Today I’m thrilled to delve into a fascinating realm where artificial intelligence (AI) revolutionizes the creation of data dictionary descriptions. Have you ever wondered how AI can make complex data more understandable and accessible? Let’s explore this using the Titanic dataset from Kaggle as our guide. Here is the demo of Data Dictionary Descriptions Automation…
“Pharmaceutical companies and AI investments are not just a trend; they are the future,” as I often say in the bustling corridors of the datatunnel blog office. This statement perfectly encapsulates the seismic shift we are witnessing in the pharmaceutical industry, where AI is no longer a buzzword but a crucial investment. The AI Wave…
Generative AI tools are exploding in popularity, ushering in new possibilities for businesses and consumers. From text to images, audio to video, generative AI is profoundly impacting various industries in exciting ways. As highlighted in the recent State Of The Art report 2023, audio and product design tools leveraging generative AI have seen tremendous growth….
At Datatunnel, we’re excited to report on the OpenAI DevDay, a landmark event where the cutting-edge “GPT-4 Turbo” was unveiled among other significant advancements. Dive deep into the intricacies of these developments on the OpenAI blog, relive the moments through the keynote recording, or stay tuned to the live buzz by following the new @OpenAIDevs…
Explore the state of prompt engineering and its groundbreaking impact on AI and task performance. The sophistication of prompt engineering has a significant impact on task performance, marking a breakthrough in the world of artificial intelligence and large language models (LLMs). My name is Fede Nolasco, and in this article we are diving deep into…
The stateof.ai 2023 report highlights (page 23,24) the importance of context length in language models (LMs) and its impact on their performance. Traditionally, parameter count has been used as a proxy for a model’s capabilities, but recent research indicates that the size of the input text can sometimes constrain these capabilities. This makes context length…
To experiment with generative AI orchestrator architecture patterns, I implemented a simplified single user orchestrator application with Python. As described in the article, I studied common orchestrator components and selected a basic stack of OpenAI API models, Elasticsearch, Python, and Streamlit for the UI. With this modular architecture, I could show case core orchestration functions…
Unleashing the Power of Generative AI in Your Career: It’s Not Just About Knowledge, It’s About Language. In an era defined by rapid technological advancements, simply being an expert in your domain—whether it’s software engineering, human resources, finance, or sales—is no longer enough to stay ahead of the curve. Sure, you might excel in coding…
Designing LLM apps requires an architecture with components that ground models to ensure reliability and cost control. The meteoric rise of foundation models like GPT-3, PaLM, and Stable Diffusion has ushered in a new era for AI generation. These powerful large language models (LLMs) can now synthesize remarkably human-like text and images when prompted. But…
Study reveals AI chatbots’ safety measures can be bypassed, causing harmful content production, urging for a reassessment of AI security. Introduction We have long trusted the strength of AI safety measures in protecting us from potential AI misuses, especially in the case of popular chatbots such as ChatGPT, Claude, and Google Bard. These safeguards, as…
