Why Open Source Models May Not Win The AI Race
Author(s): Assaf Elovic Originally published on Towards AI. And Why Incumbents like Google, Facebook, and Microsoft Still Hold the Throne The rapid progress in open-source models has given rise to the belief that these models could pose a significant challenge to incumbent …
The future of Artificial Intelligence is Open-source! Here’s why?
Author(s): Janik and Patrick Tinz Originally published on Towards AI. Open-source AI gets Big Tech in trouble Photo by Tim Mossholder on Unsplash Developments in open-source artificial intelligence (AI) have accelerated massively in the last three months. So it stands to reason …
How to Create a Natural Language to SQL Translator Using OpenAI API
Author(s): Pere Martra Originally published on Towards AI. In this simple guide, we are going to see how to use the gpt-3.5-turbo model using the OpenAI API to create a SQL Generator. I am involved in several development teams, one of which …
This AI newsletter is all you need #51
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie While the focus lately has been on language foundation models — we are also excited for AI to be used to discover new science …
Harnessing the Power of LLMs: Code Generation Unleashed
Author(s): Patrick Meyer Originally published on Towards AI. Photo by Chris Ried on Unsplash Code generation using generative AI is an important new area used to predict code or program structure from incomplete data sources, programs written in another programming language, natural …
The Public Sector Future: ChatGPT and its Role in the Digital Transformation
Author(s): Cezary Gesikowski Originally published on Towards AI. Discovering the Power and Potential of Conversational AI for Public Service Photo by Headway on Unsplash There’s a new force in town: ChatGPT, a remarkable product of Artificial Intelligence(AI), has stormed onto the scene, …
Different Types of Memory
Author(s): Sai Teja Gangapuram Originally published on Towards AI. LangChain DeepDive — Memory U+007C The Key to Intelligent Conversations Discover the intricacies of LangChain’s memory types and their impact on AI conversations and an example to showcase the impact. image by author …
4 Things to Know about Large Language Models
Author(s): Harshit Sharma Originally published on Towards AI. Amidst the LLM hype, there are interesting “things” to know about the LLMs, as mentioned in a recent paper by Samuel from Anthropic: The paper can be found at https://arxiv.org/pdf/2304.00612.pdf There are 8 things …
Unmasking the Bookworm in AI: A Deep Dive into the Literary Knowledge of Large Language Models
Author(s): Cezary Gesikowski Originally published on Towards AI. “You don’t have to burn books to destroy a culture. Just get people to stop reading them.” — Ray Bradbury, author of the sci-fi novel “Fahrenheit 451” image: Unsplash In a groundbreaking study that …
Unleashing AI for Personal Enrichment: Harnessing ChatGPT-4’s Therapeutic Power
Author(s): Cezary Gesikowski Originally published on Towards AI. Revolutionizing Self-Reflection: An Innovative Approach to AI-Assisted Journaling image: Unsplash I’ve been leveraging the capabilities of ChatGPT-4 for my personal development over the last few months. I aimed to explore if it could help …
Building a Q&A Bot over Private Documents with OpenAI and LangChain
Author(s): Sriram Parthasarathy Originally published on Towards AI. Chat with your own private finance documents AI Generated image In today’s data-driven world, extracting valuable insights from private documents is a crucial aspect of decision-making in various domains. Whether it’s in finance, healthcare, …
How to Evaluate the Quality of LLM-based Chatbots
Author(s): Matt Ambrogi Originally published on Towards AI. Strategies for programmatic and qualitative evaluation of chatbots built with GPT and LlamaIndex Why I care about evaluating chatbots As a part of Buildspace Nights and Weekends, I’m currently working on exploring ways to …
GPT-4 Is Here For A While
Author(s): Patrick Meyer Originally published on Towards AI. GPT-4 was released 2 months ago, and it has pushed the boundaries of what is possible, but it is still more than a black box. Let us try to find out what is inside. …
GPT-4 Is Here For A While
Author(s): Patrick Meyer Originally published on Towards AI. GPT-4 was released 2 months ago, and it has pushed the boundaries of what is possible, but it is still more than a black box. Let us try to find out what is inside. …
From Novice to Expert: A Comprehensive Step-by-Step Study Plan for Mastering LLMs
Author(s): Youssef Hosni Originally published on Towards AI. Table of Contents: Mastering Large Language Models (LLMs) is a compelling endeavor in the realm of Natural Language Processing (NLP). Whether you’re new to the field or have some experience, this article presents …
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