In the directory you want to have your project, run the following commands on the shell: We’ve created the flask_demo directory and moved it inside. Before starting to install dependencies, let’s create a
In this file, you first import theFlaskclass and therender_template()function from theflaskpackage. You then use theFlaskclass to create a newapplication instancecalledapp, passing the special__name__variable, which is needed for Flask to set up some paths behind the scenes. Rendering templates...
In the preceding code block, you first import theFlaskobject from theflaskpackage. You then use it to create your Flask application instance with the nameapp. You pass the special variable__name__that holds the name of the current Python module. It’s used to tell the instance where it...
Both of these web frameworks are popular options but have pros and cons too. So it is up to the developer to keep in mind the requirements of client projects to make better use of technology. The Django features provide the facility to create large complex projects, while Flask facilitates s...
2. Create a Minimal API in Python Now, we’re going to create a barebones API in Python using Flask and Flask-restful. Start by creating a new file using your text editor of choice. We’re using Notepad++ as it lets you save files in whatever format you want. Save this file asAPI...
LangChain’sLLMwrappers make it easy to interface with local models. Use theHuggingFacePipelineintegration: fromlangchain.llmsimportHuggingFacePipelinefromtransformersimportpipeline# Create a text generation pipelinetext_gen_pipeline = pipeline("text-generation", model=model, tokenizer=tokenizer)# Wrap the ...
However, the actual value of ML models can only be realized when they are deployed in real-world applications. This article will discuss how to deploy machine learning models using Docker and Flask. Currently, Kubernetes is popular as a management layer for the Docker runtime. It offers ...
Below, we’ll discuss why you might create a payment app, how to build one, and the best tools for payment app development. What’s in this article? Why create a payment app? What features should a payment app include? How do you start developing a payment app? What are the best...
However, while the description sounds extremely promising (at least to me), the project and the surrounding eco-system is steadily losing traction (in favor ofasyncioandaiohttp?): Create simple Flask application The standard tutorial format always seemed boring to me. Instead, we will try to mak...
How to Create a Pharmacy Management System in 6 Steps Copy link Let’s move on to learning the core steps you should take to successfully go through pharmacy management software development. Still, you should be aware that the process can’t be executed properly without the assistance of a re...