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10 AI Agents Every AI Engineer Must Build (with GitHub Samples)

Analytics Vidhya·Vasu Deo Sankrityayan·25 days ago
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If you’re an aspiring AI engineer looking to sharpen your skills, building AI agents is one of the most effective ways to get hands-on experience. AI agents represent practical applications of AI across domains, from personal assistants and recommendation systems to financial traders. Here are 10 AI agents every engineer should build . For each, you’ll find a GitHub link that provides a sample implementation, so you can either reference or extend the code into your own version. Table of contents Recommendation Agent Coding Agent AI Research Agent Browser Automation Agent Document Q&A / RAG Agent Customer Support Agent Personal AI Assistant Agent Predictive Maintenance Agent Computer Vision Agent Financial Trading Agent Where to begin? Frequently Asked Questions 1. Recommendation Agent Recommendation agents help personalize the user experience by suggesting products, content, or services. They are commonly used in e-commerce, media streaming, and social media platforms.…

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