Python Async IO – The Ultimate Guide in a Single Post

As a Python developer, you might have come across the concept of asynchronous programming. Asynchronous programming, or async I/O, is a concurrent programming design that has received dedicated support in Python, evolving rapidly from Python 3.4 through 3.7 and beyond. With async I/O, you can manage multiple tasks concurrently without the complexities of parallel programming, … Read more

Python Async Lambda: Exploring its Applications and Usage

As a Python developer, you might be familiar with lambda functions, which provide a simple and concise way to create anonymous functions. However, when it comes to asynchronous programming, you may wonder if it is possible to use async and await within lambda functions to create “async lambdas.” Currently, Python does not natively support async … Read more

Can I Run OpenAI’s API in Parallel? Yes, with Python Async!

If you’re like me, you’re using OpenAI API a lot in your Python code. So the natural question arises: “How to use OpenAI’s API asynchronously by issuing multiple requests at once?” I will give you my code for asynchronous OpenAI API requests for copy and paste below. But first, allow me to give you a … Read more

Python Async Generator: Mastering Asyncio in Modern Applications

Asyncio Overview Asyncio is a Python library that allows you to write asynchronous code, providing an event loop, coroutines, and tasks to help manage concurrency without the need for parallelism.With asyncio, you can develop high-performance applications that harness the power of asynchronous programming, without running into callback hell or dealing with the complexity of threads. … Read more

Python Async Requests: Getting URLS Concurrently via HTTP(S)

As a Python developer, you may often deal with making HTTP requests to interact with APIs or to retrieve information from web pages. By default, these requests can be slow and block your program’s execution, making your code less efficient. This is where Python’s async requests come to the rescue. Asynchronous HTTP requests allow your … Read more

Python Async For: Mastering Asynchronous Iteration in Python

In Python, the async for construct allows you to iterate over asynchronous iterators, which yield values from asynchronous operations. You’ll use it when working with asynchronous libraries or frameworks where data fetching or processing happens asynchronously, such as reading from databases or making HTTP requests. The async for loop ensures that while waiting for data, … Read more

Python Async Await: Mastering Concurrent Programming

Python’s async and await are powerful features that enable you to write asynchronous code to improve the performance of your applications, particularly when dealing with I/O-bound and high-level structured network code. Async and await are used with coroutines, which are special functions that can pause and resume their execution at specific points. This allows multiple … Read more

Python Multiprocessing Pool [Ultimate Guide]

Python Multiprocessing Fundamentals πŸš€ Python’s multiprocessing module provides a simple and efficient way of using parallel programming to distribute the execution of your code across multiple CPU cores, enabling you to achieve faster processing times. By using this module, you can harness the full power of your computer’s resources, thereby improving your code’s efficiency. To … Read more

Python Async Function

As a Python developer, you might have encountered the terms async and await, wondering what they are and how to use them in your projects. Async functions enable you to write concurrent code using the async/await syntax. This powerful duo allows you to perform multiple tasks simultaneously without blocking the execution of your code. πŸ› οΈ … Read more

Keep SSH Session Alive

Problem Formulation I just tried to run AutoGPT on an EC2 instance using SSH from my local Windows machine. But here’s the annoying part: the connection always closes and AutoGPT can only work in small ~10 minute increments. When I return to my machine, I need to SSH into my instance and restart the program. … Read more