stavrostheocharis/auto-streamlit-studio
AutoStreamlit Studio is an intelligent assistant designed to streamline the creation of Streamlit applications. Whether you're a seasoned developer or new to coding, AutoStreamlit Studio simplifies the process by automatically generating, customizing, and running Streamlit apps based on your requirements.
Leverages LLM providers (OpenAI or Replicate) to generate Streamlit code from natural language prompts, with built-in voice command support and automatic error detection/resolution. Features version control, session persistence, inline code editing, and a curated dependency ecosystem including data visualization (Plotly, Seaborn), ML frameworks (TensorFlow, scikit-learn), and utility libraries (pandas, requests). Executes generated apps directly within the Streamlit interface, requiring local or isolated deployment due to code execution from user input.
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Language
Python
License
MIT
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Last pushed
Jul 01, 2024
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