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How to Build an AI Copilot - From zero to hero

Nov 21, 2024 By Lumigo In Lumigo
Learn how Lumigo created an ai Copilo from an idea into an expert AI-powered observability problem-solver. We'll discuss our early challenges and how we overcame them. Get an insider's look at the systematic improvements we applied, from guiding the model like a junior developer to setting up an evaluation pipeline that allowed us to monitor and scale effectively.
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sumologic

Adding AI to Observability 2.0 for Dynamic Observability

Nov 21, 2024 By Joe Kim In Sumo Logic
The original premise of observability was to ensure system health, identify issues, and resolve those issues efficiently. As I recently outlined, the legacy approach (sometimes called Observability 1.0 now) relied heavily on metrics and tracing because logs were seen as too noisy or challenging. But, as most forward thinkers have identified now, logs are exactly the telemetry type that we need the most.
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elastic

Agentic RAG on Dell AI Factory with NVIDIA and Elasticsearch Vector Database

Nov 21, 2024 By Hemant Malik, In Elastic
We are excited to collaborate with Dell on the white paper,Agentic RAG on Dell AI Factory with NVIDIA. The white paper is a design reference document for developers outlining strategies and solution components to implement agentic retrieval augmented generation (RAG) applications. It’s a design point for organizations across industries, specifically healthcare, for the agentic RAG framework decision-making with AI-driven data retrieval.
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logz.io

Transform Troubleshooting with Logz.io's AI Agent

Nov 21, 2024 By Jake O'Donnell In logz.io
As Gartner predicts, AI will support up to 70% of performance monitoring and troubleshooting tasks in the next few years. The Logz.io AI Agent helps teams get ahead of this curve today. Too much time spent troubleshooting? You’re not alone. Manual investigation, jumping between dashboards, and piecing together scattered data are time-consuming and frustrating.
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bigpanda

What are the benefits of generative AI for IT?

Nov 21, 2024 By Sam Osborn In BigPanda
Can generative AI help improve IT efficiency? Imagine you’re part of an IT team constantly juggling a growing number of support tickets, system issues, and daily maintenance tasks. It can feel like you’re always playing catch-up. It’s a common challenge: Repetitive tasks and troubleshooting waste valuable time, leaving little room for innovation or strategic improvements. Generative AI (GenAI) for IT provides a solution.
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opsmatters

The Top 10 LLM Evaluation Tools

Nov 21, 2024 By OpsMatters In OpsMatters
The emergence of Large Language Models (LLMs) such as GPT-4, BERT, and their counterparts has revolutionized artificial intelligence across industries. These advanced AI systems power a variety of applications, from chatbots and content generation to sophisticated decision-making tools. However, deploying LLMs in real-world scenarios brings challenges such as ensuring accuracy, fairness, robustness, and efficiency. LLM evaluation tools have become essential for organizations aiming to maintain high standards of performance and reliability in these AI-driven systems.
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speedscale

Build and Deploy Kubernetes Applications with Skaffold

Nov 20, 2024 By Nate Lee In Speedscale
Skaffold is a command line tool that facilitates continuous development by streamlining the workflow for building, pushing, and deploying Kubernetes applications. Skaffold handles the complexities of Kubernetes deployments, allowing developers to focus on local application iteration while managing deployments efficiently. Get started with our tutorial.
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