There Yet?Mark Billinghurst
 
AI presentation and introduction - Retrieval Augmented Generation RAG 101
AI presentation and introduction - Retrieval Augmented Generation RAG 101AI presentation and introduction - Retrieval Augmented Generation RAG 101
AI presentation and introduction - Retrieval Augmented Generation RAG 101vincent683379
 
Where to Learn More About FDO _ Richard at FIDO Alliance.pdf
Where to Learn More About FDO _ Richard at FIDO Alliance.pdfWhere to Learn More About FDO _ Richard at FIDO Alliance.pdf
Where to Learn More About FDO _ Richard at FIDO Alliance.pdfFIDO Alliance
 
Top 10 Symfony Development Companies 2024
Top 10 Symfony Development Companies 2024Top 10 Symfony Development Companies 2024
Top 10 Symfony Development Companies 2024TopCSSGallery
 
Google I/O Extended 2024 Warsaw
Google I/O Extended 2024 WarsawGoogle I/O Extended 2024 Warsaw
Google I/O Extended 2024 WarsawGDSC PJATK
 
Strategic AI Integration in Engineering Teams
Strategic AI Integration in Engineering TeamsStrategic AI Integration in Engineering Teams
Strategic AI Integration in Engineering TeamsUXDXConf
 
Demystifying gRPC in .Net by John Staveley
Demystifying gRPC in .Net by John StaveleyDemystifying gRPC in .Net by John Staveley
Demystifying gRPC in .Net by John StaveleyJohn Staveley
 
FDO for Camera, Sensor and Networking Device – Commercial Solutions from VinC...
FDO for Camera, Sensor and Networking Device – Commercial Solutions from VinC...FDO for Camera, Sensor and Networking Device – Commercial Solutions from VinC...
FDO for Camera, Sensor and Networking Device – Commercial Solutions from VinC...FIDO Alliance
 
Measures in SQL (a talk at SF Distributed Systems meetup, 2024-05-22)
Measures in SQL (a talk at SF Distributed Systems meetup, 2024-05-22)Measures in SQL (a talk at SF Distributed Systems meetup, 2024-05-22)
Measures in SQL (a talk at SF Distributed Systems meetup, 2024-05-22)Julian Hyde
 
The UX of Automation by AJ King, Senior UX Researcher, Ocado
The UX of Automation by AJ King, Senior UX Researcher, OcadoThe UX of Automation by AJ King, Senior UX Researcher, Ocado
The UX of Automation by AJ King, Senior UX Researcher, OcadoUXDXConf
 
What's New in Teams Calling, Meetings and Devices April 2024
What's New in Teams Calling, Meetings and Devices April 2024What's New in Teams Calling, Meetings and Devices April 2024
What's New in Teams Calling, Meetings and Devices April 2024Stephanie Beckett
 
Extensible Python: Robustness through Addition - PyCon 2024
Extensible Python: Robustness through Addition - PyCon 2024Extensible Python: Robustness through Addition - PyCon 2024
Extensible Python: Robustness through Addition - PyCon 2024Patrick Viafore
 
ECS 2024 Teams Premium - Pretty Secure
ECS 2024   Teams Premium - Pretty SecureECS 2024   Teams Premium - Pretty Secure
ECS 2024 Teams Premium - Pretty SecureFemke de Vroome
 

Recently uploaded (20)

Powerful Start- the Key to Project Success, Barbara Laskowska
Powerful Start- the Key to Project Success, Barbara LaskowskaPowerful Start- the Key to Project Success, Barbara Laskowska
Powerful Start- the Key to Project Success, Barbara Laskowska
 
ASRock Industrial FDO Solutions in Action for Industrial Edge AI _ Kenny at A...
ASRock Industrial FDO Solutions in Action for Industrial Edge AI _ Kenny at A...ASRock Industrial FDO Solutions in Action for Industrial Edge AI _ Kenny at A...
ASRock Industrial FDO Solutions in Action for Industrial Edge AI _ Kenny at A...
 
WSO2CONMay2024OpenSourceConferenceDebrief.pptx
WSO2CONMay2024OpenSourceConferenceDebrief.pptxWSO2CONMay2024OpenSourceConferenceDebrief.pptx
WSO2CONMay2024OpenSourceConferenceDebrief.pptx
 
SOQL 201 for Admins & Developers: Slice & Dice Your Org’s Data With Aggregate...
SOQL 201 for Admins & Developers: Slice & Dice Your Org’s Data With Aggregate...SOQL 201 for Admins & Developers: Slice & Dice Your Org’s Data With Aggregate...
SOQL 201 for Admins & Developers: Slice & Dice Your Org’s Data With Aggregate...
 
Unpacking Value Delivery - Agile Oxford Meetup - May 2024.pptx
Unpacking Value Delivery - Agile Oxford Meetup - May 2024.pptxUnpacking Value Delivery - Agile Oxford Meetup - May 2024.pptx
Unpacking Value Delivery - Agile Oxford Meetup - May 2024.pptx
 
Speed Wins: From Kafka to APIs in Minutes
Speed Wins: From Kafka to APIs in MinutesSpeed Wins: From Kafka to APIs in Minutes
Speed Wins: From Kafka to APIs in Minutes
 
Salesforce Adoption – Metrics, Methods, and Motivation, Antone Kom
Salesforce Adoption – Metrics, Methods, and Motivation, Antone KomSalesforce Adoption – Metrics, Methods, and Motivation, Antone Kom
Salesforce Adoption – Metrics, Methods, and Motivation, Antone Kom
 
The Metaverse: Are We There Yet?
The  Metaverse:    Are   We  There  Yet?The  Metaverse:    Are   We  There  Yet?
The Metaverse: Are We There Yet?
 
AI presentation and introduction - Retrieval Augmented Generation RAG 101
AI presentation and introduction - Retrieval Augmented Generation RAG 101AI presentation and introduction - Retrieval Augmented Generation RAG 101
AI presentation and introduction - Retrieval Augmented Generation RAG 101
 
Where to Learn More About FDO _ Richard at FIDO Alliance.pdf
Where to Learn More About FDO _ Richard at FIDO Alliance.pdfWhere to Learn More About FDO _ Richard at FIDO Alliance.pdf
Where to Learn More About FDO _ Richard at FIDO Alliance.pdf
 
Top 10 Symfony Development Companies 2024
Top 10 Symfony Development Companies 2024Top 10 Symfony Development Companies 2024
Top 10 Symfony Development Companies 2024
 
Google I/O Extended 2024 Warsaw
Google I/O Extended 2024 WarsawGoogle I/O Extended 2024 Warsaw
Google I/O Extended 2024 Warsaw
 
Strategic AI Integration in Engineering Teams
Strategic AI Integration in Engineering TeamsStrategic AI Integration in Engineering Teams
Strategic AI Integration in Engineering Teams
 
Demystifying gRPC in .Net by John Staveley
Demystifying gRPC in .Net by John StaveleyDemystifying gRPC in .Net by John Staveley
Demystifying gRPC in .Net by John Staveley
 
FDO for Camera, Sensor and Networking Device – Commercial Solutions from VinC...
FDO for Camera, Sensor and Networking Device – Commercial Solutions from VinC...FDO for Camera, Sensor and Networking Device – Commercial Solutions from VinC...
FDO for Camera, Sensor and Networking Device – Commercial Solutions from VinC...
 
Measures in SQL (a talk at SF Distributed Systems meetup, 2024-05-22)
Measures in SQL (a talk at SF Distributed Systems meetup, 2024-05-22)Measures in SQL (a talk at SF Distributed Systems meetup, 2024-05-22)
Measures in SQL (a talk at SF Distributed Systems meetup, 2024-05-22)
 
The UX of Automation by AJ King, Senior UX Researcher, Ocado
The UX of Automation by AJ King, Senior UX Researcher, OcadoThe UX of Automation by AJ King, Senior UX Researcher, Ocado
The UX of Automation by AJ King, Senior UX Researcher, Ocado
 
What's New in Teams Calling, Meetings and Devices April 2024
What's New in Teams Calling, Meetings and Devices April 2024What's New in Teams Calling, Meetings and Devices April 2024
What's New in Teams Calling, Meetings and Devices April 2024
 
Extensible Python: Robustness through Addition - PyCon 2024
Extensible Python: Robustness through Addition - PyCon 2024Extensible Python: Robustness through Addition - PyCon 2024
Extensible Python: Robustness through Addition - PyCon 2024
 
ECS 2024 Teams Premium - Pretty Secure
ECS 2024   Teams Premium - Pretty SecureECS 2024   Teams Premium - Pretty Secure
ECS 2024 Teams Premium - Pretty Secure
 

5 Steps to Build a Search Engine

  • 1. 5 steps to build a search engine BY PROMPTCLOUD
  • 2. What are Search Engines? Simply put, search engines are programs that search documents for specified keywords and returns a list of the documents where the keywords are found. Essentially a search engine is a general class of programs, however, the term is often used to specifically describe the ones that enable users to search for documents on the World Wide Web.
  • 4. Steps to Build a Search Engine 1. Setting up a server 2. Building a web crawler 3. Setting up a database 4. Creating a ranking algorithm 5. Building the search interface
  • 5. Setting up a server Typically, search engines can be very resource hungry as they have to crawl, analyse and index large number of documents, continuously. Setting up a web server for a search engine can be a very tricky task due to this resource intensive nature of the search application. The web server should have the following qualities: • Withstand high memory load • Have high read-write speeds • Have low network latency
  • 6. Building a web crawler The web crawler is one of the key components of a search engine. The function of the crawler is to traverse through all the pages it can find on the web in order to index their content. This indexing is done prior to the event of a user typing in the search query. This helps the search engine in providing the relevant results to the user with minimal time delay. Programming the crawler is a crucial step and requires highly technical skills.
  • 7. Setting up a database All the information that the crawler program fetches from the web gets added to the database. When the user keys in a query in the search bar, the application will look for matches in this database. Since the quantity of data to be stored would be very high in the case of a search engine, the database should be on a high capacity storage. To reduce the latency, search engine databases are hosted on high performance servers.
  • 8. Creating a ranking algorithm A search engine algorithm uses keywords as the input query, and returns relevant search results as the solution after matching these keywords with the results stored in its database. These keywords are determined by search engine spiders that analyze web page content and keyword relevancy based on a mathematical formula which will vary across different search engines. An algorithm that can ensure relevant search results is a critical factor for the performance and accuracy of the search engine.
  • 9. Building the search interface A search interface hides all the complicated processes happening inside a search engine and provides the user with a graphic UI to interact with the search engine. This helps the user to enter search terms and get the desired search results in an easy to consume format. The search interface can be a simple webpage with a search bar where users can key in the search phrases.
  • 10. Got questions? Feel free to connect with us at: www.promptcloud.com Email: sales@promptcloud.com