#57 Are LLMs Really the Magical Fix for All Your Problems?
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! When we launched our ‘Beginner to Advanced LLM Developer Course,’ many of you asked if you were late to the AI Wagon. Well, I feel the LLM revolution …
Unlock the Power of Your AWS Security: A Comprehensive Guide to Protecting Your Cloud Investments
Author(s): Rudraksh Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Photo by Alex Kulikov on Unsplash As businesses continue to migrate their workloads to the cloud, the importance of cloud security cannot beoverstated. …
AI Innovations and Insights 16: ASSISTRAG
Author(s): Florian June Originally published on Towards AI. The Dual RAG Engine of Thinking and Memory This member-only story is on us. Upgrade to access all of Medium. This article is the 16th in this promising series. Today, we will explore the …
AI Agents: The Missing Link in DeFi’s $100 Billion Liquidity Challenge
Author(s): Tim Urista | Senior Cloud Engineer Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. taken from https://x.com/SOL_AGGREGATOR/status/1875695864209141781 Right now, DeFi is battling a major liquidity challenge. In 2024 alone, an estimated $650 …
The Complete Guide to Implementing RAG Locally: No Cloud or Frameworks are Required
Author(s): BeastBoyJay Originally published on Towards AI. RAG architecture Content : Understanding RAG Fundamentals — Building Blocks of Local RAG Creating Local RAG from scratch without using any frameworks like langchain,llamaindex. What is RAG ? Retrieval-Augmented Generation (RAG) is a cutting-edge method …
Key Performance Indicators (KPIs) in Machine Learning
Author(s): Mirko Peters Originally published on Towards AI. Key Performance Indicators (KPIs) in Machine Learning Source: Mirko Peters with Napkin — KPIs in Machine Learning Understanding KPIs: Definition and Importance In the dynamic world of machine learning, Key Performance Indicators (KPIs) are …
Is AI Worth the Cost? ROI Insights for CEOs Targeting 2025 Growth
Author(s): Konstantin Babenko Originally published on Towards AI. Source: Image by ImageFlow on Shutterstock 74% of companies fail at AI ROI — discover what you can do to drive real results. According to a current NTT Data digital business survey, nearly all …
Deciding What Algorithm to Use for Earth Observation.
Author(s): Stephen Chege-Tierra Insights Originally published on Towards AI. Deciding What Algorithm to Use for Earth Observation. Created by the author with DALL E-3 What to choose, what to choose, should you unleash your inner child and do the classic eenie meenie …
#56 Let’s Start the Year With LLM Fundamentals and Emerging Trends!
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! We are starting the new year strong with discussions on LLM basics like transformers and neural networks and emerging techniques such as fine-tuning, agents, and RAG. You can …
#54 Things are never boring with RAG! Vector Store, Vector Search, Knowledge Base, and more!
Author(s): Towards AI Editorial Team Originally published on Towards AI. This week, we dive into our beloved RAG, but all new things. This week’s resources focus a lot on how to make RAG work for you and what you need for it. …
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