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How do You Unveil the Power of GPT-4V in Robotic Vision-Language Planning? Meet ViLa: A Simple and Effective AI Method that Harnesses GPT-4V for Long-Horizon Robotic Task Planning

The problem of achieving superior performance in robotic task planning has been addressed by researchers from Tsinghua University, Shanghai Artificial Intelligence Laboratory, and Shanghai Qi Zhi Institute by introducing Vision-Language Planning (VILA). VILA integrates vision and language understanding, using GPT-4V to encode profound semantic knowledge and solve complex planning problems, even in zero-shot scenarios. This…

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Transitioning from ETL to ELT with AnalyticsEng

How cloud computing and analytics engineering forced the transition from ETL to ELT Image generated via DALL-EETL (Extract-Transform-Load) and ELT (Extract-Load-Transform) are two terms commonly used in the realm of Data Engineering and more specifically in the context of data ingestion and transformation. While these terms are often used interchangeably, they refer to slightly different…

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Leveraging HR Automation to Streamline HR Processes

In today's fast-paced environment, Human Resources (HR) departments face the challenge of managing a multitude of tasks while ensuring accuracy, efficiency, and compliance. However, the advent of HR process automation has revolutionized the way HR professionals operate. By harnessing the power of technology and intelligent software, HR process automation streamlines workflows, reduces errors, enhances data…

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Tencent AI Lab Introduces GPT4Video: A Unified Multimodal Large Language Model for lnstruction-Followed Understanding and Safety-Aware Generation

The problem of video understanding and generation scenarios has been addressed by researchers of Tencent AI Lab and The University of Sydney by presenting GPT4Video. This unified multi-model framework supports LLMs with the capability of both video understanding and generation. GPT4Video developed an instruction-following-based approach integrated with the stable diffusion generative model, which effectively and…

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A Guide on 12 Tuning Strategies for Production-Ready RAG Applications | by Leonie Monigatti | Dec, 2023

How to improve the performance of your Retrieval-Augmented Generation (RAG) pipeline with these “hyperparameters” and tuning strategies Tuning Strategies for Retrieval-Augmented Generation ApplicationsD ata Science is an experimental science. It starts with the “No Free Lunch Theorem,” which states that there is no one-size-fits-all algorithm that works best for every problem. And it results in…

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What is an EDI Payment?

One of the main transactions between businesses happens when a purchase order is put in place, an item or service is completed, an invoice is sent by the vendor, and the buyer makes a payment. Even many businesses today still do this manually, sending PDFs back and forth in emails, and waiting for human intervention…

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