Dash and ChatGPT: Future of AI-enabled apps
Showcase of ChatGPT and Python data apps from the Plotly Community
August 30, 2023
ChatGPT and large language models integrate with Dash as a Python-based framework. Our Dash-ChatGPT webpage demonstrates the power of this combination, allowing developers to quickly build interactive visualizations with a single prompt, create new web tools like a writing assistant, and even build custom geospatial maps.
We recently challenged the Plotly Community to build a Dash app that utilizes the ChatGPT API. Apps were judged on the depth of this integration, UI/UX design, and data exploration and data analysis routines, such as numerical methods, machine learning, prediction, classification, and optimization.
Watch this recorded webinar to see several Dash-ChatGPT apps from the Plotly Community:
- Human vs. bot game using ChatGPT OpenAI, Dash Mantine Components, dash-iconify, and pyproject.toml, a build toolkit for Python projects
- Professional website to ask questions about publications and research papers, using Information Retrieval Animation to simplify the complexities of thyroid cancer
- Interactive app, created with embedchain.ai and built on top of Fast Dash, to query and extract knowledge from specific PDFs, URLs, videos, and text