What is an API? How it Works, Types, & Examples

By upGrad

Updated on Oct 15, 2026 | 9 min read | 2.37K+ views

Share:

Key Highlights

  • An API is a set of rules that lets one piece of software talk to another. One program sends a request, the other sends back an answer. Neither needs to know how the other works inside.
  • Every API follows the same basic pattern: a client sends a request to an endpoint, the server does the work, and a response comes back.
  • There are many types, so pick the one that fits your goal. Accessibility decides who can use the API (open, partner, internal). Architecture decides how data moves (REST, SOAP, GraphQL, gRPC, WebSocket, webhooks).
  • A few tools make life easier. Gateways handle traffic and access. OpenAPI keeps your docs and code in sync. Inspectors help you track down bugs.
  • In this article, you will learn what is an API, how it works, the main types of APIs, how to create one, and the benefits and limitations to expect.

Ready to turn data into a career? upGrad’s Data Science courses give you job-ready skills, live mentorship, and career support, all in a flexible online format.

What is an API?

An API stands for Application Programming Interface. It is a set of rules that allows two different applications to talk to each other and exchange data. For example, an API can act as a messenger between an application and a web service, forwarding requests and receiving replies.

Like a weather app on your phone. The app does not collect weather data itself. It asks a weather service for the data. The service replies with today’s forecast. The API is the interface to send the inquiry and receive the response. 

Free Courses

Explore courses related to Data Science
Case Study using Tableau, Python and SQL
Case Study using Tableau, Python and SQL
10.58K+ learners
10 hrs of learning
Introduction to Tableau
Introduction to Tableau
8.5K+ learners
8 hrs of learning
Data Science in E-commerce: Pricing & Marketing Analytics

How Does an API Work?

API works in a loop of requests and responses between programs. The API sits in the middle of this loop. See the diagram below for a clear understanding: 

API request-response flow showing a client sending a request through an API to a server and receiving a response.

There are two sides in this loop. 

  1. The client is the program that asks for something. 
  2. The server is the program that has the data or the feature. 

The Application Programming Interface consists of a set of rules. Here is how it goes, step by step:

  1. Client sends a request to the API. The request says what it wants, such as a user’s profile or a list of products.
  2. API checks the request. It confirms if the format is right and the client has permission.
  3. API passes the request to the server.
  4. The server does the work. It could look up information in a database or perform a calculation.
  5. The server returns results to the API.
  6. The API forwards this result to the client. It is usually transferred

Most web APIs use HTTP. This is the same system your browser uses to load a page. Every request includes a method, which tells the server what action to take. The four main ones are: 

  • GET reads data.
  • POST creates new data.
  • PUT updates existing data.
  • DELETE removes data.

Also read: What Is REST API? Main Elements, Examples & Challenges

Data Science Courses to upskill

Explore Data Science Courses for Career Progression

background

Liverpool John Moores University

MS in Data Science

Double Credentials

Master's Degree18 Months

Placement Assistance

Certification6 Months

What are the Different Types of APIs?

You can sort APIs in two ways. One is by who is allowed to use them. The other is by how they are built and how they move data. Most APIs fit into both groups. Below are the types of AI based on accessibility and architecture and communication.

Types of APIs Based on Accessibility

This grouping looks at who is allowed to use an API, from anyone on the internet to a single team inside one company.

1. Public APIs

Anyone can use a public API. You sign up, get a key, and start sending requests. Some are free, and others charge by usage. Google Maps, Stripe, and OpenWeather are good examples.

Companies release public APIs for a reason. Outside developers build apps on top of them. Those apps bring more people to the original service. Twitter, now X, grew a huge ecosystem of third-party tools this way.

2. Private APIs

Private APIs stay inside one company, and only its own teams use them. A bank’s mobile app, for example, may use a private API to read account data. You use the app but never touch the API. Different teams can build their own services and connect them through APIs, without needing to see each other’s code.

3. Partner APIs

Partner APIs are shared with business partners only. A contract is usually involved. A hotel chain might let a travel site see its room availability. A delivery company might let a store track parcels.

Here, the provider knows who is calling. That makes controlling access, tracking usage, and fixing problems easy. Also, the provider charges for access or shares the revenue with the partner.

4. Composite APIs

A composite API lets an app get several things with one request. Say an app needs your profile, your orders, and your saved addresses. Normally, that takes three separate requests. With a composite API, you send just one and get all three back together. This makes the app load faster and reduces network traffic. 

Also read: Top 10 NLP APIs in 2026 for Text and Language Processing

Types of APIs Based on Architecture and Communication

Architecture- and communication-based APIs focus on how an API is built and how it sends data between the client and the server. These APIs are as follows:

  1. REST: The most common web API type. It uses plain HTTP requests like GET and POST, and each request carries everything the server needs. That makes it easy to scale, which is why most public APIs use it.
  2. SOAP: An older style that sends messages as XML. It is bulky, but security and error handling are built in, so banks and government systems still rely on it. For a simple app, REST is less work.
  3. GraphQL: You list the exact fields you want in one query, and the server returns only those. No extra data, no second call. Facebook built it, and it suits mobile apps where data use matters.
  4. gRPC: Built by Google for speed. It uses a compact binary format, so calls between services finish fast. Browsers can’t use it directly, so it mostly lives inside company systems.
  5. WebSocket: The connection stays open after the first handshake, like a phone call. The server can push data the moment it has some. Chat apps, live scores, and multiplayer games use it.
  6. Webhooks: You give another service a URL, and it sends data there when something happens, like a successful payment. No need to keep checking for updates, so some call them “reverse APIs.”

Go from data basics to autonomous AI agents. upGrad’s Data Science & Agentic AI program covers SQL, Power BI, machine learning, and RAG through live weekend sessions.

How to Create an API

Building an API goes smoothly if you do things in the right order. Here are nine steps.

1. Know What You are Building

Before any code, ask two things. What problem does this solve? And who will call it? Your own mobile app, a partner, the whole internet? The answer shapes everything else, so don’t rush it. Jot down the main resources too: users, orders, products, whatever your system deals with.

2. Pick a Style

Most teams go with REST. It’s simple, and nearly every developer already knows it. Need clients to choose their own fields? Look at GraphQL. Building fast service-to-service calls inside your company? gRPC might fit better.

3. Plan Your Endpoints

Endpoints are the URLs people will hit. Keep them boring and predictable. Nouns, not verbs. The HTTP method already tells you the action, so you don’t need it in the name.

  • GET /users returns a list of users
  • POST /users adds a new one
  • GET /orders/123 fetches a single order

4. Choose Your Tools

Stick with what your team knows. Node.js with Express is quick to start. Python’s Flask or FastAPI keeps code tidy. Java with Spring Boot suits bigger, enterprise setups.

5. Write the Logic

Now the real work. Link each endpoint to your database, handle the incoming request, and send back JSON. Use proper status codes: 201 for “created,” 404 for “not found.” And write error messages a tired developer can actually understand at 2 a.m.

6. Lock It Down

Don’t skip this one. An unprotected API gets abused fast, sometimes within hours of going live.

  • Check identity with API keys, OAuth, or tokens
  • Use HTTPS everywhere
  • Never trust incoming data, so validate it
  • Add rate limits to stop floods of requests

7. Test, then Test Again

Fire off requests with Postman or cURL. Try the normal case first. Then break things on purpose: wrong inputs, empty fields, an expired token. Whatever fails in your hands would have failed for a user. Automated tests will save you from repeating this by hand.

8. Write the Docs

A great API with bad docs is a frustrating API. Show each endpoint, what it needs, and what it sends back, with real examples. The OpenAPI Specification is the standard format for describing REST APIs. Swagger can turn it into a live page where developers try calls right in the browser.

9. Launch and Keep Watching

Put it on a cloud platform, often behind an API gateway that handles security, traffic, and logging in one spot. After launch, watch errors, speed, and usage. And add a version early, like /v1/. Future changes then won’t break people already using your API.

Also read: Natural Language Processing Algorithms

What are the Benefits of APIs?

With the help of API, businesses can connect software fast and at a lower cost. Here are some other main benefits of APIs:

  • Reuse existing services instead of building new ones from scratch. Also, adding payments with Stripe or Razorpay takes only days.
  • You don’t need to build and maintain a feature because the provider will handle all the stuff. Like updates, bug fixes, security patches, and more. 
  • Different apps can communicate even if they use different languages or platforms. 
  • An API shares only the data and actions you choose, so other apps never reach your database or code. Keys or tokens let you control who gets in.
  • API also automates work. A form submission can update a spreadsheet, send a Slack message, and add a CRM contact on its own.

Also read: What is Classification in Machine Learning?

What are the Limitations of APIs?

API has multiple benefits, but it has some limitations too, and these are as follows:

  • Dependence on third parties: Their problems become yours. If their service goes down, your feature goes down too. If they raise prices or shut the API off, you need a fix fast.
  • Security risks: Every API is a door into your system. Weak logins, unchecked input, and leaked keys are the usual culprits. One key pasted into a public GitHub repo can expose private data.
  • Breaking changes: Providers update their APIs. A renamed field or a removed endpoint can break your app overnight. Good providers warn you early. Not all of them do.
  • Limited control: You only get what the provider offers. Missing a feature or field? You are stuck with a workaround or a long wait.

Also read: Top Machine Learning APIs for Data Science Projects in 2026

Conclusion

API is a way for one app to ask another app for something. You use an API every day of your life, like paying online, logging in with Google, tracking a cab on a map, all of this depends on the API. 

An API can be public, private or shared with the partners. REST is the most common and easiest to learn. To build an API, follow steps such as decide what it should do, give each item a clear URL, add a login system, and test every part. Also, write clear instructions so other developers know how to use it. 

Have any questions about data science courses? Book a free consultation call with our experts and get personalized guidance on the right learning path for you.

Frequently Asked Question (FAQs)

1. What is an API in programming?

In programming, an API is a set of tools that one piece of code offers to other code. A developer uses these tools without knowing how they work inside. Common examples are a language’s built-in library, an operating system API, and a web API that sends data over HTTP.

2. What is an API in networking?

In networking, an API lets software control network devices. An engineer can use a script to set up a router, check traffic, or add a firewall rule. This saves them from typing commands by hand. Web APIs also run over networks using HTTP.

3. Is an API the same as a web service?

No, but they are close. A web service is an API that works over a network, usually the internet. So every web service is an API. But not every API is a web service. A code library on your own computer is an API, and it needs no network.

4. What is an API call?

An API call is one request sent to an API. It asks the server to do one job, like fetching data or saving a record. The server sends back a result and a status code. A 200 means success. A 404 means not found.

5. What is an API endpoint?

An endpoint is the URL where an API takes requests. Each one points to a single item or action, such as https://api.example.com/users/42. You send an API call to an endpoint. The method you use, like GET or POST, tells the server what to do.
 

6. What is an API key?

An API key is a unique string of characters. It tells the provider which app or user is making the request. You get one when you sign up. Think of it as an ID card for your app. The key is not the API. The API is the set of rules. The key proves you are allowed to use it.
 

7. What is an API key used for?

An API key does three main things, identifies which app is calling, controls who can use the API, and lets the provider track usage, set limits, and bill you. A key alone is not strong security. For sensitive data, providers add OAuth 2.0 or JWT tokens. Keep your keys private. Never put them in public code.

8. What is an invalid API key?

An invalid API key is one the server rejects. The cause is often simple. There may be a typo. The key may be deleted or expired. Or you may be using a test key on a live endpoint. The server usually replies with a 401 or 403 error. To fix it, check for copy mistakes. Make sure the key is active in your account. If needed, create a new one.

9. What is an API inspector?

An API inspector is a tool for viewing and testing API traffic. It shows the request you sent, the headers, the response, the status code, and the time taken. Postman, Insomnia, and the Network tab in your browser all work this way. Developers use them to find bugs.

10. What is an API gateway?

An API gateway is one entry point in front of your APIs. Every request goes through it first. It handles shared jobs like login checks, rate limits, routing, logging, and caching. This keeps each backend service simple. It helps most in microservice setups, where one app is built from many small services. AWS API Gateway, Kong, and Apigee are common examples.

11. What is the OpenAPI Specification?

The OpenAPI Specification is a standard way to describe a REST API. It is written in YAML or JSON. It lists each endpoint, what it accepts, what it returns, and how to log in. Tools can read this file and build docs, run tests, and even create client code. Swagger UI turns the file into an interactive docs page. A clear spec makes an API easier to learn and use.

upGrad

1277 articles published

We are an online education platform providing industry-relevant programs for professionals, designed and delivered in collaboration with world-class faculty and businesses. Merging the latest technolo...

Speak with Data Science Expert

+91

By submitting, I accept the T&C and
Privacy Policy

Start Your Career in Data Science Today

Top Resources

Recommended Programs

Liverpool John Moores University Logo
bestseller

Liverpool John Moores University

MS in Data Science

Double Credentials

Master's Degree

18 Months

IIIT Bangalore logo

IIIT Bangalore

Executive Diploma in DS & AI

360° Career Support

Executive Diploma

12 Months

upGrad

Bootcamp

6 Months