Alan Jones

AI

AI Agents vs. AI Pipelines: A Practical Guide to Coding Your LLM Application

We use CrewAI to create apps that demonstrate how to choose the right architecture for your LLM application Alan Jones · Follow Published in Towards Data Science · 16 min read · 7 hours ago — An agent and a pipeline — based on an image created with Microsoft Bing Image Creator We can think of an AI agent as an LLM with access to external tools; it runs in a loop, making decisions about

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AI

How to Construct a Multipage Data Science Web App in Python with Taipy

Taipy supports easy navigation between pages in Python web apps — we create a simple CO2 emissions app Alan Jones · Follow Published in Towards Data Science · 13 min read · 8 hours ago — Photo by Ria on Unsplash Taipy is a framework for building Data Science and AI web apps in Python. As such, it is a competitor to the likes of Streamlit or Dash, but it is distinct from both of

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AI

A Data Dashboard in Pure Python with Taipy

Data Visualization Taipy is an innovative framework designed to simplify the creation of interactive and visually engaging data science applications Alan Jones · Follow Published in Towards Data Science · 13 min read · 2 hours ago — The Taipy dashboard on my laptop The Taipy framework is aimed at the data science and data visualization community and thus competes in the same space as…

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