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 …
When Serverless is Not Enough
Author(s): Sai Teja Gangapuram Originally published on Towards AI. a Hybrid Approach to Handle Heavy Workloads in Google Cloud: Leveraging the Scalability of Serverless Services and the Power of Compute Engine to Ensure Optimal Resource Utilization and Cost Efficiency GCP Compute When …
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 Thereβs a new force in town: ChatGPT, a remarkable product of Artificial Intelligence(AI), has stormed onto the scene, …
This AI newsletter is all you need #49
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie New AI model releases and announcements continued at pace this week, though step-change progress in capabilities feels slower than earlier this year. AI remained …
Free AI Tools To Start Creating Your Own Images
Author(s): Wagner Franchin Originally published on Towards AI. Unleash Your Creativity with Free AI Tools: Transforming Ideas into Stunning Visuals Top highlight This member-only story is on us. Upgrade to access all of Medium. Image generated by Playground AI in response to …
Distilling Step-by-Step : Paper Review
Author(s): Marcello Politi Originally published on Towards AI. Photo by Dan Cristian PΔdureΘ on Unsplash This blog post was written by Marcello Politi and Vijayasri Iyer. Nowadays, large language models are quite prominent. Recent trends in AI Research have shown that larger …
Training WGAN-GP to Generate Fake People portrait images
Author(s): Rokas Liuberskis Originally published on Towards AI. Weβll cover more advanced Generative Adversarial Network techniques WGAN-GP. Weβll train it on a popular celebA human portrait dataset. In the previous post, we covered simple DCGAN, and I gave you a simple example …
Different Types of Memory
Author(s): Sai Teja Gangapuram Originally published on Towards AI. LangChain DeepDive β Memory U+007C The Key to Intelligent Conversations Discover the intricacies of LangChainβs memory types and their impact on AI conversations and an example to showcase the impact. image by author …
Generating Professional Introduction Emails with LlamaIndex
Author(s): Kelly Hamamoto Originally published on Towards AI. Imagine this: Itβs 7 P.M., and you are finally freed after a grueling day at work. As you fantasize about diving into the warm embrace of your couch and indulging in a well-deserved Netflix …
Some Insights into Recent Development and Novel Approaches to Short Text Classification.
Author(s): Abdul Basit Originally published on Towards AI. Short text classification is one of the most challenging areas in Natural language processing. It poses some unique challenges as compared to text classification because in standard text classification, the context is available, but …
4 Things to Know about Large Language Models
Author(s): Harshit Sharma Originally published on Towards AI. Amidst the LLM hype, there are interesting βthingsβ 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 …
Interactive Product Documentation: Creating an Engaging Conversational Q&A Bot with OpenAI and LangChain
Author(s): Sriram Parthasarathy Originally published on Towards AI. 5 use cases + prototype to chat with your own in-house product documentation Chat with your own in-house product documentation. Source: Author created this image All of us have undoubtedly used product documentation at …
6 Cutting-Edge AI Technologies Shaping the Future of Work
Author(s): Wagner Franchin Originally published on Towards AI. Unveiling the AI Revolution Photo by Maximalfocus on Unsplash This comprehensive overview highlights six cutting-edge technologies that are shaping the future of work. TL;DV simplifies meeting management with transcription, summarization, and enhanced features. Decktopus …
Unlock the Black Box: The Importance of Explainability in Machine Learning
Author(s): Janik and Patrick Tinz Originally published on Towards AI. An Overview of the Principles of Explainability Photo by Headway on Unsplash Machine learning (ML) has great potential for improving processes and products. A challenge is to explain the predictions of the …
Vector Quantization & VQ-GAN
Author(s): Jack Saunders Originally published on Towards AI. Towards Generating Ultra-High Resolution Talking-Face Videos with Lip-Synchronization Results of this paper on a section of silence. on a section Image Credits: Gupta et. al. Towards Generating Ultra-High Resolution Talking-Face Videos with Lip Synchronization …
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