From Code to Cloud: Building CI/CD Pipelines for Containerized Apps
Author(s): Afaque Umer Originally published on Towards AI. From Code to Cloud: Building CI/CD Pipelines for Containerized Apps Photo by Simon Kadula on Unsplash Introduction U+1F516 Imagine yourself as a Data Scientist, leaning in over your keyboard, sculpting Python scripts that decode …
How To Do RAG Without Vector Databases
Author(s): ___ Originally published on Towards AI. Knowledge Graphs Are All You Need 😀 When it comes to bestowing Large Language Models (LLMs) with long-term memory, the prevalent approach often involves a Retrieval Augmented Generation (RAG) solution, with vector databases acting as …
Midjourney v6 — Deep Dive into sref with Ukiyo-e
Author(s): PromptDervish Originally published on Towards AI. Explore the transformative power of Midjourney v6’s — sref with Ukiyo-e, blending traditional Japanese art with futuristic themes for stunning AI-generated visuals. In my earlier article on Ukiyo-e, I explored various prompts with the art …
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 …
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 …
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