Prompt Engineering Best Practices: Textual Inference & Sentiment Analysis
Author(s): Youssef Hosni Originally published on Towards AI. Prompt Engineering for Instruction – Tuned LLMs LLMs offer a revolutionary approach by enabling the execution of various tasks with a single prompt, streamlining the traditional workflow that involves developing and deploying separate models …
How Do I Keep Track of AI News Daily With ChatGPT?
Author(s): Gencay I. Originally published on Towards AI. Stay Updated: Daily AI News with ChatGPT How do you keep up with AI news? Moreover, have you ever felt bad after realizing a product was released, but you only became aware of it …
Alibaba Open Sources EMO: Make Your Avatar Videos Sing Naturally
Author(s): Meng Li Originally published on Towards AI. https://humanaigc.github.io/emote-portrait-alive/ For us, generating a single 2D image with technologies like Stable Diffusion or Midjourney is no longer a challenge. However, the complexity arises when we attempt to stitch these consecutively generated 2D images …
Learn AI Together — Towards AI Community Newsletter #14
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning everyone! In this week’s Learn AI Together newsletter edition, I’m excited to introduce a new video series that will dive into AI’s impact on our society. In this first episode, …
Real-Time Sentiment Analysis with Kafka and PySpark
Author(s): Hira Akram Originally published on Towards AI. Diagram by author As technology continues to advance, the generation of data increases exponentially. In this dynamically changing landscape, businesses must pivot towards data-driven models to maintain a competitive edge. Time emerges as a …
Survey on Retrieval Augmented Generation (RAG)
Author(s): Kyosuke Morita Originally published on Towards AI. RAG development so far and the future Given the improvement of the Large Language Models (LLMs), the popularity of Gen AI is also increasing. Introducing a successful Gen AI tool has multiple advantages, such …
Survey on Retrieval Augmented Generation (RAG)
Author(s): Kyosuke Morita Originally published on Towards AI. RAG development so far and the future Given the improvement of the Large Language Models (LLMs), the popularity of Gen AI is also increasing. Introducing a successful Gen AI tool has multiple advantages, such …
Survey on Retrieval Augmented Generation (RAG)
Author(s): Kyosuke Morita Originally published on Towards AI. RAG development so far and the future Given the improvement of the Large Language Models (LLMs), the popularity of Gen AI is also increasing. Introducing a successful Gen AI tool has multiple advantages, such …
Top Important LLM Papers for the Week from 19/02 to 25/02
Author(s): Youssef Hosni Originally published on Towards AI. Stay Updated with Recent Large Language Models Research Large language models (LLMs) have advanced rapidly in recent years. As new generations of models are developed, researchers and engineers need to stay informed on the …
Top Important Computer Vision Papers for the Week from 19/02 to 25/02
Author(s): Youssef Hosni Originally published on Towards AI. Stay Updated with Recent Computer Vision Research Every week, several top-tier academic conferences and journals showcased innovative research in computer vision, presenting exciting breakthroughs in various subfields such as image recognition, vision model optimization, …
Unlocking Document Intelligence: E2E Azure-Powered Chatbot with Vector-Based Search (Part 2 — Q&A)
Author(s): Shravankumar Hiregoudar Originally published on Towards AI. In the previous part, we embarked on a remarkable journey into document processing. We witnessed the development of a robust document embedding mechanism and the creation of a vector store, setting the stage for …
Unlocking Document Intelligence: E2E Azure-Powered Chatbot with Vector-Based Search (Part 1 — Embedding)
Author(s): Shravankumar Hiregoudar Originally published on Towards AI. In today’s fast-paced business environment, having quick and efficient access to information is crucial. Many organizations deal with a vast amount of unstructured data, such as documents and images, and need to extract and …
Enhancing Multi-Layer Perceptron Performance: Demystifying Optimizers
Author(s): Anand Raj Originally published on Towards AI. Introduction Optimizers are algorithms or methods used to adjust the attributes of a model, such as its weights and learning rate, in order to minimize the error or loss function during the process of …
Understand ChatGPT Better Than 99% of People
Author(s): Boris Meinardus Originally published on Towards AI. Everyone knows ChatGPT, but do you know how it works? You perhaps know it predicts one word at a time. But do you know how it chooses the right word? Because it’s probably not …
Sentiment Analysis of Yelp Restaurants Reviews in Real-Time
Author(s): Sara M. Originally published on Towards AI. Image By rawpixel.com from Freepik Your Guide to real-time Sentiment Analysis In the bustling world of modern-day dining experiences, customer feedback holds a paramount role in shaping the success and reputation of restaurants. The …
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