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Unlock the Magic of Images: A Quick and Easy Guide to Using the Cutting-Edge SmolVLM-M Model

This article showcases SmolVLM-500M-Instruct, a cutting-edge, compact vision-to-text model. Despite its relatively small size (500 million parameters), it demonstrates impressive capabilities. Here's the Python code: import torch from transformers i

Jan 24, 2025 pm 02:10 PM

Should I choose HTTP or SOCKShen crawling to collect data?

In the field of data collection, web crawlers are indispensable tools. However, with the increasing complexity of the network environment, crawlers face many challenges when collecting data, among which the choice of proxy is particularly critical. H

Jan 24, 2025 am 10:14 AM

How to deploy a SpringBoot API on AWS ECS using CDKTF?

When a Java developer asked me how to deploy their Spring Boot API on AWS ECS, I saw it as the perfect chance to dive into the latest updates on the CDKTF (Cloud Development Kit for Terraform) project. In a previous article, I introduced CDKTF, a fr

Jan 24, 2025 am 10:11 AM

Free Books Python, Linux and Programming

The Linux Command Line The Linux Command Line A comprehensive guide to mastering the Linux command line, from beginner to advanced. Linux for Beginners Linux for Beginners by Jason Cannon A great starting point for those new to Linu

Jan 24, 2025 am 10:10 AM

How to Dockerize FastAPI

This guide shows you how to Dockerize and deploy a FastAPI application. Here's a streamlined Dockerfile and deployment instructions. Dockerfile: FROM python:3.9 WORKDIR /code COPY ./requirements.txt /code/requirements.txt RUN pip install --no-cach

Jan 24, 2025 am 06:12 AM

Dictionary Tutorial

#Task 1 players = {'virat':190, 'rohit':87, 'dhoni':95, 'bumrah':100, 'sachin':78, 'Rahul':160} #Total Score total_score = 0 for k, v in players.items(): total_score = total_score v print(total_score) print() #Task 2 #Highest Scorer highest =

Jan 24, 2025 am 04:12 AM

Execution Over Excuses: How Developers Can Level Up

Are you stuck in a cycle of overthinking, planning, and waiting for the "perfect time" to act? Guess what? That perfect time doesn’t exist. It’s time to stop making excuses and start making progress. The world rewards execution, not intenti

Jan 24, 2025 am 04:10 AM

Building an Availability Checker for Refurbished Steam Decks in Europe

Securing a refurbished Steam Deck in Europe can be challenging due to fluctuating stock. This Python-based availability checker automates the process, providing real-time notifications when refurbished units appear. This post details the project's t

Jan 24, 2025 am 02:14 AM

Data Orchestration Tool Analysis: Airflow, Dagster, Flyte

Data Orchestration Showdown: Apache Airflow, Dagster, and Flyte Modern data workflows demand robust orchestration. Apache Airflow, Dagster, and Flyte are popular choices, each with distinct strengths and philosophies. This comparison, informed by re

Jan 23, 2025 pm 10:11 PM

Mastering Machine Learning Workflows

Gen AI Developer Week 2 — Day 5. The machine learning workflow is a… | by Sai Chinmay Tripurari | Jan, 2025 | Medium Sai Chinmay Tripurari ・ Jan 23, 2025 ・ saichinmayt.Medium

Jan 23, 2025 pm 08:15 PM

Debugging Your Crew: Isolating Agents and Tasks in CrewAI

Developing complex multi-agent AI systems with CrewAI can quickly become challenging. This post demonstrates how to isolate and test individual agents and tasks for easier debugging and faster iteration. The Benefits of Isolation Isolating component

Jan 23, 2025 pm 06:14 PM

Web scraping com selenium

This text is already well organized and written in correct Portuguese. The only suggestion would be to improve clarity in some points and add a little more context for the reader who is not familiar with web scraping and the IBGE website. Follow u

Jan 23, 2025 pm 06:11 PM

Just Stop Writing Python Functions Like This!

Writing concise, readable, and efficient code is a skill that every developer strives to improve. In Python, function writing can determine the quality of your codebase. However, many developers - both beginners and experienced developers - fall into common pitfalls when writing Python functions. These errors can cause readability, maintainability, and performance problems. In this article, we'll explore common patterns in Python functions that should be avoided and discuss how to improve them for better code. 1. Avoid writing functions with too many parameters question: If a function contains a long parameter list, there may be a problem. When a function accepts too many parameters, it becomes difficult to understand its functionality and errors are possible

Jan 23, 2025 pm 04:14 PM

Namespace

Namespace Namespaces are an effective way to organize code and avoid naming conflicts. Imagine if all the variables in your program were piled together, it would be very difficult to find a specific variable and understand what it does. Namespaces allow us to group variables, making it easier to use and understand our code. Key takeaways: A namespace is a container of names. Each namespace is an independent area. Namespaces prevent name conflicts. Examples of namespaces: built-in functions, global variables, local variables of functions, properties of objects.

Jan 23, 2025 pm 04:12 PM