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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.

Tutorial1 hour ago
Vectorizing multimodal e-commerce product data with AWS Titan: a practical guide

Learn how to vectorize your e-commerce product data using AWS Titan's multimodal model.

AWS Titan
multimodal models
e-commerce
Mini-course2 days ago
Mini-course: Build an AI agent to handle multi-color product queries

A free step-by-step mini-course using Python, Pinecone, and LlamaIndex to build smarter AI systems for real-world search challenges.

AI agentsDecember 22, 2024
How to build an AI agent that can handle multiple color requirements

A step-by-step guide using Python & LlamaIndex for metadata color filtering

AI agentsDecember 22, 2024
How AI Agents Handle Budget-Focused Searches

This December, I'm highlighting the limitations of simple AI chatbots and show how AI agents handle budget-focused searches

AI agentsDecember 21, 2024
How AI Agents Handle Multiple Product Requests in One Query

This December, I'm highlighting the limitations of simple AI chatbots and show how AI agents handle two requests in a single query

AI agentsDecember 20, 2024
How AI Agents Handle Numeric Height Queries

This December, I'm highlighting the limitations of simple AI chatbots and showing how AI agents handle numeric height queries


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Courses and Mini-Courses

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Workshops

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