Tracking a sale from start to finish helps businesses maintain the right inventory levels, implement the best cash flow tactics, and ensure customers are receiving the right products. Since most businesses are monitoring multiple sales at once, keeping an accurate record of every step along the way is crucial. Regardless of the business type, operating…
A/B testing, also known as “split testing” or “randomized controlled trial” is a method of comparing two versions of a web page, app, or other product to see which one performs better. The basic idea of A/B testing is to divide your users into two groups: group A and group B. Group A (control variant)…
The study investigates how text-based models like LLMs perceive and interpret visual information in exploring the intersection of language models and visual understanding. The research ventures into uncharted territory, probing the extent to which models designed for text processing can encapsulate and depict visual concepts, a challenging area considering the inherent non-visual nature of these…
Responsibility & Safety
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A step-by-step guide on deploying LlamaIndex RAGs to AWS ECS fargate Image generated by DALL-E 3 by the author· IaC Self-Service · High-Level Deployment Diagram · Overview of Pipelines · Infrastructure Pipeline ∘ terraform-aws-modules ∘ Implementation Prerequisites ∘ Step 1: Create GitHub environments ∘ Step 2: Add infrastructure pipeline code ∘ Step 3: Add…
Introduction In the modern business environment, accounts payable teams must be able to process invoices and payments as quickly and efficiently as possible. As the organization grows, the number of invoices that need to be processed also grows, requiring a larger team size and, longer processing times. In addition to this, manual invoice data extraction…
In a year, a company may be receiving thousands of resumes from aspiring candidates. Larger companies may receive millions of resumes. It is necessary for them to build a database of resumes. Manually handling and organizing resumes and analyzing them to pick the right candidates is daunting. There is also an element of bias if…
Recent advancements in text-to-image generation driven by diffusion models have sparked interest in text-guided 3D generation, aiming to automate 3D asset creation for virtual reality, movies, and gaming. However, challenges arise in 3D synthesis due to scarce high-quality data and the complexity of generative modeling with 3D representations. Score distillation techniques have emerged to address…
Research
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LLMs today suffer from inaccuracies at scale, but that doesn’t mean you should cede competitive ground by waiting to adopt generative AI. Building an AI-ready workforce with data.world OWLs, as imagined by OpenAI’s GPT-4Every enterprise technology has a purpose or it wouldn’t exist. Generative AI’s enterprise purpose is to produce human-usable output from technical, business,…