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Areas Served: Navigating the Mind of GPT: How to Elicit Clarity and Avoid AI Hallucinations
Author(s): MindfulModeler Originally published on Towards AI. Photo by Ehimetalor Akhere Unuabona on Unsplash Introduction When working with cutting-edge language models like GPT, we occasionally find ourselves stumbling upon “hallucinations.” A hallucination, in the context of a language model, is when the …
Mapping With GPT-4's Advanced Data Analysis Tool: A Comprehensive Example
Author(s): John Loewen, PhD Originally published on Towards AI. Using GPT-4 to generate beautiful on-the-fly charts and maps This member-only story is on us. Upgrade to access all of Medium. Dall-e Image: impressionist painting in vivid colors of planet Earth With data …
Revolutionizing Human-Machine Interaction: The Emergence of Prompt Engineering
Author(s): Dimitris Poulopoulos Originally published on Towards AI. Decoding the art and science of prompt engineering, the secret sauce for supercharging Large Language Models. This member-only story is on us. Upgrade to access all of Medium. Photo by Mojahid Mottakin on Unsplash …
5 Strategies to Improve Prompt Engineering
Author(s): Benson Ruan Originally published on Towards AI. Unlocking the True Potential of AI Content Generation Photo by Mojahid Mottakin on Pexels Have you ever felt frustrated with the content generated by AI tools like ChatGPT, finding it far from meeting your …
The Power of Words: Mastering Prompt Engineering for AI Models
Author(s): Muhammad Saad Uddin Originally published on Towards AI. The Power of Words: Mastering Prompt Engineering for AI Models Image by Author, created via stable diffusion Since the launch of Large Language Models(LLM) and diffusion models, specially ChatGPT and now GPT4, there …
Supercharge Your AI: Cracking the Code to Prompt Engineering Magic!
Author(s): Raman Rounak Originally published on Towards AI. Photo by ilgmyzin on Unsplash What the heck is Prompt Engineering all about? Well, readers, prompt engineering is like the secret sauce for making awesome AI systems. It’s all about crafting prompts that make …
Harness the Power of Vector Databases: Influencing Language Models with Personalized Information.
Author(s): Pere Martra Originally published on Towards AI. Supercharge your language models with Vector Databases! Personalize prompts using your own data to shape the behavior of these powerful models, giving context to them. Integrate personal information for a tailored language generation experience. …
Modular Prompt Engineering GPT-4 For Interactive Python Web Apps
Author(s): John Loewen, PhD Originally published on Towards AI. Interactive global CO2 emissions data visuals in 4 easy steps Fully Interactive Python plotly web application created using modular prompt engineering ChatGPT is revolutionizing how we create complex data visualizations, letting us easily …
5 AI Prompt Engineering Habits for Perfect Python Data Visualizations
Author(s): John Loewen, PhD Originally published on Towards AI. Fine-tuning your prompting skills for easy and efficient visuals Dall-E image: impressionist painting in rich deep color of a bar chart Data visualization is a cornerstone of data analysis, and Python is the …
HackAPrompt Competition: A Step Towards AI Safety
Author(s): Towards AI Editorial Team Originally published on Towards AI. By Learn Prompting and supported by Towards AI HackAPrompt is a prompt hacking competition aimed at enhancing AI safety & education by challenging participants to outsmart LLMs. The HackAPrompt competition is currently …
A Data Scientist’s Guide to Prompt Engineering
Author(s): Supreet Kaur Originally published on Towards AI. Photo by Unsplash.com The launch of ChatGPT has sparked significant interest in generative AI, and people are becoming more familiar with the ins and outs of large language models. Many individuals, including myself, have …
You Can No Longer Fail To Understand How To Use Large Language Models
Author(s): Michaël Karpe Originally published on Towards AI. A hands-on approach to learning how Large Language Models work in practice. Image by Alexandra Koch from Pixabay. Why a new article on Large Language Models? The launch and incredible speed of adoption of …
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