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 …
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 …
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 …
MLOps: Build and Deploy First Machine Learning Application with Kubernetes
Author(s): Maria Zorkaltseva Originally published on Towards AI. This tutorial will walk through the process of building and deploying a machine learning application using Kubernetes — an open-source platform for automating deployment, scaling, and management of containerized applications. The tutorial covers a …
Building Domain-Specific Custom LLM Models: Harnessing the Power of Open Source Foundation Models
Author(s): Sriram Parthasarathy Originally published on Towards AI. The transformative potential of training large LLMs with domain-specific data. With AI on a private cloud, organizations can ensure that everything, including custom Language Models (LLMs), remains within their secure cloud environment, preserving data …
This AI newsletter is all you need #47
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week AI progress continued down dual paths with significant advancements in open-source models together with developments at companies like Anthropic, Google, and Meta …
Uncovering the Dark Side of AI: Why Our Intelligent Systems Are More Vulnerable Than We Think
Author(s): Christian Kruschel Originally published on Towards AI. Artificial Intelligence (AI) has rapidly advanced in recent years and found extensive applications in many fields. These intelligent systems have remarkable capabilities to solve complex problems, improve efficiency, and achieve superior performance. However, they …
Meet BabyAGI — The Autonomous AI Agent to Streamline Your Tasks
Author(s): Sriram Parthasarathy Originally published on Towards AI. Explore 10 Task Examples for Utilizing BabyAGI BabyAGI is an autonomous Artificial Intelligence agent developed by Yohei Nakajima. This autonomous AI agent is designed to generate and execute tasks based on given objectives. It …
Most Data Annotation Bpos Are Missing the Point Amid the GPT LLMS Wave
Author(s): Puneet Jindal Originally published on Towards AI. The humans-in-the-loop annotation will be reduced to a minimal review effort guided by AI! There is a lot of hype around What AI can do. Amidst the hype, there is a real incremental outcome …
The AI Race for Industrial Cybersecurity
Author(s): Jorge Alcántara Barroso Originally published on Towards AI. State of the art, insights, and advice for the future AI in industrial cybersecurity is not a question. It will protect our critical infrastructures in an increasingly connected world. By learning from real-world …
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