The Interactive Vehicle Distribution Plotter is a web application built using Streamlit, LangChain, and Plotly. It allows users to generate interactive plots based on natural language descriptions of data. The app takes user input, processes it with a language model, and automatically generates a Plotly chart visualizing the dataset, which is loaded from a CSV file.
The app is designed to assist in visualizing the distribution of vehicle data, with user-friendly input and robust error handling.
- Natural Language Processing: Converts user input into Python code for generating plots using Plotly.
- Interactive Plotting: Generates interactive charts based on dataset columns.
- Streamlit Interface: Easy-to-use web UI for quick interaction.
- Error Handling: Alerts users to any issues with input or code execution.
- Model-Based Code Generation: Uses a pre-trained language model to create code for the desired plot.
git clone https://github.com/your-username/interactive-vehicle-distribution-plotter.git
cd interactive-vehicle-distribution-plotterpython3 -m venv venv
source venv/bin/activatepip install -r requirements.txtstreamlit run app.py"Plot the graph corresponding to the natural language query.""Once you click on the Generate Plot button, the app will process the description and generate a corresponding plot based on the dataset (Damage.csv).""Show all employees earning above $50,000."This project is licensed under the GNU General Public License (GPL). See the LICENSE file for more details.
Result:
