Files
KaifAhmad1 4f66a672fa Comprehensive documentation improvements
- Restructured guides with grid cards and better formatting
- Expanded cookbook to include all 39 use case notebooks
- Streamlined all resource files to be concise
- Removed time estimates throughout documentation
- Fixed broken GitHub links
- Updated version to 0.0.5 and year to 2025
- Improved architecture documentation with Mermaid diagrams
- Enhanced FAQ with plain Q&A format
- Made all documentation consistent and professional
2025-11-29 18:24:26 +05:30

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Markdown

# Citation
How to cite Semantica in academic papers and research.
---
## BibTeX
```bibtex
@software{semantica2025,
title = {Semantica: An Open Source Framework for Semantic Layers and Knowledge Engineering},
author = {Hawksight AI},
year = {2025},
url = {https://github.com/Hawksight-AI/semantica},
version = {0.0.5},
license = {MIT}
}
```
---
## Citation Formats
### APA
Hawksight AI. (2025). *Semantica: An Open Source Framework for Semantic Layers and Knowledge Engineering* (Version 0.0.5) [Computer software]. https://github.com/Hawksight-AI/semantica
### MLA
Hawksight AI. *Semantica: An Open Source Framework for Semantic Layers and Knowledge Engineering*. Version 0.0.5, GitHub, 2025, https://github.com/Hawksight-AI/semantica.
### Chicago
Hawksight AI. *Semantica: An Open Source Framework for Semantic Layers and Knowledge Engineering*. Version 0.0.5. GitHub, 2025. https://github.com/Hawksight-AI/semantica.
### IEEE
Hawksight AI, "Semantica: An Open Source Framework for Semantic Layers and Knowledge Engineering," Version 0.0.5, GitHub, 2025. [Online]. Available: https://github.com/Hawksight-AI/semantica
---
## Acknowledgment
If you use Semantica in your work:
> "This work uses Semantica (Hawksight AI, 2025), an open-source framework for semantic layer construction and knowledge engineering."
---
## Share Your Research
Published research using Semantica? [Let us know](https://github.com/Hawksight-AI/semantica/issues) - we may feature your work!
---
**License**: MIT - See [License](license.md) for details