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Diagen
Overview :
Diagen is a tool that leverages artificial intelligence to generate beautiful, intuitive charts through a single command. It supports a variety of chart types and can automatically optimize charts through visual feedback and critique. Key benefits of diagen include ease of use, support for various AI models, automated chart refinement, and compatibility with multiple chart types. It is rooted in the fields of data visualization and AI, aiming to streamline the chart generation process and improve efficiency. Being open-source, it offers a low-cost solution for individuals and enterprises, making it suitable for developers and data analysts who need to rapidly generate high-quality charts.
Target Users :
The target audience includes developers, data analysts, and anyone in need of quickly generating high-quality charts. Diagen simplifies the chart creation process, allowing non-experts to easily create professional-level charts, thereby enhancing productivity.
Use Cases
Developers use diagen to generate architecture diagrams from code repositories, providing a clearer presentation of project structures.
Data analysts convert complex datasets into flowcharts with diagen, facilitating easier understanding and analysis.
Educators create intuitive teaching charts for classrooms using diagen, enhancing student learning efficiency.
Features
Generate beautiful charts: Create aesthetically pleasing charts from data with a single command.
Utilize AI models: Supports a range of AI models such as OpenAI, Anthropic, and Google for chart creation and enhancement.
Automatic chart refinement: Optimizes charts automatically through visual feedback and critique.
Supports multiple chart types: Including flowcharts, architecture diagrams, etc.
User-friendly CLI interface: The command-line interface is clean and easy to operate.
Customizable chart generation process: Users can tailor each stage of the chart generation as needed.
How to Use
1. Set the API key as an environment variable, such as OpenAI, Anthropic, or Google's API key.
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2. Run the diagen command in the terminal, providing the source file path.
3. Follow the interactive prompts to select an AI model, describe the data, and specify the desired chart type.
4. Set parameters for chart refinement.
5. Diagen will generate, render, and iteratively improve the chart based on AI feedback.
6. Review the generated chart and make adjustments as needed.
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