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docs: add citation section and fix stale org references

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Add a Cite Us section to the README with BibTeX citation info, and
align it with docs/citation.md (author/organization: Semantica, 2026).
Update LICENSE and docs/project-license.md copyright holder to
Semantica, and replace the stale Hawksight-AI GitHub org slug with
semantica-agi across READMEs, plugin manifests, cookbook notebooks,
and GitHub templates.
This commit is contained in:
KaifAhmad1
2026-08-24 16:07:22 +05:30
parent 6c2ccfd3af
commit 7a6f1d0417
53 changed files with 104 additions and 88 deletions
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.github/DISCUSSION_TEMPLATE/ideas.md
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@@ -69,5 +69,5 @@ If you have ideas on how this could be implemented, please share.
--- ---
**Note**: For feature requests that are ready to be implemented, consider creating a [Feature Request issue](https://github.com/Hawksight-AI/semantica/issues/new?template=feature_request.md) instead. **Note**: For feature requests that are ready to be implemented, consider creating a [Feature Request issue](https://github.com/semantica-agi/semantica/issues/new?template=feature_request.md) instead.
.github/DISCUSSION_TEMPLATE/qa.md
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@@ -46,8 +46,8 @@ If applicable, paste any error messages or describe unexpected behavior:
## Checklist ## Checklist
- [ ] I have searched existing [discussions](https://github.com/Hawksight-AI/semantica/discussions) and [issues](https://github.com/Hawksight-AI/semantica/issues) - [ ] I have searched existing [discussions](https://github.com/semantica-agi/semantica/discussions) and [issues](https://github.com/semantica-agi/semantica/issues)
- [ ] I have checked the [documentation](https://github.com/Hawksight-AI/semantica/tree/main/docs) and [FAQ](https://github.com/Hawksight-AI/semantica/blob/main/docs/faq.md) - [ ] I have checked the [documentation](https://github.com/semantica-agi/semantica/tree/main/docs) and [FAQ](https://github.com/semantica-agi/semantica/blob/main/docs/faq.md)
- [ ] I have provided a minimal code example (if applicable) - [ ] I have provided a minimal code example (if applicable)
- [ ] I have included error messages (if applicable) - [ ] I have included error messages (if applicable)
- [ ] I have provided environment details - [ ] I have provided environment details
.github/FUNDING.yml
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@@ -1,3 +1,3 @@
# Funding options for Semantica # Funding options for Semantica
github: Hawksight-AI github: semantica-agi
.github/ISSUE_TEMPLATE/config.yml
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@@ -1,8 +1,8 @@
blank_issues_enabled: true blank_issues_enabled: true
contact_links: contact_links:
- name: 📚 Documentation - name: 📚 Documentation
url: https://github.com/Hawksight-AI/semantica/tree/main/docs url: https://github.com/semantica-agi/semantica/tree/main/docs
about: Browse the documentation about: Browse the documentation
- name: 💬 Discussions - name: 💬 Discussions
url: https://github.com/Hawksight-AI/semantica/discussions url: https://github.com/semantica-agi/semantica/discussions
about: Ask questions and discuss with the community about: Ask questions and discuss with the community
.github/SUPPORT.md
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@@ -3,31 +3,31 @@
## Getting Help ## Getting Help
### 📚 Documentation ### 📚 Documentation
Check the [docs folder](https://github.com/Hawksight-AI/semantica/tree/main/docs) and [README](https://github.com/Hawksight-AI/semantica/blob/main/README.md) for guides and examples. Check the [docs folder](https://github.com/semantica-agi/semantica/tree/main/docs) and [README](https://github.com/semantica-agi/semantica/blob/main/README.md) for guides and examples.
### 💬 Community Support ### 💬 Community Support
- **GitHub Discussions**: [Ask questions](https://github.com/Hawksight-AI/semantica/discussions) - **GitHub Discussions**: [Ask questions](https://github.com/semantica-agi/semantica/discussions)
- **Discord**: Join our [Discord server](https://discord.gg/sV34vps5hH) for real-time chat - **Discord**: Join our [Discord server](https://discord.gg/sV34vps5hH) for real-time chat
### 💭 Discussions ### 💭 Discussions
Join the conversation on [GitHub Discussions](https://github.com/Hawksight-AI/semantica/discussions): Join the conversation on [GitHub Discussions](https://github.com/semantica-agi/semantica/discussions):
- **Q&A**: Ask questions and get help from the community - **Q&A**: Ask questions and get help from the community
- **Ideas**: Share feature requests and suggestions - **Ideas**: Share feature requests and suggestions
- **Show and Tell**: Showcase your projects and use cases - **Show and Tell**: Showcase your projects and use cases
- **General**: General discussions about Semantica - **General**: General discussions about Semantica
### 🐛 Bug Reports ### 🐛 Bug Reports
Found a bug? [Create an issue](https://github.com/Hawksight-AI/semantica/issues/new/choose) Found a bug? [Create an issue](https://github.com/semantica-agi/semantica/issues/new/choose)
### 📖 Resources ### 📖 Resources
- [Quick Start Guide](https://github.com/Hawksight-AI/semantica/blob/main/docs/quickstart.md) - [Quick Start Guide](https://github.com/semantica-agi/semantica/blob/main/docs/quickstart.md)
- [FAQ](https://github.com/Hawksight-AI/semantica/blob/main/docs/faq.md) - [FAQ](https://github.com/semantica-agi/semantica/blob/main/docs/faq.md)
- [Cookbook Examples](https://github.com/Hawksight-AI/semantica/tree/main/cookbook) - [Cookbook Examples](https://github.com/semantica-agi/semantica/tree/main/cookbook)
## Commercial Support ## Commercial Support
For enterprise support, custom development, or consulting services: For enterprise support, custom development, or consulting services:
- Contact us through [GitHub Issues](https://github.com/Hawksight-AI/semantica/issues) - Contact us through [GitHub Issues](https://github.com/semantica-agi/semantica/issues)
- Include "Commercial Support" in the title - Include "Commercial Support" in the title
## Sponsorship ## Sponsorship
@@ -35,7 +35,7 @@ For enterprise support, custom development, or consulting services:
### Sponsor this project ### Sponsor this project
Support Semantica development: Support Semantica development:
- [GitHub Sponsors](https://github.com/sponsors/Hawksight-AI) - [GitHub Sponsors](https://github.com/sponsors/semantica-agi)
Your sponsorship helps us: Your sponsorship helps us:
- Maintain and improve the framework - Maintain and improve the framework
CHANGELOG.md
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@@ -1531,4 +1531,4 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
--- ---
For detailed release notes, see [GitHub Releases](https://github.com/Hawksight-AI/semantica/releases). For detailed release notes, see [GitHub Releases](https://github.com/semantica-agi/semantica/releases).
CODE_OF_CONDUCT.md
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@@ -58,7 +58,7 @@ representative at an online or offline event.
Instances of abusive, harassing, or otherwise unacceptable behavior may be Instances of abusive, harassing, or otherwise unacceptable behavior may be
reported to the community leaders responsible for enforcement through reported to the community leaders responsible for enforcement through
[GitHub Issues](https://github.com/Hawksight-AI/semantica/issues) with "[CoC]" prefix. [GitHub Issues](https://github.com/semantica-agi/semantica/issues) with "[CoC]" prefix.
All complaints will be reviewed and investigated promptly and fairly. All complaints will be reviewed and investigated promptly and fairly.
All community leaders are obligated to respect the privacy and security of the All community leaders are obligated to respect the privacy and security of the
CONTRIBUTORS.md
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@@ -44,7 +44,7 @@ We recognize all types of contributions:
All contributors are recognized in: All contributors are recognized in:
- This contributors list - This contributors list
- [GitHub contributors page](https://github.com/Hawksight-AI/semantica/graphs/contributors) - [GitHub contributors page](https://github.com/semantica-agi/semantica/graphs/contributors)
- Release notes for significant contributions - Release notes for significant contributions
- Community appreciation - Community appreciation
@@ -54,7 +54,7 @@ All contributors are recognized in:
### Automatic Recognition ### Automatic Recognition
If you've made a commit, you'll automatically appear in [GitHub's contributors graph](https://github.com/Hawksight-AI/semantica/graphs/contributors). If you've made a commit, you'll automatically appear in [GitHub's contributors graph](https://github.com/semantica-agi/semantica/graphs/contributors).
### Using All-Contributors Bot ### Using All-Contributors Bot
@@ -111,4 +111,4 @@ Every contribution, no matter how small, helps make Semantica better. Thank you
**Want to contribute?** **Want to contribute?**
⭐ Give us a Star • 🍴 [Fork us](https://github.com/Hawksight-AI/semantica/fork) • Check out our [Contributing Guide](CONTRIBUTING.md) to get started! ⭐ Give us a Star • 🍴 [Fork us](https://github.com/semantica-agi/semantica/fork) • Check out our [Contributing Guide](CONTRIBUTING.md) to get started!
LICENSE
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@@ -1,6 +1,6 @@
MIT License MIT License
Copyright (c) 2026 Hawksight AI Copyright (c) 2026 Semantica
Permission is hereby granted, free of charge, to any person obtaining a copy Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal of this software and associated documentation files (the "Software"), to deal
README.md
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@@ -1594,6 +1594,23 @@ See [CONTRIBUTING.md](CONTRIBUTING.md) for full guidelines.
--- ---
## Cite Us
If you use Semantica in your research or production systems, please cite it as:
```bibtex
@software{semantica2026,
title = {Semantica: Graph-Native Infrastructure for Context and Accountable AI Systems},
author = {Semantica},
year = {2026},
url = {https://github.com/semantica-agi/semantica}
}
```
All citation formats (APA, MLA, Chicago, IEEE) live on the [Citation](https://docs.getsemantica.ai/citation) page — every format attributes authorship to **Semantica**, not individual contributors.
---
<div align="center"> <div align="center">
MIT License · Built by [Semantica](https://github.com/semantica-agi) MIT License · Built by [Semantica](https://github.com/semantica-agi)
cookbook/advanced/01_Advanced_Extraction.ipynb
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@@ -4,7 +4,7 @@
"cell_type": "markdown", "cell_type": "markdown",
"metadata": {}, "metadata": {},
"source": [ "source": [
"[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/advanced/01_Advanced_Extraction.ipynb)\n", "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/advanced/01_Advanced_Extraction.ipynb)\n",
"\n", "\n",
"# Advanced Extraction\n", "# Advanced Extraction\n",
"\n", "\n",
cookbook/advanced/03_Complete_Visualization_Suite.ipynb
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@@ -4,7 +4,7 @@
"cell_type": "markdown", "cell_type": "markdown",
"metadata": {}, "metadata": {},
"source": [ "source": [
"[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/advanced/03_Complete_Visualization_Suite.ipynb)\n", "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/advanced/03_Complete_Visualization_Suite.ipynb)\n",
"\n", "\n",
"# Complete Visualization Suite\n", "# Complete Visualization Suite\n",
"\n", "\n",
cookbook/advanced/05_Multi_Format_Export.ipynb
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@@ -4,7 +4,7 @@
"cell_type": "markdown", "cell_type": "markdown",
"metadata": {}, "metadata": {},
"source": [ "source": [
"[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/advanced/05_Multi_Format_Export.ipynb)\n", "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/advanced/05_Multi_Format_Export.ipynb)\n",
"\n", "\n",
"# Advanced Multi-Format Export\n", "# Advanced Multi-Format Export\n",
"\n", "\n",
cookbook/advanced/08_Reasoning_and_Inference.ipynb
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@@ -4,7 +4,7 @@
"cell_type": "markdown", "cell_type": "markdown",
"metadata": {}, "metadata": {},
"source": [ "source": [
"[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/advanced/08_Reasoning_and_Inference.ipynb)\n", "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/advanced/08_Reasoning_and_Inference.ipynb)\n",
"\n", "\n",
"# Reasoning and Inference\n", "# Reasoning and Inference\n",
"\n", "\n",
cookbook/advanced/09_Semantic_Layer_Construction.ipynb
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@@ -4,7 +4,7 @@
"cell_type": "markdown", "cell_type": "markdown",
"metadata": {}, "metadata": {},
"source": [ "source": [
"[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/advanced/09_Semantic_Layer_Construction.ipynb)\n", "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/advanced/09_Semantic_Layer_Construction.ipynb)\n",
"\n", "\n",
"# Semantic Layer Construction\n", "# Semantic Layer Construction\n",
"\n", "\n",
cookbook/advanced/10_Temporal_Knowledge_Graphs.ipynb
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@@ -4,7 +4,7 @@
"cell_type": "markdown", "cell_type": "markdown",
"metadata": {}, "metadata": {},
"source": [ "source": [
"[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/advanced/10_Temporal_Knowledge_Graphs.ipynb)\n", "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/advanced/10_Temporal_Knowledge_Graphs.ipynb)\n",
"\n", "\n",
"# Deep Dive: Temporal Knowledge Graphs\n", "# Deep Dive: Temporal Knowledge Graphs\n",
"\n", "\n",
cookbook/advanced/12_Unstructured_to_Ontology.ipynb
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@@ -4,7 +4,7 @@
"cell_type": "markdown", "cell_type": "markdown",
"metadata": {}, "metadata": {},
"source": [ "source": [
"[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/advanced/12_Unstructured_to_Ontology.ipynb)\n", "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/advanced/12_Unstructured_to_Ontology.ipynb)\n",
"\n", "\n",
"# Unstructured Text to Ontology\n", "# Unstructured Text to Ontology\n",
"\n", "\n",
cookbook/advanced/13_Manual_Ontology_Snowflake_Mapping.ipynb
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@@ -18,7 +18,7 @@
"id": "cell-0", "id": "cell-0",
"metadata": {}, "metadata": {},
"source": [ "source": [
"[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/advanced/13_Manual_Ontology_Snowflake_Mapping.ipynb)\n", "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/advanced/13_Manual_Ontology_Snowflake_Mapping.ipynb)\n",
"\n", "\n",
"# Manual Ontology + Snowflake Mapping\n", "# Manual Ontology + Snowflake Mapping\n",
"\n", "\n",
cookbook/advanced/14_Datalog_Style_Reasoning.ipynb
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@@ -4,7 +4,7 @@
"cell_type": "markdown", "cell_type": "markdown",
"metadata": {}, "metadata": {},
"source": [ "source": [
"[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/advanced/14_Datalog_Style_Reasoning.ipynb)\n", "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/advanced/14_Datalog_Style_Reasoning.ipynb)\n",
"\n", "\n",
"# Datalog-Style Reasoning\n", "# Datalog-Style Reasoning\n",
"\n", "\n",
cookbook/advanced/Advanced_Vector_Store_and_Search.ipynb
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@@ -4,7 +4,7 @@
"cell_type": "markdown", "cell_type": "markdown",
"metadata": {}, "metadata": {},
"source": [ "source": [
"[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/advanced/Advanced_Vector_Store_and_Search.ipynb)\n", "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/advanced/Advanced_Vector_Store_and_Search.ipynb)\n",
"\n", "\n",
"# Advanced Vector Store - Made Easy\n", "# Advanced Vector Store - Made Easy\n",
"\n", "\n",
@@ -352,7 +352,7 @@
"- Build a multi-user application\n", "- Build a multi-user application\n",
"- Explore the [introduction notebook](../introduction/13_Vector_Store.ipynb) for more basics\n", "- Explore the [introduction notebook](../introduction/13_Vector_Store.ipynb) for more basics\n",
"\n", "\n",
"**Need Help?** Check our [documentation](https://semantica.readthedocs.io) or ask on [GitHub](https://github.com/Hawksight-AI/semantica)." "**Need Help?** Check our [documentation](https://semantica.readthedocs.io) or ask on [GitHub](https://github.com/semantica-agi/semantica)."
] ]
} }
], ],
cookbook/introduction/01_Welcome_to_Semantica.ipynb
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@@ -4,7 +4,7 @@
"cell_type": "markdown", "cell_type": "markdown",
"metadata": {}, "metadata": {},
"source": [ "source": [
"[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/introduction/01_Welcome_to_Semantica.ipynb)\n", "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/introduction/01_Welcome_to_Semantica.ipynb)\n",
"\n", "\n",
"Semantica is a **semantic intelligence and knowledge engineering framework**. It helps you:\n", "Semantica is a **semantic intelligence and knowledge engineering framework**. It helps you:\n",
"\n", "\n",
cookbook/introduction/02_Data_Ingestion.ipynb
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@@ -4,7 +4,7 @@
"cell_type": "markdown", "cell_type": "markdown",
"metadata": {}, "metadata": {},
"source": [ "source": [
"[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/introduction/02_Data_Ingestion.ipynb)\n", "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/introduction/02_Data_Ingestion.ipynb)\n",
"\n", "\n",
"# Data Ingestion - Comprehensive Guide\n", "# Data Ingestion - Comprehensive Guide\n",
"\n", "\n",
cookbook/introduction/03_Document_Parsing.ipynb
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@@ -4,7 +4,7 @@
"cell_type": "markdown", "cell_type": "markdown",
"metadata": {}, "metadata": {},
"source": [ "source": [
"[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/introduction/04_Document_Parsing.ipynb)\n", "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/introduction/04_Document_Parsing.ipynb)\n",
"\n", "\n",
"# Document Parsing\n", "# Document Parsing\n",
"\n", "\n",
cookbook/introduction/04_Data_Normalization.ipynb
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@@ -4,7 +4,7 @@
"cell_type": "markdown", "cell_type": "markdown",
"metadata": {}, "metadata": {},
"source": [ "source": [
"[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/introduction/05_Data_Normalization.ipynb)\n", "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/introduction/05_Data_Normalization.ipynb)\n",
"\n", "\n",
"# Data Normalization\n", "# Data Normalization\n",
"\n", "\n",
cookbook/introduction/05_Entity_Extraction.ipynb
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@@ -4,7 +4,7 @@
"cell_type": "markdown", "cell_type": "markdown",
"metadata": {}, "metadata": {},
"source": [ "source": [
"[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/introduction/05_Entity_Extraction.ipynb)\n", "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/introduction/05_Entity_Extraction.ipynb)\n",
"\n", "\n",
"# Entity Extraction - Comprehensive Guide\n", "# Entity Extraction - Comprehensive Guide\n",
"\n", "\n",
@@ -622,7 +622,7 @@
"\n", "\n",
"---\n", "---\n",
"\n", "\n",
"**Questions or Issues?** Check out our [GitHub repository](https://github.com/Hawksight-AI/semantica) or [documentation](https://semantica.readthedocs.io)." "**Questions or Issues?** Check out our [GitHub repository](https://github.com/semantica-agi/semantica) or [documentation](https://semantica.readthedocs.io)."
] ]
} }
], ],
cookbook/introduction/06_Relation_Extraction.ipynb
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@@ -4,7 +4,7 @@
"cell_type": "markdown", "cell_type": "markdown",
"metadata": {}, "metadata": {},
"source": [ "source": [
"[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/introduction/06_Relation_Extraction.ipynb)\n", "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/introduction/06_Relation_Extraction.ipynb)\n",
"\n", "\n",
"# Relation Extraction - Comprehensive Guide\n", "# Relation Extraction - Comprehensive Guide\n",
"\n", "\n",
@@ -599,7 +599,7 @@
"\n", "\n",
"---\n", "---\n",
"\n", "\n",
"**Questions or Issues?** Check out our [GitHub repository](https://github.com/Hawksight-AI/semantica) or [documentation](https://semantica.readthedocs.io)." "**Questions or Issues?** Check out our [GitHub repository](https://github.com/semantica-agi/semantica) or [documentation](https://semantica.readthedocs.io)."
] ]
} }
], ],
cookbook/introduction/07_Building_Knowledge_Graphs.ipynb
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@@ -4,7 +4,7 @@
"cell_type": "markdown", "cell_type": "markdown",
"metadata": {}, "metadata": {},
"source": [ "source": [
"[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/introduction/08_Building_Knowledge_Graphs.ipynb)\n", "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/introduction/08_Building_Knowledge_Graphs.ipynb)\n",
"\n", "\n",
"# Building Knowledge Graphs\n", "# Building Knowledge Graphs\n",
"\n", "\n",
cookbook/introduction/08_Your_First_Knowledge_Graph.ipynb
+1 -1
View File
@@ -4,7 +4,7 @@
"cell_type": "markdown", "cell_type": "markdown",
"metadata": {}, "metadata": {},
"source": [ "source": [
"[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/introduction/09_Your_First_Knowledge_Graph.ipynb)\n", "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/introduction/09_Your_First_Knowledge_Graph.ipynb)\n",
"\n", "\n",
"# 🚀 Your First Knowledge Graph\n", "# 🚀 Your First Knowledge Graph\n",
"\n", "\n",
cookbook/introduction/10_Graph_Analytics.ipynb
+1 -1
View File
@@ -4,7 +4,7 @@
"cell_type": "markdown", "cell_type": "markdown",
"metadata": {}, "metadata": {},
"source": [ "source": [
"[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/introduction/11_Graph_Analytics.ipynb)\n", "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/introduction/11_Graph_Analytics.ipynb)\n",
"\n", "\n",
"# Graph Analytics\n", "# Graph Analytics\n",
"\n", "\n",
cookbook/introduction/11_Chunking_and_Splitting.ipynb
+2 -2
View File
@@ -4,7 +4,7 @@
"cell_type": "markdown", "cell_type": "markdown",
"metadata": {}, "metadata": {},
"source": [ "source": [
"[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/introduction/11_Chunking_and_Splitting.ipynb)\n", "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/introduction/11_Chunking_and_Splitting.ipynb)\n",
"\n", "\n",
"# Chunking and Splitting - Comprehensive Guide\n", "# Chunking and Splitting - Comprehensive Guide\n",
"\n", "\n",
@@ -817,7 +817,7 @@
"\n", "\n",
"---\n", "---\n",
"\n", "\n",
"**Questions or Issues?** Check out our [GitHub repository](https://github.com/Hawksight-AI/semantica) or [documentation](https://semantica.readthedocs.io)." "**Questions or Issues?** Check out our [GitHub repository](https://github.com/semantica-agi/semantica) or [documentation](https://semantica.readthedocs.io)."
] ]
} }
], ],
cookbook/introduction/12_Embedding_Generation.ipynb
+1 -1
View File
@@ -4,7 +4,7 @@
"cell_type": "markdown", "cell_type": "markdown",
"metadata": {}, "metadata": {},
"source": [ "source": [
"[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/introduction/13_Embedding_Generation.ipynb)\n", "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/introduction/13_Embedding_Generation.ipynb)\n",
"\n", "\n",
"# Embedding Generation\n", "# Embedding Generation\n",
"\n", "\n",
cookbook/introduction/13_Vector_Store.ipynb
+2 -2
View File
@@ -4,7 +4,7 @@
"cell_type": "markdown", "cell_type": "markdown",
"metadata": {}, "metadata": {},
"source": [ "source": [
"[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/introduction/13_Vector_Store.ipynb)\n", "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/introduction/13_Vector_Store.ipynb)\n",
"\n", "\n",
"# Vector Store - Comprehensive Guide\n", "# Vector Store - Comprehensive Guide\n",
"\n", "\n",
@@ -492,7 +492,7 @@
"\n", "\n",
"---\n", "---\n",
"\n", "\n",
"**Questions or Issues?** Check out our [GitHub repository](https://github.com/Hawksight-AI/semantica) or [documentation](https://semantica.readthedocs.io)." "**Questions or Issues?** Check out our [GitHub repository](https://github.com/semantica-agi/semantica) or [documentation](https://semantica.readthedocs.io)."
] ]
} }
], ],
cookbook/introduction/14_Ontology.ipynb
+1 -1
View File
@@ -4,7 +4,7 @@
"cell_type": "markdown", "cell_type": "markdown",
"metadata": {}, "metadata": {},
"source": [ "source": [
"[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/introduction/14_Ontology.ipynb)\n", "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/introduction/14_Ontology.ipynb)\n",
"\n", "\n",
"# Ontology Generation \n", "# Ontology Generation \n",
"\n", "\n",
cookbook/introduction/15_Export.ipynb
+1 -1
View File
@@ -4,7 +4,7 @@
"cell_type": "markdown", "cell_type": "markdown",
"metadata": {}, "metadata": {},
"source": [ "source": [
"[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/introduction/15_Export.ipynb)\n", "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/introduction/15_Export.ipynb)\n",
"\n", "\n",
"# Export Module - Comprehensive Guide\n", "# Export Module - Comprehensive Guide\n",
"\n", "\n",
cookbook/introduction/16_Visualization.ipynb
+1 -1
View File
@@ -4,7 +4,7 @@
"cell_type": "markdown", "cell_type": "markdown",
"metadata": {}, "metadata": {},
"source": [ "source": [
"[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/introduction/17_Visualization.ipynb)\n", "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/introduction/17_Visualization.ipynb)\n",
"\n", "\n",
"# Visualization\n", "# Visualization\n",
"\n", "\n",
cookbook/introduction/18_Deduplication.ipynb
+1 -1
View File
@@ -4,7 +4,7 @@
"cell_type": "markdown", "cell_type": "markdown",
"metadata": {}, "metadata": {},
"source": [ "source": [
"[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/introduction/18_Deduplication.ipynb)\n", "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/introduction/18_Deduplication.ipynb)\n",
"\n", "\n",
"# Deduplication in Semantica\n", "# Deduplication in Semantica\n",
"\n", "\n",
cookbook/introduction/19_Context_Module.ipynb
+1 -1
View File
@@ -5,7 +5,7 @@
"id": "c21e9c8d", "id": "c21e9c8d",
"metadata": {}, "metadata": {},
"source": [ "source": [
"[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/introduction/19_Context_Module.ipynb)\n", "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/introduction/19_Context_Module.ipynb)\n",
"\n", "\n",
"# Context Module — Practical Guide\n", "# Context Module — Practical Guide\n",
"\n", "\n",
docs/citation.md
+9 -10
View File
@@ -13,26 +13,25 @@ icon: "quote-left"
<Tab title="BibTeX"> <Tab title="BibTeX">
```bibtex ```bibtex
@software{semantica2026, @software{semantica2026,
title = {Semantica: Graph-Native Infrastructure for Context and Accountable AI Systems}, title = {Semantica: Graph-Native Infrastructure for Context and Accountable AI Systems},
author = {Semantica}, author = {Semantica},
year = {2026}, year = {2026},
url = {https://github.com/semantica-agi/semantica}, url = {https://github.com/semantica-agi/semantica},
version = {0.6.6}, doi = {10.5281/zenodo.XXXXXXX}
doi = {10.5281/zenodo.XXXXXXX}
} }
``` ```
</Tab> </Tab>
<Tab title="APA"> <Tab title="APA">
Semantica. (2026). *Semantica: Graph-Native Infrastructure for Context and Accountable AI Systems* (Version 0.6.6) \[Computer software\]. https://github.com/semantica-agi/semantica Semantica. (2026). *Semantica: Graph-Native Infrastructure for Context and Accountable AI Systems* \[Computer software\]. https://github.com/semantica-agi/semantica
</Tab> </Tab>
<Tab title="MLA"> <Tab title="MLA">
Semantica. *Semantica: Graph-Native Infrastructure for Context and Accountable AI Systems*. Version 0.6.6, GitHub, 2026, https://github.com/semantica-agi/semantica. Semantica. *Semantica: Graph-Native Infrastructure for Context and Accountable AI Systems*. GitHub, 2026, https://github.com/semantica-agi/semantica.
</Tab> </Tab>
<Tab title="Chicago"> <Tab title="Chicago">
Semantica. *Semantica: Graph-Native Infrastructure for Context and Accountable AI Systems*. Version 0.6.6. GitHub, 2026. https://github.com/semantica-agi/semantica. Semantica. *Semantica: Graph-Native Infrastructure for Context and Accountable AI Systems*. GitHub, 2026. https://github.com/semantica-agi/semantica.
</Tab> </Tab>
<Tab title="IEEE"> <Tab title="IEEE">
Semantica, "Semantica: Graph-Native Infrastructure for Context and Accountable AI Systems," Version 0.6.6, GitHub, 2026. \[Online\]. Available: https://github.com/semantica-agi/semantica Semantica, "Semantica: Graph-Native Infrastructure for Context and Accountable AI Systems," GitHub, 2026. \[Online\]. Available: https://github.com/semantica-agi/semantica
</Tab> </Tab>
</Tabs> </Tabs>
docs/cookbook.md
+1 -1
View File
@@ -80,6 +80,6 @@ Deep dive into advanced features, customization, and complex workflows.
You can also run the cookbook using Docker: You can also run the cookbook using Docker:
```bash ```bash
docker run -p 8888:8888 hawksight/semantica-cookbook docker run -p 8888:8888 semantica/semantica-cookbook
``` ```
</Tip> </Tip>
docs/governance.md
+2 -2
View File
@@ -4,12 +4,12 @@ description: "Project governance model: roles, decision process, release cadence
icon: "scale-balanced" icon: "scale-balanced"
--- ---
> Semantica is maintained by Hawksight AI with community contributions under an open governance model. > Semantica is maintained by the Semantica team with community contributions under an open governance model.
## Roles ## Roles
- **Maintainers** — Hawksight AI team: review and merge PRs, manage releases and code quality, set project direction and community standards. - **Maintainers** — Semantica team: review and merge PRs, manage releases and code quality, set project direction and community standards.
- **Contributors** — Submit code, documentation, and bug reports. Help with issues and reviews. Recognized in [CONTRIBUTORS.md](https://github.com/semantica-agi/semantica/blob/main/CONTRIBUTORS.md). - **Contributors** — Submit code, documentation, and bug reports. Help with issues and reviews. Recognized in [CONTRIBUTORS.md](https://github.com/semantica-agi/semantica/blob/main/CONTRIBUTORS.md).
- **Community Members** — Use Semantica, provide feedback, share use cases, and participate in GitHub Discussions and Discord. - **Community Members** — Use Semantica, provide feedback, share use cases, and participate in GitHub Discussions and Discord.
docs/project-license.md
+1 -1
View File
@@ -12,7 +12,7 @@ icon: "file-contract"
``` ```
MIT License MIT License
Copyright (c) 2026 Hawksight AI Copyright (c) 2026 Semantica
Permission is hereby granted, free of charge, to any person obtaining a copy Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal of this software and associated documentation files (the "Software"), to deal
plugins/.claude-plugin/README.md
+1 -1
View File
@@ -53,7 +53,7 @@ plugins/
## Prerequisites ## Prerequisites
```bash ```bash
git clone https://github.com/Hawksight-AI/semantica.git git clone https://github.com/semantica-agi/semantica.git
cd semantica cd semantica
pip install semantica # Python 3.10+ pip install semantica # Python 3.10+
``` ```
plugins/.claude-plugin/marketplace.json
+2 -2
View File
@@ -1,8 +1,8 @@
{ {
"name": "semantica-local", "name": "semantica-local",
"owner": { "owner": {
"name": "Hawksight AI", "name": "Semantica",
"url": "https://github.com/Hawksight-AI/semantica" "url": "https://github.com/semantica-agi/semantica"
}, },
"plugins": [ "plugins": [
{ {
plugins/.claude-plugin/plugin.json
+2 -2
View File
@@ -5,8 +5,8 @@
"author": { "author": {
"name": "Semantica Contributors" "name": "Semantica Contributors"
}, },
"homepage": "https://github.com/Hawksight-AI/semantica", "homepage": "https://github.com/semantica-agi/semantica",
"repository": "https://github.com/Hawksight-AI/semantica", "repository": "https://github.com/semantica-agi/semantica",
"license": "MIT", "license": "MIT",
"keywords": [ "keywords": [
"semantica", "semantica",
plugins/.cline-plugin/plugin.json
+2 -2
View File
@@ -6,8 +6,8 @@
"author": { "author": {
"name": "Semantica Contributors" "name": "Semantica Contributors"
}, },
"homepage": "https://github.com/Hawksight-AI/semantica", "homepage": "https://github.com/semantica-agi/semantica",
"repository": "https://github.com/Hawksight-AI/semantica", "repository": "https://github.com/semantica-agi/semantica",
"license": "MIT", "license": "MIT",
"keywords": [ "keywords": [
"semantica", "semantica",
plugins/.codex-plugin/plugin.json
+2 -2
View File
@@ -5,8 +5,8 @@
"author": { "author": {
"name": "Semantica Contributors" "name": "Semantica Contributors"
}, },
"homepage": "https://github.com/Hawksight-AI/semantica", "homepage": "https://github.com/semantica-agi/semantica",
"repository": "https://github.com/Hawksight-AI/semantica", "repository": "https://github.com/semantica-agi/semantica",
"license": "MIT", "license": "MIT",
"keywords": [ "keywords": [
"semantica", "semantica",
plugins/.continue-plugin/plugin.json
+2 -2
View File
@@ -6,8 +6,8 @@
"author": { "author": {
"name": "Semantica Contributors" "name": "Semantica Contributors"
}, },
"homepage": "https://github.com/Hawksight-AI/semantica", "homepage": "https://github.com/semantica-agi/semantica",
"repository": "https://github.com/Hawksight-AI/semantica", "repository": "https://github.com/semantica-agi/semantica",
"license": "MIT", "license": "MIT",
"keywords": [ "keywords": [
"semantica", "semantica",
plugins/.cursor-plugin/plugin.json
+2 -2
View File
@@ -6,8 +6,8 @@
"author": { "author": {
"name": "Semantica Contributors" "name": "Semantica Contributors"
}, },
"homepage": "https://github.com/Hawksight-AI/semantica", "homepage": "https://github.com/semantica-agi/semantica",
"repository": "https://github.com/Hawksight-AI/semantica", "repository": "https://github.com/semantica-agi/semantica",
"license": "MIT", "license": "MIT",
"keywords": [ "keywords": [
"semantica", "semantica",
plugins/.openclaw-plugin/plugin.json
+2 -2
View File
@@ -6,8 +6,8 @@
"author": { "author": {
"name": "Semantica Contributors" "name": "Semantica Contributors"
}, },
"homepage": "https://github.com/Hawksight-AI/semantica", "homepage": "https://github.com/semantica-agi/semantica",
"repository": "https://github.com/Hawksight-AI/semantica", "repository": "https://github.com/semantica-agi/semantica",
"license": "MIT", "license": "MIT",
"keywords": [ "keywords": [
"semantica", "semantica",
plugins/.vscode-plugin/plugin.json
+2 -2
View File
@@ -6,8 +6,8 @@
"author": { "author": {
"name": "Semantica Contributors" "name": "Semantica Contributors"
}, },
"homepage": "https://github.com/Hawksight-AI/semantica", "homepage": "https://github.com/semantica-agi/semantica",
"repository": "https://github.com/Hawksight-AI/semantica", "repository": "https://github.com/semantica-agi/semantica",
"license": "MIT", "license": "MIT",
"keywords": [ "keywords": [
"semantica", "semantica",
plugins/.windsurf-plugin/plugin.json
+2 -2
View File
@@ -6,8 +6,8 @@
"author": { "author": {
"name": "Semantica Contributors" "name": "Semantica Contributors"
}, },
"homepage": "https://github.com/Hawksight-AI/semantica", "homepage": "https://github.com/semantica-agi/semantica",
"repository": "https://github.com/Hawksight-AI/semantica", "repository": "https://github.com/semantica-agi/semantica",
"license": "MIT", "license": "MIT",
"keywords": [ "keywords": [
"semantica", "semantica",
semantica/change_management/change_management_usage.md
+1 -1
View File
@@ -1039,6 +1039,6 @@ manager = TemporalVersionManager(storage_path="large_data.db")
## Support ## Support
For questions or issues: For questions or issues:
- GitHub Issues: https://github.com/Hawksight-AI/semantica/issues - GitHub Issues: https://github.com/semantica-agi/semantica/issues
- Documentation: https://semantica.readthedocs.io - Documentation: https://semantica.readthedocs.io
- Community: https://discord.gg/sV34vps5hH - Community: https://discord.gg/sV34vps5hH
tests/ingest/test_notebook_02.py
+1 -1
View File
@@ -157,7 +157,7 @@ class TestNotebook02DataIngestion:
repo_ingestor = RepoIngestor() repo_ingestor = RepoIngestor()
with patch.object(repo_ingestor, 'ingest_repository') as mock_ingest: with patch.object(repo_ingestor, 'ingest_repository') as mock_ingest:
mock_ingest.return_value = {'name': 'semantica'} mock_ingest.return_value = {'name': 'semantica'}
repo_data = repo_ingestor.ingest_repository("https://github.com/Hawksight-AI/semantica.git") repo_data = repo_ingestor.ingest_repository("https://github.com/semantica-agi/semantica.git")
assert repo_data['name'] == 'semantica' assert repo_data['name'] == 'semantica'
def test_07_email_ingestion(self): def test_07_email_ingestion(self):