💡 Prompt engineering is an emerging field in artificial intelligence (AI), focused on the art of crafting effective prompts to optimize the performance of large language models (LLMs). These AI models rely on inputs called prompts to generate accurate outputs. A skilled prompt engineer would possess the ability to iterate and refine prompts to ensure … Read more
Large language models (LLMs) often hallucinate—generating plausible yet incorrect information. Recent research by Meta AI researchers explores a promising technique to address this issue, termed Chain-of-Verification (CoVe). Quick Overview of Chain-of-Verification (CoVe) CoVe takes a systematic approach to enhance the veracity of the responses generated by large language models. It’s a four-step dance: This technique … Read more
This article is based on a freelance job posted on Upwork to scrape data for all the gyms in the USA from MindBodyOnline.com or another similar site. I treated this as a learning project, and it was a good one, as I learned a lot! 🕷️ Web scraping, a technique used to extract data from … Read more
Welcome to the ultimate video guide on the groundbreaking book “Deep Learning” by Ian Goodfellow, Yoshua Bengio, and Aaron Courville! Why “Deep Learning” the book? It’s the definitive textbook in the field, “Deep Learning” covers a comprehensive range of topics, from the foundational concepts to the advanced techniques driving the latest innovations in artificial intelligence. … Read more
🧑💻 10 Steps Learning Path: Do you want to learn Python but are unsure where to start? I’ve curated an optimal learning path, taking you from a complete beginner to an advanced Python programmer using Finxter Academy courses with downloadable PDF certificates. All courses can be freely accessed by Finxter Premium Members (no restrictions). Level … Read more
Problem Formulation I encountered a significant delay in the response times on OpenAI’s GPT-3.5 Turbo API as compared to the ChatGPT — and I’m not alone with this (source). The latency is particularly noticeable when using certain accounts, with the delay making the API almost unusable for real-time applications. Solution Idea: Experiment with Difference User … Read more
Example 1 – “Find Bug in Code Screenshot” In the following ChatGPT interaction, I tried pasting an image of a code snippet with a bug. Note that I didn’t paste the code, only the screenshot of the code as an image! I also gave it the prompt “Find the bug!“. First, it does fix the … Read more
In your macOS Terminal app type the name of the editor (e.g., nano) followed by a space and the filename to open. For example, run the following command to open my_file.txt in your folder My_Folder using the following command: Alternatively, you can also run open my_file.txt to open the app associated with the file type … Read more
Warren Buffett emphasizes building a business with a strong “moat,” or barrier to entry, likening it to an economic castle. For coding businesses, increasing this barrier involves enhancing skills, investing more money in high-ROI activities, and dedicating focused time. This approach, as Buffett suggests, makes a business more robust and profitable. I just watched the … Read more
🧑💻 A Note on the Tech Stack: This is my recent project where I used OpenAI API to create two personas playing the role of AI professors, Alice and Bob, that are experts in philosophy and ethics. Then I let the two large language models (LLMs) debate against each other and recorded the debate. I … Read more
Llama 2 is the next generation of our open-source large language model. It is available for free for research and commercial use. Inside the Llama 2 model, you’ll find pretrained and fine-tuned language models like Llama Chat and Code Llama. These models range from 7B to 70B parameters and have been trained on 2 trillion … Read more
Python comes with extensive support for exceptions and exception handling. An exception event interrupts and, if uncaught, immediately terminates a running program. The most popular examples are the IndexError, ValueError, and TypeError. An exception will immediately terminate your program. To avoid this, you can catch the exception with a try/except block around the code where … Read more