www.mongodb.com Open in urlscan Pro
2600:9000:2490:6a00:7:7859:3840:93a1  Public Scan

URL: https://www.mongodb.com/
Submission: On July 28 via manual from GB — Scanned from GB

Form analysis 2 forms found in the DOM

GET https://www.mongodb.com/search

<form role="search" method="GET" action="https://www.mongodb.com/search" class="css-dc0gsv">
  <div class="css-87svlz">
    <div class="css-36i4c2"><input type="text" placeholder="Search products, whitepapers, &amp; more..." value="" class="css-etrcff"></div>
    <div class="css-v2nqhr">
      <div class="css-aef77t"><button role="button" type="button" class="css-14k7wrz"><span data-testid="selected-value" class="css-6k4l2y">General Information</span>
          <div class="css-109dpaz"><svg data-testid="icon" width="16" height="9" viewBox="0 0 16 9" fill="none" xmlns="http://www.w3.org/2000/svg" class="css-1yzkxhp">
              <path d="M1.06689 0.799988L8.00023 7.73332L14.9336 0.799988" stroke-linecap="round" stroke-linejoin="round" class="css-1tlq8q9"></path>
            </svg></div>
        </button>
        <div class="css-hn9qqo">
          <ul data-testid="options" role="listbox" class="css-ac9zo2">
            <li role="option" tabindex="0" class="css-11dtrvq">General Information</li>
            <li role="option" tabindex="0" class="css-11dtrvq">All Documentation</li>
            <li role="option" tabindex="0" class="css-11dtrvq">Realm Documentation</li>
            <li role="option" tabindex="0" class="css-11dtrvq">Developer Articles &amp; Topics</li>
            <li role="option" tabindex="0" class="css-11dtrvq">Community Forums</li>
            <li role="option" tabindex="0" class="css-11dtrvq">Blog</li>
            <li role="option" tabindex="0" class="css-11dtrvq">University</li>
          </ul>
        </div>
      </div><input type="hidden" id="addsearch" name="addsearch" value="">
      <div class="css-1myrko"><button type="submit" tabindex="0" data-track="true" class=" css-13l1z36"><img alt="search icon" src="https://webimages.mongodb.com/_com_assets/cms/krc3hljsdwdfd2w5d-web-actions-search.svg?auto=format%252Ccompress"
            class="css-r9fohf"></button></div>
    </div>
  </div>
</form>

GET https://www.mongodb.com/search

<form role="search" method="GET" action="https://www.mongodb.com/search" class="css-11a71ad">
  <div class="css-7590ag"><input type="text" placeholder="Search products, whitepapers, &amp; more..." value="" class="css-xrkki1"></div>
  <div class="css-abpu8v"><select id="filter-select" class="select-overlay css-15v6p12">
      <option selected="" value="General Information">General Information</option>
      <option value="All Documentation">All Documentation</option>
      <option value="Realm Documentation">Realm Documentation</option>
      <option value="Developer Articles &amp; Topics">Developer Articles &amp; Topics</option>
      <option value="Community Forums">Community Forums</option>
      <option value="Blog">Blog</option>
      <option value="University">University</option>
    </select><input type="hidden" id="addsearch" name="addsearch" value="">
    <div class="css-1myrko"><button type="submit" tabindex="0" data-track="true" class=" css-31biy7">Search</button></div>
  </div>
</form>

Text Content

Event
{Event} Save 50% on registration to MongoDB.local London with code WEB50! Learn
more >
General Information

 * General Information
 * All Documentation
 * Realm Documentation
 * Developer Articles & Topics
 * Community Forums
 * Blog
 * University


 * Products
   Atlas→
   
   Developer data platform
   
   --------------------------------------------------------------------------------
   
   Enterprise Advanced→
   
   Enterprise software and support
   
   --------------------------------------------------------------------------------
   
   Community Edition→
   
   Free software used by millions
   
   --------------------------------------------------------------------------------
   
    * Database→
    * Search→
    * Vector Search→
    * Stream Processing→
    * Data Lake (Preview)→
    * Charts→
    * Device Sync→
    * APIs, Triggers, Functions→
   
    * Enterprise Server→
    * Ops Manager→
    * Enterprise Kubernetes Operator→
   
    * Community Server→
    * Cloud Manager→
    * Community Kubernetes Operator→
   
   
   Tools→
   
   Build faster
   
   --------------------------------------------------------------------------------
   
    * Compass→
    * Shell→
    * VS Code Plugin→
    * Atlas CLI→
    * Database Connectors→
    * Cluster-to-Cluster Sync→
    * Mongoose ODM Support→
    * Relational Migrator→
   
   
 * Solutions
   
   By Industry
   
   
   
   --------------------------------------------------------------------------------
   
   By Use Case
   
   
   
   --------------------------------------------------------------------------------
   
    * Financial Services→
    * Telecom→
    * Healthcare→
    * Retail→
    * Public Sector→
    * Manufacturing→
    * All Industries→
   
    * Analytics→
    * Artificial Intelligence→
    * Internet of Things→
    * Mobile→
    * Payments→
    * Serverless Development→
    * All Use Cases→
   
   
   
   Developer Data Platform
   
   Innovate fast at scale with a unified developer experience
   
   Learn More
   
   --------------------------------------------------------------------------------
   
   White Papers & Presentations
   
   Webinars, white papers, datasheets and more
   
   View All
 * Resources
   Documentation→
   
   
   
   --------------------------------------------------------------------------------
   
    * Atlas→
    * Server→
    * Drivers→
   
    * Develop Applications→
    * Launch and Manage MongoDB→
    * View and Analyze→
    * Start with Guides→
   
   
   
   Community
   
   
   
   --------------------------------------------------------------------------------
   
   Education
   
   
   
   --------------------------------------------------------------------------------
   
    * Developer Center→
    * Events & Webinars→
    * Forums→
    * Champions→
    * Find a User Group→
   
    * University→
    * Certification→
    * Academia→
    * Intro to MongoDB Course→
    * Browse All Courses→
   
   
 * Company
   
   About
   
   
   
   --------------------------------------------------------------------------------
   
   Services
   
   
   
   --------------------------------------------------------------------------------
   
   Partnerships
   
   
   
   --------------------------------------------------------------------------------
   
    * Who We Are→
    * Customer Stories→
    * Blog→
    * Careers→
    * Pressroom→
    * Leadership→
    * Investors→
    * MongoDB Ventures→
   
    * Consulting→
    * Training→
    * Customer Support→
    * Customer Success→
   
    * Partner Ecosystem→
    * MongoDB for Startups→
   
   
 * Pricing

Sign In
Try Free

General InformationAll DocumentationRealm DocumentationDeveloper Articles &
TopicsCommunity ForumsBlogUniversity
Search

MONGODB ATLAS

For the next generation of intelligent applications.

Build applications on the industry's first developer data platform. From
AI-powered and event-driven apps to edge use cases and search, build fast and at
the scale users demand.

Start Free
Learn More

43k+
Customers →
110+
Regions across AWS, Azure, and GCP →
140k+
Developers join every month →
#1
Most used modern database →

Connecting to: mongodb+srv://cluster0.ab123.mongodb.net/myFirstDatabase
Using MongoDB: 6.0
# Confirm vector embeddings were added to movie data

# Return three documents in movieEmbeddings collection






BUILD THE NEXT BIG THING IN AI WITH MONGODB

Our AI Innovators Program enables innovation and showcases cutting-edge AI
solutions from startups, customers, and partners.

Learn More
Events near you




MONGODB UNIVERSITY

The new learning experience makes picking up knowledge, developing a fundamental
MongoDB skill set, and getting certified both quick and easy.
Explore Now


WORKING WITH DATA DOESN’T
NEED TO BE HARD

Our guiding principle is to help developers solve their data challenges. Here’s
what you can do with MongoDB.


BUILD FASTER

Ship and iterate 3–5x faster with our flexible document data model and a unified
query interface for any use case.


SCALE FURTHER

Whether it’s your first customer or 20 million users around the world, meet your
performance SLAs in any environment.


SLEEP BETTER

Easily ensure high availability, protect data integrity, and meet the security
and compliance standards for your mission-critical workloads.


FULLY MANAGED IN THE CLOUD

Start in seconds and scale to millions with our cloud services

ATLAS

MULTI-CLOUD DEVELOPER DATA PLATFORM

An integrated suite of cloud database services that allow you to address a wide
variety of use cases, from transactional to analytical, from search to data
visualizations.
Learn more



MOBILE

REAL-TIME DATA AT THE EDGE

Launch secure mobile apps with native, edge-to-cloud sync and automatic conflict
resolution.
Learn more



SELF-MANAGED IN ANY ENVIRONMENT

Run MongoDB anywhere, from your laptop to your data center

COMMUNITY EDITION

DATABASE SOFTWARE USED BY MILLIONS

Our distributed document database is where it all began. Free forever with
seamless migration to Atlas.
Learn more


ENTERPRISE ADVANCED

ENTERPRISE SOFTWARE AND SUPPORT

The best way to run MongoDB yourself. Drive operational efficiency and security.
Learn more


Built by developers, for developers

The document data model maps to how you think and code.

Model

Escape from rigid, tabular data structures with flexible documents that map
directly to objects in code. Incorporate nested objects, vector embeddings,
geospatial and time-series measurements into a data model optimized for
performance, compute cost, and productivity.

Query

Use an expressive, developer-native query API to work with data anyway your
application needs. Retrieve and modify documents. Prompt LLMs with semantic
search across vectors. Aggregate, transform and analyze your data in place,
without having to ETL it to another system

Optimize

Optimize queries, react instantly to database changes, and generate materialized
views on-demand. MongoDB makes it easy to receive and process millions of
requests per day with no change in performance.

1-to-1
1-to-Many
Many-to-Many
0
# Option 1: Model one-to-many
1
# relationships with embedded documents
2

3
Order={
4
"_id": "2934f",
5
"salesDate": "2022-05-02",
6
"customer":{
7
"name": "Jack Beanstalk",
8
"gender": "M",
9
"rewardsMember": "True"
10
},
11
"items": [ {
12
"name": "Monstera",
13
"price":{
14
"$numberdecimal": "8.00"
15
},
16
"quantity":{
17
"$numberInt": "1"
18
}
19
},
20
{
21
"name": "Pothos",
22
"price":{
23
"$numberdecimal": "8.00"
24
},
25
"quantity":{
26
"$numberInt": "2"
27
}
28
} ]
29
}
30

31
# Option 2: Model one-to-many
32
# relationships with document references
33

34
Order={
35
"_id": "2934f",
36
"salesDate": "2022-05-02",
37
"customer": {
38
"name": "Jack Beanstalk",
39
"gender": "M",
40
"rewardsMember": "True"
41
},
42
"items": [ "12", "35", "86"]
43
}
44

Documentation

Docs

Reference manuals, articles, and code samples — all the technical documentation
you need to deploy, configure, and run MongoDB.

Documentation


Developer Center

The latest MongoDB tutorials, videos, and code examples shown in the language of
your choice.

Start Building


Community Forum

Join 140K+ developers on our Community Forums to get advice, learn tips and
tricks, and share your projects and experience.

Join the Community


Don’t just take our word for it

Find out why MongoDB is the industry’s most used modern database for the 5th
year in a row.



“The granular updates you can perform on nested @MongoDB data is pretty
amazing.”

Charlie Lu @theCHARlister

Software Engineer; Typescript

“MongoDB is my favorite. Atlas is an amazing product and service”

John Hanley @NeoPrimeAWS

Enterprise Architect and SWE; PHP, Python, C# and Swift

"Finally achieved my MongoDB Certification from @MongoDB. The courses are
amazingly interactive. Loved every second of it💪🥇”

Steven Oketch @iSteve_zion

Web Developer; MERN Stack



MongoDB Atlas

Learn about the platform


The developer data platform for any use case.

Learn about the platform
Vector SearchStream ProcessingOperationalTransactionalText
SearchAnalyticalMobileGraphGeospatial

Vector Search Use Cases

Integrate your operational database and vector store in a single, unified
platform with Atlas. Support integrations into large language models (LLMs)
enable providing long-term memory to generative AI applications like chatbots
and content generation applications. Deliver advanced semantic search for
hyper-personalized experiences.

Learn More
Documentation




LOVED BY DEVELOPERS, TRUSTED BY ENTERPRISES

View all customer stories


100K+

developers on the platform

45+

pre-trained AI APIs
Listen to the Podcast


ARTIFICIAL INTELLIGENCE

“All of the business logic of our platform needs to make decisions very fast.
It’s all running on Atlas, which allows us to move faster because we don’t have
to worry about deploying or scaling. Whenever we need to add more fields, more
queries, more steps in the business logic, Atlas just works. We don’t have to
think about it.”

Listen to the Podcast
MongoDB for Artificial Intelligence


90%

time savings

10M

documents searched in 15ms
Read Case Study


INSURANCE

“Atlas Search is blazing fast! We can surface relevant results from data sets
with tens of millions of documents in around 15ms.”

Read Case Study
MongoDB for Insurance


40%

cost savings

4

use cases, 1 query interface
Read Case Study


RETAIL

“Cost, speed, reliability and access to the data. From our perspective, we will
have realized a 40% cost saving by the time we've finished our migration. That's
huge.”“Cost, speed, reliability and access to the data. From our perspective, we
will have realized a 40% cost saving by the time we've finished our migration.
That's huge.”

Read Case Study
MongoDB for Retail


65M+

daily events processed

40%

more resource efficient
Read Case Study


MANUFACTURING

“We expect to process 20 times as many events in just two years’ time – that’s
two billion per day and Atlas is well placed to handle that massive increase
without a problem.”

Read Case Study
MongoDB for Manufacturing


32

applications migrated in 30 days

2M+

customers supported
Read Case Study


FINANCIAL SERVICES

“The fact that MongoDB Atlas supported the three major hyperscalers [Google
Cloud, AWS, Azure] helped with portability and supports a multi-cloud future for
us. It made it really easy for us to choose MongoDB because we didn’t have to
then hedge our bets on a particular cloud provider or a particular process — we
could be flexible.”

Read Case Study
MongoDB for Financial Services


FINANCIAL SERVICES

DE-RISK YOUR MODERNIZATION JOURNEY

Iterative modernization enables financial firms to innovate while modernizing —
with immediate gains and less risk.
Learn More


USE CASES

From legacy modernization to IOT data to single view, learn how you can use
MongoDB.

View all use cases



INDUSTRIES

MongoDB helps remove barriers to innovation for organizations in any industry.

View our solutions



WORKS SEAMLESSLY WITH YOUR TECH STACK

MongoDB integrates with 100+ of your favorite technologies
Explore our ecosystem



Choose your path

START HERE

Build the next big thing

Create the applications of tomorrow with less complexity than ever before.

Start Free

more information

The Developer Data Platform

Documentation

Pricing

Contact Us

English

 * English
 * Português
 * Español
 * 한국어
 * 日本語
 * Italiano
 * Deutsch
 * Français
 * 简体中文

© 2023 MongoDB, Inc.

About

 * Careers
 * Investor Relations
 * Legal Notices
 * Privacy Notices
 * Security Information
 * Trust Center

Support

 * Contact Us
 * Customer Portal
 * Atlas Status
 * Customer Support

Social

 * GitHub
 * Stack Overflow
 * LinkedIn
 * YouTube
 * Twitter
 * Twitch
 * Facebook

© 2023 MongoDB, Inc.
Contact Us

CONNECT WITH MONGODB

Let us know how we can help and one of our product specialists will get back to
you as soon as possible.

Contact Us

CHAT WITH SALES

Talk to us for more information about features, sizing, support plans, and
consulting.

HELP & SUPPORT

Visit our Support Portal to take advantage of our free resources, online
courses, and community forums.






PRIVACY PREFERENCE CENTER

"Cookies" are small files that enable us to store information while you visit
one of our websites. When you visit any website, it may store or retrieve
information on your browser, mostly in the form of cookies. This information
might be about you, your preferences or your device and is mostly used to make
the site work as you expect it to. The information does not usually directly
identify you, but it can give you a more personalized web experience. Because we
respect your right to privacy, you can choose not to allow some types of
cookies, but essential cookies are always enabled. Click on the different
category headings to find out more and change our default settings. However,
blocking some types of cookies may impact your experience of the site and the
services we are able to offer.
MongoDB Privacy Policy
Allow All


MANAGE CONSENT PREFERENCES

STRICTLY NECESSARY COOKIES

Always Active

These cookies are necessary for the website to function and cannot be switched
off in our systems. They are usually only set in response to actions made by you
which amount to a request for services, such as setting your privacy
preferences, logging in or filling in forms. You can set your browser to block
or alert you about these cookies, but some parts of the site will not then work.
These cookies do not store any personally identifiable information.

PERFORMANCE COOKIES

Performance Cookies

These cookies allow us to count visits and traffic sources so we can measure and
improve the performance of our site. They help us to know which pages are the
most and least popular and see how visitors move around the site. All
information these cookies collect is aggregated and therefore anonymous. If you
do not allow these cookies we will not know when you have visited our site, and
will not be able to monitor its performance.

FUNCTIONAL COOKIES

Functional Cookies

These cookies enable the website to provide enhanced functionality and
personalisation. They may be set by us or by third party providers whose
services we have added to our pages. If you do not allow these cookies then some
or all of these services may not function properly.

TARGETING COOKIES

Targeting Cookies

These cookies may be set through our site by our advertising partners. They may
be used by those companies to build a profile of your interests and show you
relevant adverts on other sites. They do not store directly personal
information, but are based on uniquely identifying your browser and internet
device. If you do not allow these cookies, you will experience less targeted
advertising.

SOCIAL MEDIA COOKIES

Social Media Cookies

These cookies are set by a range of social media services that we have added to
the site to enable you to share our content with your friends and networks. They
are capable of tracking your browser across other sites and building up a
profile of your interests. This may impact the content and messages you see on
other websites you visit. If you do not allow these cookies you may not be able
to use or see these sharing tools.


BACK BUTTON PERFORMANCE COOKIES



Vendor Search Search Icon
Filter Icon

Clear
checkbox label label
Apply Cancel
Consent Leg.Interest
checkbox label label
checkbox label label
checkbox label label

Confirm My Choices


By clicking "Accept All Cookies", you agree to the storing of cookies on your
device to enhance site navigation, analyze site usage, and assist in our
marketing efforts. You can enable and disable optional cookies as desired. Read
our Privacy Policy. Read our Privacy Policy

Manage Cookies Accept All Cookies