Emerging Technologies Focus: AI
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Simplifying Edge AI Builds with Verified GitHub Actions Patterns
As the ecosystem and economy around AI continues to grow and the Internet of Things (IoT) grows smarter and more prolific, a new paradigm of computing is emerging: edge AI. That is, the application of AI technologies to advanced IoT systems. This has all sorts of...
A Practical Approach to Smart Tool Retrieval for Enterprise AI Agents
As AI agents become more common in the enterprise, the sheer number of available tools can overwhelm them. This article explores a practical approach based on the `Tool2Vec` methodology to create a smarter tool retrieval system, allowing even small language models to...
Tool RAG: The Next Breakthrough in Scalable AI Agents
Imagine this: you're building an AI assistant that can book flights, summarize documents, analyze spreadsheets, and schedule meetings. You give it access to dozens - or even hundreds - of tools and APIs. But instead of becoming smarter, it gets confused. It picks the...
Triton Kernel Profiling with NVIDIA Nsight Tools
Are your custom Triton GPU kernels running as efficiently as they could be? Unlocking peak performance requires the right tools. This blog post is all about diving into profiling a Triton GPU kernel, with a specific focus on compute performance, using the powerful...
Intelligent inference request routing for large language models
Today's AI environment is experiencing a surge in specialized Large Language Models (LLMs), each possessing unique abilities and strengths123: Some are strong in reasoning and mathematics, while others may excel in creative writing. Yet most applications resort to a...