AI Agents That Work
Step-by-step tutorials for developers building advanced AI chatbots, agents, and retrieval-augmented generation (RAG) systems using GPT models, embeddings, and vector databases. Solve chatbot limitations, handle complex queries, and improve e-commerce tools with practical AI examples and code.
Step-by-step build of a tiny Chrome extension that highlights LinkedIn posts/likes/comments by people you care about.
Understand how MCP standardizes AI-tool communication and why it offers a more scalable alternative to traditional APIs.
Extend LlamaIndex with a custom embedder for unsupported models - featuring AWS Titan Multimodal for text + image retrieval.
A step-by-step troubleshooting guide to handling empty form fields when validating Twilio webhooks in AWS Lambda.
Hands-on guide to using Jupyter Agent on Hugging Face for data analysis before RAG.
Learn how to vectorize your e-commerce product data using AWS Titan's multimodal model.
Guides and Tutorials
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Courses and Mini-Courses
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Workshops
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