Python

Hands-On with Agents SDK: Safeguarding Input and Output with Guardrails

exploring features within the OpenAI Agents SDK framework, there’s one capability that deserves a better look: input and output guardrails. In previous articles, we built our first agent with an API-calling tool after which...

Useful Python Libraries You Might Not Have Heard Of:  Freezegun

that testing our code is an important and essential a part of the software development life cycle. That is even perhaps more essential once we’re discussing AI and ML systems, where an inherent...

A Deep Dive into RabbitMQ & Python’s Celery: Easy methods to Optimise Your Queues

, have worked with machine learning or large-scale data pipelines, likelihood is you’ve used some form of queueing system.  Queues let services seek advice from one another asynchronously: you send off work, don’t wait around,...

Stepwise Selection Made Easy: Improve Your Regression Models in Python

To get probably the most out of this tutorial, you need to have already got a solid understanding of how linear regression works and the assumptions behind it. You must also bear in mind...

Learn how to Import Pre-Annotated Data into Label Studio and Run the Full Stack with Docker

Dataset preparation for an object detection training workflow can take a protracted time and infrequently be frustrating. Label Studio, an open-source data annotation tool, can assist by providing a simple strategy to annotate datasets....

Crafting a Custom Voice Assistant with Perplexity

, Alexa, and Siri are the dominating voice assistants available for on a regular basis use. These assistants have turn out to be ubiquitous in almost every home, carrying out tasks from home automation,...

Implementing the Hangman Game in Python

, Hangman was a very fun game in our home. We'd grab a pen and paper and take turns selecting words for the opposite to guess. Today, it's utilized in classroom settings to assist...

How We Reduced LLM Costs by 90% with 5 Lines of Code

feeling when all the pieces to be working just positive, until you look under the hood and realize your system is burning 10× more fuel than it must? We had a client script...

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