The Verbal Revolution: Unlocking Prompt Engineering with Langchain
Author(s): Vishesh Kochher Originally published on Towards AI. The Verbal Revolution: Unlocking Prompt Engineering with Langchain Peter Thiel, the visionary entrepreneur and investor, mentioned in a recent interview that the post-AI society may favour strong verbal skills over math skills. This provocative …
11+ Reasons To Shift Your E-commerce App To Q-Commerce Platform
Author(s): Sophia Martin Originally published on Towards AI. 11+ Reasons To Shift Your E-commerce App To Q-Commerce Platform Wondering why Quick Commerce apps are creating the buzzword in the market and how they are different from e-commerce apps? Well, Q-commerce, or Quick …
Prompt Engineering Best Practices: Building an End-to-End Customer Service System
Author(s): Youssef Hosni Originally published on Towards AI. Prompt engineering plays a pivotal role in crafting queries that help large language models (LLMs) understand not just the language but also the nuance and intent behind the query and help us build complex …
Breaking Down Mistral 7B ⚡🍨
Author(s): JAIGANESAN Originally published on Towards AI. Breaking Down Mistral 7B ⚡🍨 Image by Kohji Asakawa from Pixabay In this article, we’ll delve into the Mistral architecture, exploring its unique features and how it differs from other open-source large language models (LLMs). …
Exploration of Markov’s and Chebyshev’s Inequality: It’s Application in Data Science
Author(s): Ghadah AlHabib Originally published on Towards AI. Image generated by ChatGPT Introduction to Markov’s Inequality Markov’s inequality provides an upper bound on the probability that a non-negative random variable is at least as large as a certain value or threshold. It …
Build a Real-time Speech Recognition Sentiment Analysis Tool
Author(s): Barri Sambaris Originally published on Towards AI. A guide to building a sentiment analysis tool with Streamlit and NLP for customer call centers where audio is automatically translated to text and processed to get the sentiment of the caller. Photo by …
AWS: Virtual Private Cloud and Load Balancer
Author(s): Amit Chauhan Originally published on Towards AI. Improve application performance with reduced latency and high-security The article focuses on two critical components of cloud computing that play a pivotal role in ensuring secure, scalable, and efficient cloud infrastructures: first is VPC …
Exploring AI Prompt Engineering: Mathematical Foundations and RAG Methodologies
Author(s): Shenggang Li Originally published on Towards AI. Photo by ZHENYU LUO on Unsplash We first represent a Large Language Model (LLM) with the formula: It looks simple, However, if we want to understand its application and the AI techniques on LLMs, …
The LLM Series #5: Simplifying RAG for Every Learner
Author(s): Muhammad Saad Uddin Originally published on Towards AI. Welcome to the fifth edition of the LLM Series, where I continue to unravel the applications of large language models (LLMs). In this article, I aim to simplify the concept of Retrieval Augmented …
Python Streamlit And GPT4: How To Map UNHCR Refugee Data
Author(s): John Loewen, PhD Originally published on Towards AI. Prompting GPT-4 for an interactive Streamlit/Plotly dashboard Python Streamlit is an amazing framework for creating interactive web interfaces — and GPT-4 can whip up working Streamlit code in a jiffy. Combine this with …
How Do Face Filters Work?
Author(s): Vincent Vandenbussche Originally published on Towards AI. Examples of face filters applied to a few images using the method in this article. See References section for original images credits. Everyone knows Snapchat filters. Face filters are everywhere now in our apps: …
Chilibot: Powerful Text Mining for Biology, on the web
Author(s): LucianoSphere (Luciano Abriata, PhD) Originally published on Towards AI. Predating the Large Language Model Era Yet Widely Used and Acclaimed Chilibot, a free web-based application for mining PubMed literature and developed well before the advent of large language models (LLMs), stands …
Exploring the Popularity of Random Forest Among GIS Data Experts
Author(s): Stephen Chege-Tierra Insights Originally published on Towards AI. Created by the author with DALL E-3 I was thinking of a unique way to introduce my article, since it is sort of a healthy obsession between two, how should I refer to …
This AI newsletter is all you need #101
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie We’ve secretly worked on something for the past year +, and we are now ready to share it with you. With contributions from over …
Magic Wands Don’t Exist: The Jagged Frontier of AI
Author(s): Pawel Rzeszucinski, PhD Originally published on Towards AI. The jagged frontier of AI sets us up for a challenging hike (source: DALL-E) The onset of generative AI (genAI) and the spectacular capabilities of large language models (LLMs) has opened the door …
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