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Altair: Using the Powerful Vega-Lite 'Grammar of Graphics'
Using the Altair library for Python we can develop compelling data visualizations based on a grammar of graphics and implement them in Streamlit
Feb 25
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Altair: Using the Powerful Vega-Lite 'Grammar of Graphics'
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stlite (again), Data Visualization and Open Source AI-a boon or a danger
Articles that have piqued my interest over the last few days and weeks
Feb 18
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stlite (again), Data Visualization and Open Source AI-a boon or a danger
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Streamlit: new releases, stlite and Streamlit books
There have been two releases recently, 1.30.0 and 1.31.0, I look at these and other new features as well as Stlite, a serverless version of Streamlit
Feb 6
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Streamlit: new releases, stlite and Streamlit books
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Streamlit: Navigating Multi-page Apps with v1.30.0
Streamlit 1.30.0 gives us a way of navigating multi-page apps programmatically and the streamlit-option-menu lets us build custom menus
Feb 5
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Streamlit: Navigating Multi-page Apps with v1.30.0
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Create a Specialist Chatbot with a Modern Toolset: Streamlit, GPT-4 and the Assistants API
With Streamlit’s sophisticated chat interface, a powerful GPT-4 backend and the OpenAI Assistants API, we can build pretty much any specialist chatbot
Feb 1
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Create a Specialist Chatbot with a Modern Toolset: Streamlit, GPT-4 and the Assistants API
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January 2024
Full Article: How to Use the Powerful New Assistants API for Data Analysis
OpenAI’s Assistants API lets us create AI assistants which leverage tools that can operate on user-provided data
Jan 31
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Full Article: How to Use the Powerful New Assistants API for Data Analysis
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December 2023
How to Create a Simple GIS Map with Plotly and Streamlit
Plotly map functions combined with Streamlit user interface components provide a way of creating GIS-style dashboards
Dec 26, 2023
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How to Create a Simple GIS Map with Plotly and Streamlit
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November 2023
A Streamlit development workflow with Conda, VSCode and Github
You don’t need to use an IDE or a virtual environment manager to develop Streamlit applications; a simple text editor, a Python installation and a…
Nov 27, 2023
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A Streamlit development workflow with Conda, VSCode and Github
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More Flapjax, Lying Charts, LLMs in Streamlit and a Python Survey
One of my favourite authors in Data Visualisation, Alberto Cairo, has published a new book. If it is of the same standard as his other work, it will be…
Nov 20, 2023
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More Flapjax, Lying Charts, LLMs in Streamlit and a Python Survey
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Flapjax: Data Visualization on the Web with Plotly and Flask
Build a data visualisation web page with Plotly and Flask, and make it interactive with some UI components
Nov 17, 2023
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Flapjax: Data Visualization on the Web with Plotly and Flask
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October 2023
RAG: Retrieval-Augmented Generation
RAG is a framework for improving responses from an LLM by giving it access to external data and documents - we look at some resources
Oct 29, 2023
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RAG: Retrieval-Augmented Generation
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12 Essential Visualizations and How to Implement Them - a Free Interactive Course
Learn how to create the 12 most useful graphs and charts in Python with this interactive web-based course
Oct 21, 2023
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12 Essential Visualizations and How to Implement Them - a Free Interactive Course
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