Intermediate

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How to Integrate Universal Commerce Protocol (UCP) with AI Agents?

Agentic browsing is quickly becoming mainstream. People don’t just want AI agents to research products anymore. They want agents to actually buy things for them: compare options, place orders, handle payments, and complete the entire transaction. That’s where things started to break. Today’s commerce stack is fragmented. Every merchant, platform, and payment provider uses proprietary integrations. So even […]

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How to Use Gemini 3 Pro in CLI?

AI-based coding agents are changing developer workflows. Proof – the arrival of Gemini 3 Pro in the Gemini CLI. It shows a significant advancement. For instance, it provides advanced reasoning, enhanced tool usage, and natural-language coding right in the terminal. Developers will be able to generate, fix, and refactor code without needing to break their flow by

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Preference Fine-Tuning LFM 2 Using DPO

Liquid Foundation Models (LFM 2) define a new class of small language models designed to deliver strong reasoning and instruction-following capabilities directly on edge devices. Unlike large cloud-centric LLMs, LFM 2 focuses on efficiency, low latency, and memory awareness while still maintaining competitive performance. This design makes it a compelling choice for applications on mobile

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Create an Agent that can Learn from Interactions using AutoGen 

Imagine a chatbot makes a joke, and the user gives it a negative feedback. The same agent is far funnier on the said topic a week later. This is what we mean by agent’s live adaptation. Most chat agents as of now are static programs in nature. They don’t really learn from user feedback during

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