Dash and ChatGPT
The future of AI-enabled apps is here. As a Python-based framework, Dash offers integration with ChatGPT and large language models (LLMs). By combining the power of Dash and ChatGPT, you can unlock the ability to quickly build interactive visualizations with a single prompt, create new web tools like a writing assistant, or even build custom geospatial maps.
Large Language Models (LLMs) and Pre-Training Data
Read this blog post featuring Plotly charts from Harm de Vries, Lead of LLM Lab at ServiceNow Research. He analyzes the computational overhead of the attention layer and the sequence length distribution in common pre-training datasets.
LangChain + Plotly Dash: Chat with Tesla’s Q2 Earnings Call on YouTube
LLMs can be used to analyze speech in YouTube videos and ask questions. In this tutorial, you'll learn how to implement an AI assistant with the framework LangChain, as well as chat with Tesla’s Q2 earnings call.
Dash and ChatGPT Webinar: Future of AI-enabled apps
August 30, 2023
See a collection of apps from the recent Plotly Community challenge to learn how ChatGPT and large language models easily integrate with Dash, a Python-based framework.
Dash-ChatGPT App Challenge
The Plotly Community shared a collection of Dash apps using the ChatGPT API. Winners will be announced in August.
Build a Python Dashboard with ChatGPT Lightning Fast
In this video from Plotly Community Manager, Adam Schroeder, see how ChatGPT can be asked to create charts with varying sophistication.
ChatGPT Guide for Data Visualization: Top 80 Most Important Prompts
Access a guide of 80 prompts for ChatGPT, including Plotly, Matplotlib, Seaborn, and Bokeh
How to Use ChatGPT API to Build a Writing Assistant Python Web App
Use Dash and the ChatGPT API to build a writing assistant with custom selectors like genre and style.
LangChain + Plotly Dash: Build a ChatGPT Clone
Here's a step-by-step guide to building your first LLM App, from LangChain basics, chat models, and memory.
Build an AI Assistant Using LangChain and Plotly Dash in Python
This step-by-step guide analyzes the Q1–2023 earnings reports of Tesla, Mercedes Benz and BMW, provides a technical overview, and explains PDF documents loading, data preparation, and how agents in LangChain work.
Here is How ChatGPT Will Help You Be a Better Data Scientist
Using a dataset on Canada immigration, see how ChatGPT can be prompted to build a Dash app and better analyze trends.
Today in ChatGPT: Can you help me transition from Matplotlib to Plotly?
Skip the docs and learn how to easily transition from Matplotlib to Plotly with ChatGPT.
ChatGPT Helps You to Create Graphs with Python in 5 Steps
View ChatGPT prompts that help you choose the right graph type, simplify the visualization, customize styling, add context, and introduce interactivity.
Turbocharge Your Python Data Visualization Skills with ChatGPT
See how ChatGPT can easily generate 4 useful Plotly chart types: ridge line plot, grouped bar chart, heat map, and time series line chart.
Adventures in Plotly: Scatter Plots
Learn about non-map variants of scatter plots (bubble charts, dot plots, and dumbell plots) and see how ChatGPT fares.
Visualize Live Streaming Data in 7 MINUTES with Plotly Dash and ChatGPT!
See how to use ChatGPT to write GET requests, create line plot visualizations with Dash, and update every 0.5 seconds.
Super Simple Way to Build Bitcoin Dashboard with ChatGPT
Learn how to build a live cryptocurrency dashboard powered by ChatGPT and Dash.
Using ChatGPT to Visualize Ransomware Leak Site Data
Learn how ChatGPT helps save time in project development with an example from RansomWatch of leaded site data.
Dash and ChatGPT for Geospatial Use Cases
Among the wide range of analytic needs that Dash and ChatGPT can be used for, geospatial projects are especially prominent. View the following examples to learn how this powerful combination enables interactive map apps with customized filtering options and components, refined aesthetics, and more.
Prompt Engineering ChatGPT
- See how to go from a travel sample dataset to innovative data visualization charts built in Dash without any Python code.
Streamlining Interactive Maps
- Find a dataset, generate a folium map, and build an interactive web app all with ChatGPT and Dash.
Insanely Fast Data Storytelling
- See how to ChatGPT offers a shortcut to using Pandas, Plotly, Folium, and Dash for interactive map apps.
Turbocharge with ChatGPT and Python
- Starting with the NASA forest fire dataset, see how ChatGPT and Dash enables a visual option to filter information based on month.
Rapid Python Data Visualizations with ChatGPT
- Using a sample Olympic medals dataset and ChatGPT, see how to create stacked area and bar charts with refined aesthetics.
ChatGPT’s Magic Touch
- Starting with a CSV data file, see how to use ChatGPT to create an interactive world Dash app with a time slider.