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OpenAI’s Swarm framework is designed to create a user-friendly and flexible environment for coordinating multiple agents. While it’s primarily intended for educational and experimental use, OpenAI advises against using Swarm in production settings, but it is a framework worth exploring. Its core purpose is to demonstrate the concepts of “handoffs” and “routines,” patterns that help […] The post How OpenAI Swarm Enhances Multi-Agent Collaboration?
Rocket Software, Inc., a global technology leader in modernization software, is advancing its mission of supporting enterprises at every stage of their modernization journey by expanding its Hybrid Cloud solutions to include cutting-edge generative AI (GenAI) functionality.
OpenAI, a leading AI company, offers API keys for developers to interact with its platform and utilize its LLM models in various projects. In this article, you’ll learn how to create your own OpenAI API Key, updated as of 2024. The simplest and recommended way to generate your API key is through the OpenAI developer […] The post How to Generate Your Own OpenAI API Key and Add Credits?
Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. With the 3.0 release, the top-requested features from the community were delivered, including a revamped UI for easier navigation, stronger security, and greater flexibility to run tasks anywhere at any time.
Have you ever wondered how to build a multilingual application that can effortlessly translate text from English to other languages? Imagine creating your very own translation tool, leveraging the power of LangChain to handle the heavy lifting. In this article, we will learn how to build a basic application using LangChain to translate text from […] The post How to Build a Simple LLM Application with LCEL?
Image segmentation has become a popular technology, with different fine-tuned models available for various purposes. The model labels every pixel in an image by streaming every region of the input image; this concept makes the idea of semantic segmentation into reality and application. This Face parsing model is a semantic segmentation technology fine-tuned from Nvidia’s […] The post Understanding Face Parsing: A Deep Dive into Semantic Segmentation Technology appeared first on Analytics V
Image segmentation has become a popular technology, with different fine-tuned models available for various purposes. The model labels every pixel in an image by streaming every region of the input image; this concept makes the idea of semantic segmentation into reality and application. This Face parsing model is a semantic segmentation technology fine-tuned from Nvidia’s […] The post Understanding Face Parsing: A Deep Dive into Semantic Segmentation Technology appeared first on Analytics V
Author(s): ronilpatil Originally published on Towards AI. Image by Author Table of Content — Introduction—The Challenge—Cache Mechanism—Caching with DiskCache—Caching with Redis—Redis on Upstash—GitHub Repository—Conclusion Introduction In the fast-paced world of web applications, speed and efficiency are the most critical aspects, especially when you’re integrating AI models.
Researchers at UCLA have developed a new AI model that can expertly analyze 3D medical images of diseases in a fraction of the time it would otherwise take a human clinical specialist.
Last Updated on October 19, 2024 by Editorial Team Author(s): Shenggang Li Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Time Series Clustering Using Auto-Regressive Models, Moving Averages, and Nonlinear Trend Functions Photo by Ricardo Gomez Angel on Unsplash Clustering time series data, like stock prices or gene expression, is often difficult.
Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage
There’s a lot of noise surrounding the ability of AI agents to connect to your tools, systems and data. But building an AI application into a reliable, secure workflow agent isn’t as simple as plugging in an API. As an engineering leader, it can be challenging to make sense of this evolving landscape, but agent tooling provides such high value that it’s critical we figure out how to move forward.
Author(s): Paul Ferguson, Ph.D. Originally published on Towards AI. Why We’re Demanding Answers from Our Smartest Machines Image generated by Gemini AI Artificial intelligence is making decisions that impact our lives in profound ways, from loan approvals to medical diagnoses. Yet, for all their sophistication, they often can’t explain their choices — this lack of transparency isn’t just frustrating — it’s increasingly problematic as AI becomes more integrated into critical areas of our lives.
On October 12th we sent a cease and desist letter to Automattic and WordPress.com regarding the unauthorized use of the WP Fusion trademark on.com's private mirror of the WordPress plugin repository. Automattic has responded and agreed to take down the listing.
Last Updated on October 20, 2024 by Editorial Team Author(s): Anoop Maurya Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Photo by Amr Taha™ on Unsplash In the realm of artificial intelligence, the emergence of transformer models has revolutionized natural language processing (NLP). While large models with billions of parameters dominate the landscape, smaller models can still deliver impressive results.
Speaker: Andrew Skoog, Founder of MachinistX & President of Hexis Representatives
Manufacturing is evolving, and the right technology can empower—not replace—your workforce. Smart automation and AI-driven software are revolutionizing decision-making, optimizing processes, and improving efficiency. But how do you implement these tools with confidence and ensure they complement human expertise rather than override it? Join industry expert Andrew Skoog as he explores how manufacturers can leverage automation to enhance operations, streamline workflows, and make smarter, data-dri
Speech recognition has become an increasingly popular feature in modern web applications. With the Web Speech API , developers can easily incorporate speech-to-text functionality into their web projects. This API provides the tools needed to perform real-time transcription directly in the browser, allowing users to control your app with voice commands or simply dictate text.
Last Updated on October 19, 2024 by Editorial Team Author(s): Allohvk Originally published on Towards AI. Quantization explained in plain English When BERT was released around 5 years ago, it triggered a wave of Large Language Models with ever increasing sizes. As the model size got bigger, the performance improved with no apparent upper limit to the improvement!
Documents are the backbone of enterprise operations, but they are also a common source of inefficiency. From buried insights to manual handoffs, document-based workflows can quietly stall decision-making and drain resources. For large, complex organizations, legacy systems and siloed processes create friction that AI is uniquely positioned to resolve.
Cybernetically enhanced web apps. Latest version: 5.0.0, last published: 2 hours ago. Start using svelte in your project by running `npm i svelte`. There are 1639 other projects in the npm registry using svelte.
Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage
When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m
As the clocks go forward for the start of British Summer Time, many of us will rue the loss of an hour in bed. But how did people get to work on time before alarm clocks?
Bouyed by the surprisingly good performance of neural networks with quantization aware training on the CH32V003, I wondered how far this can be pushed. How much can we compress a neural network while still achieving good test accuracy on the MNIST dataset?
In the accounting world, staying ahead means embracing the tools that allow you to work smarter, not harder. Outdated processes and disconnected systems can hold your organization back, but the right technologies can help you streamline operations, boost productivity, and improve client delivery. Dive into the strategies and innovations transforming accounting practices.
In early 2022 I got several Sun SPARC servers for free off of a FreeCycle ad: I was recently called out for not providing any sort of update on those devices… so here we go!
Speaker: Chris Townsend, VP of Product Marketing, Wellspring
Over the past decade, companies have embraced innovation with enthusiasm—Chief Innovation Officers have been hired, and in-house incubators, accelerators, and co-creation labs have been launched. CEOs have spoken with passion about “making everyone an innovator” and the need “to disrupt our own business.” But after years of experimentation, senior leaders are asking: Is this still just an experiment, or are we in it for the long haul?
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