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Practical AI, from first principles to production
Relataly is a technical AI blog by Florian Follonier focused on hands-on Python, machine learning, RAG, AI agents, and real-world enterprise AI use cases.
Featured
Agentic Web Scraping with Azure AI Foundry Agent Service: Insights from Building AIUseCaseHub.com
Discover how AIUseCaseHub.com uses agentic web scraping with Azure AI Foundry Agent Service, multi-agent orchestration and tool calling.
Vector Databases: The Rising Star in Generative AI Infrastructure
How vector databases are transforming AI applications and LLMs by enabling efficient handling of unstructured data and fast similarity search.
Building "Chat with your Data" Apps using Embeddings, ChatGPT, and Cosmos DB for Mongo DB vCore
Use OpenAI to enable users to chat with your business data by learning how to build a custom ChatGPT using Cosmos Mongo DB vCore and Python.
Latest tutorials
View all →Becoming an Agent Boss: Insights from Building an Agentic App that Excels for me 24/7
It’s been a while since my last post in February 2024. A lot has happened since then—not just in the world of Large Language Models (LLM), but also in my…
Six Shortcomings of Current LLMs I Expect From AGI
This article explores the limitations of current LLMs and highlights six key areas where AGI is expected to excel beyond today's AI models.
Building a Conversational Voice Bot with Azure OpenAI and Python: The Future of Human and Machine Interaction
Learn how to build a conversational voice bot in Python with the latest models from Azure OpenAI and Azure AI Speech Services.
Text-to-SQL with LLMs - Embracing the Future of Data Interaction
Explore the future of database interaction with our comprehensive guide on Text-to-SQL technology using Large Language Models (LLMs).
Building a Virtual AI Assistant (aka Copilot) for Your Software Application: Harnessing the Power of LLMs like ChatGPT
Explore the new era of digital interaction with LLM-powered virtual AI assistants. This article offers rare insights into the architecture
The Dance of Dialogues: Designing a Prompt Flow for an LLM-powered AI Copilot
Explore prompt flows for AI copilots and how LLMs like GPT can be adapted to your application to enhance user interaction through natural language.
Building Your Own Digital Copilot: Harnessing the Power of AI in Software Applications
A step-by-step guide to building your own Copilot — how AI can unlock productivity in software applications by turning untapped features into powerful tools.
How to Automatize your Twitter News Account with OpenAI ChatGPT and NewsAPI in Python
This tutorial guides you through creating an intelligent bot fetching and sharing relevant news updates on Twitter.
Written by Florian Follonier, PhD
About the author →Florian Follonier (PhD) is a Cloud Solution Architect at Microsoft based in Zurich and the author of relataly.com, writing hands-on tutorials on machine learning, Python, RAG, and AI agents.