Streamlit

cloud, docs, discuss
- Docs github using Next.js and Netify

Tutorials

Using Streamlit to build an interactive dashboard for data analysis on AWS (2021)

Books

M. Khorasami, M. Abdou: Web Application Development with Streamlit: Develop and Deploy Secure and Scalable Web Applications to the Cloud Using a Pure Python Framework (2022)
T. Richards: Getting Started with Streamlit for Data Science: Create and deploy Streamlit web applications from scratch in Python (2021)

Tutorials

Chanin Nantasenamat: LangChain tutorial #5: Build an Ask the Data app (2023)
- Andrei’s fork
Data Professor
- Streamlit Playlist with 53 videos, among which:
Authentication
- Streamlit-Authenticator, Part 1: Adding an authentication component to your app
- Authentication without SSO

Examples

Visualize LLM evals: github
Paula Maddigan: Chat2VIS: AI-driven visualisations with Streamlit and natural language (2023)
- P. Maddigan, T. Susnjak: Chat2VIS: Generating Data Visualisations via Natural Language using ChatGPT, Codex and GPT-3 Large Language Models (2023)

Interviews

Towards Data Science: Adrien Treuille and Tim Conkling - Streamlit Is All You Need (2021). Interview with Streamlit CEO and its lead UI developer. Explains philosophy behind Streamlit, and how it differs from Plotly Dash, for example.

News

TechCrunch: Snowflake acquires Streamlit for $800M to help customers build data-based apps (2022)

Other