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⚡ AI Lessons

Dev.to · Torkian
🤖 AI Agents & Automation
⚡ AI Lesson
3w ago
Make Your Agent Return Data, Not Prose — Structured Outputs with NVIDIA NIM
Your agent prints a sentence a human reads. To build on it — a UI, an eval, an API — you need data. This post makes the final answer a validated JSON object. Th

Dev.to · Torkian
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
Make Your Agent Feel Real-Time — Streaming with NVIDIA NIM
Your agent hangs for three seconds, then dumps a paragraph. Streaming fixes that — print each token as the model generates it. The flag is one word; the real le

Dev.to · Torkian
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
From One Tool to a Plan — Multi-Step Agents with NVIDIA NIM
Part 5 let the model pick one tool. Real agents chain tools — search, then calculate, then answer. This post builds the ReAct loop (Reason + Act + Observe) on N

Dev.to · Torkian
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
From Chatbot to Agent — Tool Calling with NVIDIA NIM
Turn the assistant from Parts 1-4 into a small agent. Give the NIM model two tiny Python tools — a clock and the retriever from Part 2 — and watch it decide whi

Dev.to · Torkian
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
Run NVIDIA NIM on Your Own GPU — Same API, Different Endpoint
Take the assistant from Parts 1-3 off the hosted API Catalog and onto a NIM container running on your own NVIDIA GPU. Python changes by one line. Docker walkthr

Dev.to · Torkian
🧠 Large Language Models
⚡ AI Lesson
2mo ago
Add Guardrails So Your AI App Doesn't Lie — A Two-Layer Approach with NVIDIA NIM
Make your NVIDIA NIM-powered assistant refuse off-topic questions and check its own answers against retrieved context. Two practical guardrail layers using prom
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