About the Project
Inspiration
Sustainable Development Goals (SDGs) play a crucial role in addressing global challenges. However, ensuring that project metadata remains up-to-date and accurately reflects SDG alignment is a time-consuming and error-prone task. We wanted to automate this process to make it more efficient, scalable, and accessible.
What We Learned
Throughout this project, we gained valuable insights into:
- Automating workflows using GitHub Actions
- Structuring and storing metadata using JSON and YAML formats
- Building RESTful APIs using Django and Django REST Framework
- Handling data consistency and synchronization challenges in open-source ecosystems
How We Built It
Web-Based Metadata Generation
- A Django-based web application where users input project details and select SDG alignments.
- Metadata is stored in a database and exported as JSON/YAML.
- A Django-based web application where users input project details and select SDG alignments.
GitHub Action for Automated Metadata Updates
- When a project repository is updated, an action triggers a script that regenerates the metadata automatically.
- When a project repository is updated, an action triggers a script that regenerates the metadata automatically.
API for Fetching SDG-Aligned Projects
- A REST API that allows users and external systems to query SDG-aligned projects dynamically.
- A REST API that allows users and external systems to query SDG-aligned projects dynamically.
Challenges We Faced
- Ensuring Metadata Accuracy: Managing dynamic updates while preventing inconsistencies.
- Integration with GitHub: Configuring GitHub Actions to work seamlessly with repositories.
- Scaling to Open Source Projects: Identifying open-source projects with appropriate licenses to expand metadata generation beyond individual repositories.
Future Improvements
- Expanding metadata generation to all open-source projects based on their licenses.
- Enhancing search and filtering capabilities in the API to make SDG-aligned projects more discoverable.
- Implementing AI-driven SDG classification to automatically detect project alignment.
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