{"id":181,"date":"2026-03-03T12:06:40","date_gmt":"2026-03-03T07:06:40","guid":{"rendered":"https:\/\/gigz.pk\/python\/?post_type=lesson&#038;p=181"},"modified":"2026-03-17T10:03:36","modified_gmt":"2026-03-17T05:03:36","slug":"working-with-apis","status":"publish","type":"lesson","link":"https:\/\/gigz.pk\/python\/lesson\/working-with-apis\/","title":{"rendered":"Working with APIs"},"content":{"rendered":"\n<p>Working with APIs (Application Programming Interfaces) means allowing different software systems to communicate with each other.<\/p>\n\n\n\n<p>APIs enable applications to send requests and receive responses, usually in JSON format.<\/p>\n\n\n\n<p>Example:<\/p>\n\n\n\n<p>A weather app uses an API to get live weather data from a server.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">What is an API?<\/h2>\n\n\n\n<p>An API is a bridge between two systems.<\/p>\n\n\n\n<p>Client \u2192 Sends request<br>Server \u2192 Processes request<br>Server \u2192 Sends response<\/p>\n\n\n\n<p>Most modern APIs use:<\/p>\n\n\n\n<p>HTTP protocol<br>JSON data format<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">How APIs Work<\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Client sends a request (GET, POST, etc.)<\/li>\n\n\n\n<li>Server processes the request<\/li>\n\n\n\n<li>Server sends a response (usually JSON)<\/li>\n\n\n\n<li>Client uses the response data<\/li>\n<\/ol>\n\n\n\n<p>Example API response (JSON):<\/p>\n\n\n\n<p>{<br>&#8220;name&#8221;: &#8220;Ali&#8221;,<br>&#8220;age&#8221;: 25<br>}<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Common HTTP Methods<\/h2>\n\n\n\n<p>GET \u2192 Retrieve data<br>POST \u2192 Create new data<br>PUT \u2192 Update existing data<br>PATCH \u2192 Partially update data<br>DELETE \u2192 Remove data<\/p>\n\n\n\n<p>These are used when interacting with REST APIs.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">API Endpoints<\/h2>\n\n\n\n<p>An endpoint is a specific URL where API requests are sent.<\/p>\n\n\n\n<p>Example:<\/p>\n\n\n\n<p>GET \/users<br>POST \/users<br>GET \/users\/1<\/p>\n\n\n\n<p>Each endpoint performs a specific function.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Working with APIs in Python<\/h2>\n\n\n\n<p>You can use the requests library.<\/p>\n\n\n\n<p>Install:<\/p>\n\n\n\n<p>pip install requests<\/p>\n\n\n\n<p>Example:<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">import requestsresponse = requests.get(\"https:\/\/api.example.com\/users\")data = response.json()print(data)<\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">Sending Data Using POST<\/h2>\n\n\n\n<pre class=\"wp-block-preformatted\">import requestsdata = {<br>    \"name\": \"Ali\",<br>    \"age\": 25<br>}response = requests.post(\"https:\/\/api.example.com\/users\", json=data)print(response.json())<\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">Handling API Responses<\/h2>\n\n\n\n<p>Important response properties:<\/p>\n\n\n\n<p>response.status_code \u2192 HTTP status<br>response.json() \u2192 Get JSON data<br>response.text \u2192 Raw text<\/p>\n\n\n\n<p>Common Status Codes:<\/p>\n\n\n\n<p>200 \u2192 Success<br>201 \u2192 Created<br>400 \u2192 Bad request<br>401 \u2192 Unauthorized<br>404 \u2192 Not found<br>500 \u2192 Server error<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Authentication in APIs<\/h2>\n\n\n\n<p>Many APIs require authentication.<\/p>\n\n\n\n<p>Common methods:<\/p>\n\n\n\n<p>API Key<br>Token Authentication<br>JWT<br>OAuth<\/p>\n\n\n\n<p>Example with token:<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">headers = {<br>    \"Authorization\": \"Token your_token_here\"<br>}response = requests.get(\"https:\/\/api.example.com\/data\", headers=headers)<\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">Error Handling<\/h2>\n\n\n\n<p>Always handle errors:<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">if response.status_code == 200:<br>    print(response.json())<br>else:<br>    print(\"Error:\", response.status_code)<\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">Real-World Uses of APIs<\/h2>\n\n\n\n<p>Payment gateways<br>Weather apps<br>Social media integrations<br>AI services<br>Database services<br>Cloud platforms<\/p>\n\n\n\n<p>APIs power modern web and mobile applications.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Best Practices When Working with APIs<\/h2>\n\n\n\n<p>Check documentation<br>Handle errors properly<br>Secure your API keys<br>Use HTTPS<br>Validate responses<br>Respect rate limits<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Key Takeaway<\/h2>\n\n\n\n<p>Working with APIs allows applications to communicate and exchange data efficiently.<\/p>\n\n\n\n<p>Understanding HTTP methods, endpoints, authentication, and JSON handling is essential for modern backend and frontend development.<\/p>\n\n\n<div class=\"yoast-breadcrumbs\"><span><span><a href=\"https:\/\/gigz.pk\/python\/\">Home<\/a><\/span> \u00bb <span class=\"breadcrumb_last\" aria-current=\"page\">PYTHON FOR AI AND LLM (PYAI) > Large Language Models > Working with APIs<\/span><\/span><\/div>\n\n\n<div class=\"schema-faq 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