Ahmed Lemine    So, you’re a Python developer or you just use Python to make your life easier by writing utility scripts to automate repetitive tasks and boost your productivity.Such Python scripts are usually local to your machine, run from the command line and require some Python skills to use including for...

Marco Franzon    Exact RAG is a powerful multimodal model designed for Retrieval Augmented Generation RAG . It seamlessly integrates text, visual and audio information, allowing for enhanced content understanding and generation. In the rapidly evolving landscape of the Large language model LLM , the quest for...

Bob Belderbos    The repository pattern is a design pattern that helps you separate business logic from data access code. It does so by providing a unified interface for interacting with different data sources, bringing the following advantages to your system: A practical example Let’s use Python and sqlmodel PyPI...

PyBites Team    We are excited to announce that we’ve extended our Newbie Bites from to Python exercises The importance of exercising when learning how to code ’ We’re passionate about this new batch of exercises because they require active engagement, which is crucial for learning how to code....

Bob Belderbos    In this article I will show you how to deploy a FastAPI app as a function in Azure. Prerequisites are that you have an Azure account and have the Azure CLI installed see here . Setup Azure First you need to login to your Azure account: It should show your subscriptions and you select the one ...

Judith Vockenroth    OpenStreetMap OSM is known for being an open source project that allows people to browse the world map and to plan routes. However it is more than that. Among others it provides a read only API that allows users to query for very diverse map data: Overpass API Data structure of OSM To understand...

Ashlynn Antrobus    KeyError: ’GOOGLE APPLICATION CREDENTIALS It was way too early in the morning for this error. See if you can spot the problem. I hadn’t had my coffee before trying to debug the code I’d written the night before, so it will probably take you less time than it did me. app.py: file handling.py: See...

Pawel Jastrzebski    A few examples that will save the day probably of time. I don’t have the actual data but seriously, I bet you’ll find those tips useful more often than not Introduction This article was originally posted on Medium. I use f strings every day. The irony is I also every day end up searching the...

Ahmed Lemine    Virtual environments are vital if you’re developing Python apps or just writing some Python scripts. They allow you to isolate different app requirements to prevent conflicts and keep your global OS environment clean. This is super important for many reasons. The most obvious one is requirements...

Judith Vockenroth    In this article I use the metric system, where meter . feet. I also talk about highways. Here I use the definition in British English, where highway refers to any path with a public right of access. We are all familiar with the existence of route planners like google maps or OpenStreetMaps ...