diff --git a/.github/DISCUSSION_TEMPLATE/ideas.md b/.github/DISCUSSION_TEMPLATE/ideas.md
index 6d28cd2a..c6e4e3fa 100644
--- a/.github/DISCUSSION_TEMPLATE/ideas.md
+++ b/.github/DISCUSSION_TEMPLATE/ideas.md
@@ -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.
diff --git a/.github/DISCUSSION_TEMPLATE/qa.md b/.github/DISCUSSION_TEMPLATE/qa.md
index fc019e53..76fc1959 100644
--- a/.github/DISCUSSION_TEMPLATE/qa.md
+++ b/.github/DISCUSSION_TEMPLATE/qa.md
@@ -46,8 +46,8 @@ If applicable, paste any error messages or describe unexpected behavior:
## Checklist
-- [ ] I have searched existing [discussions](https://github.com/Hawksight-AI/semantica/discussions) and [issues](https://github.com/Hawksight-AI/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 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/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 included error messages (if applicable)
- [ ] I have provided environment details
diff --git a/.github/FUNDING.yml b/.github/FUNDING.yml
index 5699f569..35fd4d5c 100644
--- a/.github/FUNDING.yml
+++ b/.github/FUNDING.yml
@@ -1,3 +1,3 @@
# Funding options for Semantica
-github: Hawksight-AI
+github: semantica-agi
diff --git a/.github/ISSUE_TEMPLATE/config.yml b/.github/ISSUE_TEMPLATE/config.yml
index 2b702ee7..3ff95742 100644
--- a/.github/ISSUE_TEMPLATE/config.yml
+++ b/.github/ISSUE_TEMPLATE/config.yml
@@ -1,8 +1,8 @@
blank_issues_enabled: true
contact_links:
- name: ๐ 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
- name: ๐ฌ 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
diff --git a/.github/SUPPORT.md b/.github/SUPPORT.md
index 148ceab1..4d484c62 100644
--- a/.github/SUPPORT.md
+++ b/.github/SUPPORT.md
@@ -3,31 +3,31 @@
## Getting Help
### ๐ 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.
### ๐ฌ 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
### ๐ญ 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
- **Ideas**: Share feature requests and suggestions
- **Show and Tell**: Showcase your projects and use cases
- **General**: General discussions about Semantica
### ๐ 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)
### ๐ Resources
-- [Quick Start Guide](https://github.com/Hawksight-AI/semantica/blob/main/docs/quickstart.md)
-- [FAQ](https://github.com/Hawksight-AI/semantica/blob/main/docs/faq.md)
-- [Cookbook Examples](https://github.com/Hawksight-AI/semantica/tree/main/cookbook)
+- [Quick Start Guide](https://github.com/semantica-agi/semantica/blob/main/docs/quickstart.md)
+- [FAQ](https://github.com/semantica-agi/semantica/blob/main/docs/faq.md)
+- [Cookbook Examples](https://github.com/semantica-agi/semantica/tree/main/cookbook)
## Commercial Support
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
## Sponsorship
@@ -35,7 +35,7 @@ For enterprise support, custom development, or consulting services:
### Sponsor this project
Support Semantica development:
-- [GitHub Sponsors](https://github.com/sponsors/Hawksight-AI)
+- [GitHub Sponsors](https://github.com/sponsors/semantica-agi)
Your sponsorship helps us:
- Maintain and improve the framework
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 5057334c..5c1ec4d8 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -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).
diff --git a/CODE_OF_CONDUCT.md b/CODE_OF_CONDUCT.md
index 0197824a..7b3304eb 100644
--- a/CODE_OF_CONDUCT.md
+++ b/CODE_OF_CONDUCT.md
@@ -58,7 +58,7 @@ representative at an online or offline event.
Instances of abusive, harassing, or otherwise unacceptable behavior may be
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 community leaders are obligated to respect the privacy and security of the
diff --git a/CONTRIBUTORS.md b/CONTRIBUTORS.md
index 336ece42..b5ec8b37 100644
--- a/CONTRIBUTORS.md
+++ b/CONTRIBUTORS.md
@@ -44,7 +44,7 @@ We recognize all types of contributions:
All contributors are recognized in:
- 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
- Community appreciation
@@ -54,7 +54,7 @@ All contributors are recognized in:
### 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
@@ -111,4 +111,4 @@ Every contribution, no matter how small, helps make Semantica better. Thank you
**Want to contribute?**
-โญ Give us a Star โข ๐ด [Fork us](https://github.com/Hawksight-AI/semantica/fork) โข Check out our [Contributing Guide](CONTRIBUTING.md) to get started!
+โญ Give us a Star โข ๐ด [Fork us](https://github.com/semantica-agi/semantica/fork) โข Check out our [Contributing Guide](CONTRIBUTING.md) to get started!
diff --git a/LICENSE b/LICENSE
index d0dbcb9a..c66f5086 100644
--- a/LICENSE
+++ b/LICENSE
@@ -1,6 +1,6 @@
MIT License
-Copyright (c) 2026 Hawksight AI
+Copyright (c) 2026 Semantica
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
diff --git a/README.md b/README.md
index a2646bde..1a0cca5b 100644
--- a/README.md
+++ b/README.md
@@ -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 โ every format attributes authorship to **Semantica**, not individual contributors.
+
+---
+
MIT License ยท Built by [Semantica](https://github.com/semantica-agi)
diff --git a/cookbook/advanced/01_Advanced_Extraction.ipynb b/cookbook/advanced/01_Advanced_Extraction.ipynb
index e4989da6..49113115 100644
--- a/cookbook/advanced/01_Advanced_Extraction.ipynb
+++ b/cookbook/advanced/01_Advanced_Extraction.ipynb
@@ -4,7 +4,7 @@
"cell_type": "markdown",
"metadata": {},
"source": [
- "[](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/advanced/01_Advanced_Extraction.ipynb)\n",
+ "[](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/advanced/01_Advanced_Extraction.ipynb)\n",
"\n",
"# Advanced Extraction\n",
"\n",
diff --git a/cookbook/advanced/03_Complete_Visualization_Suite.ipynb b/cookbook/advanced/03_Complete_Visualization_Suite.ipynb
index d081b2df..655e723a 100644
--- a/cookbook/advanced/03_Complete_Visualization_Suite.ipynb
+++ b/cookbook/advanced/03_Complete_Visualization_Suite.ipynb
@@ -4,7 +4,7 @@
"cell_type": "markdown",
"metadata": {},
"source": [
- "[](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/advanced/03_Complete_Visualization_Suite.ipynb)\n",
+ "[](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/advanced/03_Complete_Visualization_Suite.ipynb)\n",
"\n",
"# Complete Visualization Suite\n",
"\n",
diff --git a/cookbook/advanced/05_Multi_Format_Export.ipynb b/cookbook/advanced/05_Multi_Format_Export.ipynb
index 197ce788..306409c7 100644
--- a/cookbook/advanced/05_Multi_Format_Export.ipynb
+++ b/cookbook/advanced/05_Multi_Format_Export.ipynb
@@ -4,7 +4,7 @@
"cell_type": "markdown",
"metadata": {},
"source": [
- "[](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/advanced/05_Multi_Format_Export.ipynb)\n",
+ "[](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/advanced/05_Multi_Format_Export.ipynb)\n",
"\n",
"# Advanced Multi-Format Export\n",
"\n",
diff --git a/cookbook/advanced/08_Reasoning_and_Inference.ipynb b/cookbook/advanced/08_Reasoning_and_Inference.ipynb
index 2f86fe1c..5854f4bf 100644
--- a/cookbook/advanced/08_Reasoning_and_Inference.ipynb
+++ b/cookbook/advanced/08_Reasoning_and_Inference.ipynb
@@ -4,7 +4,7 @@
"cell_type": "markdown",
"metadata": {},
"source": [
- "[](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/advanced/08_Reasoning_and_Inference.ipynb)\n",
+ "[](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/advanced/08_Reasoning_and_Inference.ipynb)\n",
"\n",
"# Reasoning and Inference\n",
"\n",
diff --git a/cookbook/advanced/09_Semantic_Layer_Construction.ipynb b/cookbook/advanced/09_Semantic_Layer_Construction.ipynb
index d8c090c9..de1ecd78 100644
--- a/cookbook/advanced/09_Semantic_Layer_Construction.ipynb
+++ b/cookbook/advanced/09_Semantic_Layer_Construction.ipynb
@@ -4,7 +4,7 @@
"cell_type": "markdown",
"metadata": {},
"source": [
- "[](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/advanced/09_Semantic_Layer_Construction.ipynb)\n",
+ "[](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/advanced/09_Semantic_Layer_Construction.ipynb)\n",
"\n",
"# Semantic Layer Construction\n",
"\n",
diff --git a/cookbook/advanced/10_Temporal_Knowledge_Graphs.ipynb b/cookbook/advanced/10_Temporal_Knowledge_Graphs.ipynb
index 21597361..03843a60 100644
--- a/cookbook/advanced/10_Temporal_Knowledge_Graphs.ipynb
+++ b/cookbook/advanced/10_Temporal_Knowledge_Graphs.ipynb
@@ -4,7 +4,7 @@
"cell_type": "markdown",
"metadata": {},
"source": [
- "[](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/advanced/10_Temporal_Knowledge_Graphs.ipynb)\n",
+ "[](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/advanced/10_Temporal_Knowledge_Graphs.ipynb)\n",
"\n",
"# Deep Dive: Temporal Knowledge Graphs\n",
"\n",
diff --git a/cookbook/advanced/12_Unstructured_to_Ontology.ipynb b/cookbook/advanced/12_Unstructured_to_Ontology.ipynb
index f683c7e0..6eddba5b 100644
--- a/cookbook/advanced/12_Unstructured_to_Ontology.ipynb
+++ b/cookbook/advanced/12_Unstructured_to_Ontology.ipynb
@@ -4,7 +4,7 @@
"cell_type": "markdown",
"metadata": {},
"source": [
- "[](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/advanced/12_Unstructured_to_Ontology.ipynb)\n",
+ "[](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/advanced/12_Unstructured_to_Ontology.ipynb)\n",
"\n",
"# Unstructured Text to Ontology\n",
"\n",
diff --git a/cookbook/advanced/13_Manual_Ontology_Snowflake_Mapping.ipynb b/cookbook/advanced/13_Manual_Ontology_Snowflake_Mapping.ipynb
index 392cdc28..0647f3b9 100644
--- a/cookbook/advanced/13_Manual_Ontology_Snowflake_Mapping.ipynb
+++ b/cookbook/advanced/13_Manual_Ontology_Snowflake_Mapping.ipynb
@@ -18,7 +18,7 @@
"id": "cell-0",
"metadata": {},
"source": [
- "[](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/advanced/13_Manual_Ontology_Snowflake_Mapping.ipynb)\n",
+ "[](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/advanced/13_Manual_Ontology_Snowflake_Mapping.ipynb)\n",
"\n",
"# Manual Ontology + Snowflake Mapping\n",
"\n",
diff --git a/cookbook/advanced/14_Datalog_Style_Reasoning.ipynb b/cookbook/advanced/14_Datalog_Style_Reasoning.ipynb
index 5382c03e..2898f9d6 100644
--- a/cookbook/advanced/14_Datalog_Style_Reasoning.ipynb
+++ b/cookbook/advanced/14_Datalog_Style_Reasoning.ipynb
@@ -4,7 +4,7 @@
"cell_type": "markdown",
"metadata": {},
"source": [
- "[](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/advanced/14_Datalog_Style_Reasoning.ipynb)\n",
+ "[](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/advanced/14_Datalog_Style_Reasoning.ipynb)\n",
"\n",
"# Datalog-Style Reasoning\n",
"\n",
diff --git a/cookbook/advanced/Advanced_Vector_Store_and_Search.ipynb b/cookbook/advanced/Advanced_Vector_Store_and_Search.ipynb
index 1823a434..175736fe 100644
--- a/cookbook/advanced/Advanced_Vector_Store_and_Search.ipynb
+++ b/cookbook/advanced/Advanced_Vector_Store_and_Search.ipynb
@@ -4,7 +4,7 @@
"cell_type": "markdown",
"metadata": {},
"source": [
- "[](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/advanced/Advanced_Vector_Store_and_Search.ipynb)\n",
+ "[](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/advanced/Advanced_Vector_Store_and_Search.ipynb)\n",
"\n",
"# Advanced Vector Store - Made Easy\n",
"\n",
@@ -352,7 +352,7 @@
"- Build a multi-user application\n",
"- Explore the [introduction notebook](../introduction/13_Vector_Store.ipynb) for more basics\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)."
]
}
],
diff --git a/cookbook/introduction/01_Welcome_to_Semantica.ipynb b/cookbook/introduction/01_Welcome_to_Semantica.ipynb
index 05417881..21677088 100644
--- a/cookbook/introduction/01_Welcome_to_Semantica.ipynb
+++ b/cookbook/introduction/01_Welcome_to_Semantica.ipynb
@@ -4,7 +4,7 @@
"cell_type": "markdown",
"metadata": {},
"source": [
- "[](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/introduction/01_Welcome_to_Semantica.ipynb)\n",
+ "[](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/introduction/01_Welcome_to_Semantica.ipynb)\n",
"\n",
"Semantica is a **semantic intelligence and knowledge engineering framework**. It helps you:\n",
"\n",
diff --git a/cookbook/introduction/02_Data_Ingestion.ipynb b/cookbook/introduction/02_Data_Ingestion.ipynb
index f343a5a2..a8d9e5d6 100644
--- a/cookbook/introduction/02_Data_Ingestion.ipynb
+++ b/cookbook/introduction/02_Data_Ingestion.ipynb
@@ -4,7 +4,7 @@
"cell_type": "markdown",
"metadata": {},
"source": [
- "[](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/introduction/02_Data_Ingestion.ipynb)\n",
+ "[](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/introduction/02_Data_Ingestion.ipynb)\n",
"\n",
"# Data Ingestion - Comprehensive Guide\n",
"\n",
diff --git a/cookbook/introduction/03_Document_Parsing.ipynb b/cookbook/introduction/03_Document_Parsing.ipynb
index 639c076b..d7ed84c3 100644
--- a/cookbook/introduction/03_Document_Parsing.ipynb
+++ b/cookbook/introduction/03_Document_Parsing.ipynb
@@ -4,7 +4,7 @@
"cell_type": "markdown",
"metadata": {},
"source": [
- "[](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/introduction/04_Document_Parsing.ipynb)\n",
+ "[](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/introduction/04_Document_Parsing.ipynb)\n",
"\n",
"# Document Parsing\n",
"\n",
diff --git a/cookbook/introduction/04_Data_Normalization.ipynb b/cookbook/introduction/04_Data_Normalization.ipynb
index a4a668ee..f725bd9e 100644
--- a/cookbook/introduction/04_Data_Normalization.ipynb
+++ b/cookbook/introduction/04_Data_Normalization.ipynb
@@ -4,7 +4,7 @@
"cell_type": "markdown",
"metadata": {},
"source": [
- "[](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/introduction/05_Data_Normalization.ipynb)\n",
+ "[](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/introduction/05_Data_Normalization.ipynb)\n",
"\n",
"# Data Normalization\n",
"\n",
diff --git a/cookbook/introduction/05_Entity_Extraction.ipynb b/cookbook/introduction/05_Entity_Extraction.ipynb
index 4b78e19c..78cabe22 100644
--- a/cookbook/introduction/05_Entity_Extraction.ipynb
+++ b/cookbook/introduction/05_Entity_Extraction.ipynb
@@ -4,7 +4,7 @@
"cell_type": "markdown",
"metadata": {},
"source": [
- "[](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/introduction/05_Entity_Extraction.ipynb)\n",
+ "[](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/introduction/05_Entity_Extraction.ipynb)\n",
"\n",
"# Entity Extraction - Comprehensive Guide\n",
"\n",
@@ -622,7 +622,7 @@
"\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)."
]
}
],
diff --git a/cookbook/introduction/06_Relation_Extraction.ipynb b/cookbook/introduction/06_Relation_Extraction.ipynb
index e11566c6..8015f86f 100644
--- a/cookbook/introduction/06_Relation_Extraction.ipynb
+++ b/cookbook/introduction/06_Relation_Extraction.ipynb
@@ -4,7 +4,7 @@
"cell_type": "markdown",
"metadata": {},
"source": [
- "[](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/introduction/06_Relation_Extraction.ipynb)\n",
+ "[](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/introduction/06_Relation_Extraction.ipynb)\n",
"\n",
"# Relation Extraction - Comprehensive Guide\n",
"\n",
@@ -599,7 +599,7 @@
"\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)."
]
}
],
diff --git a/cookbook/introduction/07_Building_Knowledge_Graphs.ipynb b/cookbook/introduction/07_Building_Knowledge_Graphs.ipynb
index bd3c7ba2..4586c879 100644
--- a/cookbook/introduction/07_Building_Knowledge_Graphs.ipynb
+++ b/cookbook/introduction/07_Building_Knowledge_Graphs.ipynb
@@ -4,7 +4,7 @@
"cell_type": "markdown",
"metadata": {},
"source": [
- "[](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/introduction/08_Building_Knowledge_Graphs.ipynb)\n",
+ "[](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/introduction/08_Building_Knowledge_Graphs.ipynb)\n",
"\n",
"# Building Knowledge Graphs\n",
"\n",
diff --git a/cookbook/introduction/08_Your_First_Knowledge_Graph.ipynb b/cookbook/introduction/08_Your_First_Knowledge_Graph.ipynb
index fb6e1c2f..7f65a910 100644
--- a/cookbook/introduction/08_Your_First_Knowledge_Graph.ipynb
+++ b/cookbook/introduction/08_Your_First_Knowledge_Graph.ipynb
@@ -4,7 +4,7 @@
"cell_type": "markdown",
"metadata": {},
"source": [
- "[](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/introduction/09_Your_First_Knowledge_Graph.ipynb)\n",
+ "[](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/introduction/09_Your_First_Knowledge_Graph.ipynb)\n",
"\n",
"# ๐ Your First Knowledge Graph\n",
"\n",
diff --git a/cookbook/introduction/10_Graph_Analytics.ipynb b/cookbook/introduction/10_Graph_Analytics.ipynb
index f15ee443..327d4cea 100644
--- a/cookbook/introduction/10_Graph_Analytics.ipynb
+++ b/cookbook/introduction/10_Graph_Analytics.ipynb
@@ -4,7 +4,7 @@
"cell_type": "markdown",
"metadata": {},
"source": [
- "[](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/introduction/11_Graph_Analytics.ipynb)\n",
+ "[](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/introduction/11_Graph_Analytics.ipynb)\n",
"\n",
"# Graph Analytics\n",
"\n",
diff --git a/cookbook/introduction/11_Chunking_and_Splitting.ipynb b/cookbook/introduction/11_Chunking_and_Splitting.ipynb
index 9bb5cb3f..27101493 100644
--- a/cookbook/introduction/11_Chunking_and_Splitting.ipynb
+++ b/cookbook/introduction/11_Chunking_and_Splitting.ipynb
@@ -4,7 +4,7 @@
"cell_type": "markdown",
"metadata": {},
"source": [
- "[](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/introduction/11_Chunking_and_Splitting.ipynb)\n",
+ "[](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/introduction/11_Chunking_and_Splitting.ipynb)\n",
"\n",
"# Chunking and Splitting - Comprehensive Guide\n",
"\n",
@@ -817,7 +817,7 @@
"\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)."
]
}
],
diff --git a/cookbook/introduction/12_Embedding_Generation.ipynb b/cookbook/introduction/12_Embedding_Generation.ipynb
index b1ad1081..a17f81c2 100644
--- a/cookbook/introduction/12_Embedding_Generation.ipynb
+++ b/cookbook/introduction/12_Embedding_Generation.ipynb
@@ -4,7 +4,7 @@
"cell_type": "markdown",
"metadata": {},
"source": [
- "[](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/introduction/13_Embedding_Generation.ipynb)\n",
+ "[](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/introduction/13_Embedding_Generation.ipynb)\n",
"\n",
"# Embedding Generation\n",
"\n",
diff --git a/cookbook/introduction/13_Vector_Store.ipynb b/cookbook/introduction/13_Vector_Store.ipynb
index f2424104..32baeab3 100644
--- a/cookbook/introduction/13_Vector_Store.ipynb
+++ b/cookbook/introduction/13_Vector_Store.ipynb
@@ -4,7 +4,7 @@
"cell_type": "markdown",
"metadata": {},
"source": [
- "[](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/introduction/13_Vector_Store.ipynb)\n",
+ "[](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/introduction/13_Vector_Store.ipynb)\n",
"\n",
"# Vector Store - Comprehensive Guide\n",
"\n",
@@ -492,7 +492,7 @@
"\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)."
]
}
],
diff --git a/cookbook/introduction/14_Ontology.ipynb b/cookbook/introduction/14_Ontology.ipynb
index 3c112404..64bbee06 100644
--- a/cookbook/introduction/14_Ontology.ipynb
+++ b/cookbook/introduction/14_Ontology.ipynb
@@ -4,7 +4,7 @@
"cell_type": "markdown",
"metadata": {},
"source": [
- "[](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/introduction/14_Ontology.ipynb)\n",
+ "[](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/introduction/14_Ontology.ipynb)\n",
"\n",
"# Ontology Generation \n",
"\n",
diff --git a/cookbook/introduction/15_Export.ipynb b/cookbook/introduction/15_Export.ipynb
index 3d6a8c10..224c63ea 100644
--- a/cookbook/introduction/15_Export.ipynb
+++ b/cookbook/introduction/15_Export.ipynb
@@ -4,7 +4,7 @@
"cell_type": "markdown",
"metadata": {},
"source": [
- "[](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/introduction/15_Export.ipynb)\n",
+ "[](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/introduction/15_Export.ipynb)\n",
"\n",
"# Export Module - Comprehensive Guide\n",
"\n",
diff --git a/cookbook/introduction/16_Visualization.ipynb b/cookbook/introduction/16_Visualization.ipynb
index 05c55b61..754beef6 100644
--- a/cookbook/introduction/16_Visualization.ipynb
+++ b/cookbook/introduction/16_Visualization.ipynb
@@ -4,7 +4,7 @@
"cell_type": "markdown",
"metadata": {},
"source": [
- "[](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/introduction/17_Visualization.ipynb)\n",
+ "[](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/introduction/17_Visualization.ipynb)\n",
"\n",
"# Visualization\n",
"\n",
diff --git a/cookbook/introduction/18_Deduplication.ipynb b/cookbook/introduction/18_Deduplication.ipynb
index 087817a7..53e03683 100644
--- a/cookbook/introduction/18_Deduplication.ipynb
+++ b/cookbook/introduction/18_Deduplication.ipynb
@@ -4,7 +4,7 @@
"cell_type": "markdown",
"metadata": {},
"source": [
- "[](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/introduction/18_Deduplication.ipynb)\n",
+ "[](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/introduction/18_Deduplication.ipynb)\n",
"\n",
"# Deduplication in Semantica\n",
"\n",
diff --git a/cookbook/introduction/19_Context_Module.ipynb b/cookbook/introduction/19_Context_Module.ipynb
index 2bbe81ce..d2ec4cf4 100644
--- a/cookbook/introduction/19_Context_Module.ipynb
+++ b/cookbook/introduction/19_Context_Module.ipynb
@@ -5,7 +5,7 @@
"id": "c21e9c8d",
"metadata": {},
"source": [
- "[](https://colab.research.google.com/github/Hawksight-AI/semantica/blob/main/cookbook/introduction/19_Context_Module.ipynb)\n",
+ "[](https://colab.research.google.com/github/semantica-agi/semantica/blob/main/cookbook/introduction/19_Context_Module.ipynb)\n",
"\n",
"# Context Module โ Practical Guide\n",
"\n",
diff --git a/docs/citation.md b/docs/citation.md
index 45ac350b..b798677a 100644
--- a/docs/citation.md
+++ b/docs/citation.md
@@ -13,26 +13,25 @@ icon: "quote-left"
```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},
- version = {0.6.6},
- doi = {10.5281/zenodo.XXXXXXX}
+ title = {Semantica: Graph-Native Infrastructure for Context and Accountable AI Systems},
+ author = {Semantica},
+ year = {2026},
+ url = {https://github.com/semantica-agi/semantica},
+ doi = {10.5281/zenodo.XXXXXXX}
}
```
- 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
- 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.
- 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.
- 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
diff --git a/docs/cookbook.md b/docs/cookbook.md
index 443aae7c..d7a780bb 100644
--- a/docs/cookbook.md
+++ b/docs/cookbook.md
@@ -80,6 +80,6 @@ Deep dive into advanced features, customization, and complex workflows.
You can also run the cookbook using Docker:
```bash
- docker run -p 8888:8888 hawksight/semantica-cookbook
+ docker run -p 8888:8888 semantica/semantica-cookbook
```
diff --git a/docs/governance.md b/docs/governance.md
index 332cf5a2..e1df0508 100644
--- a/docs/governance.md
+++ b/docs/governance.md
@@ -4,12 +4,12 @@ description: "Project governance model: roles, decision process, release cadence
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
-- **Maintainers** โ Hawksight AI team: review and merge PRs, manage releases and code quality, set project direction and community standards.
+- **Maintainers** โ Semantica team: review and merge PRs, manage releases and code quality, set project direction and community standards.
- **Contributors** โ 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** โ Use Semantica, provide feedback, share use cases, and participate in GitHub Discussions and Discord.
diff --git a/docs/project-license.md b/docs/project-license.md
index b1fb31ef..220f0f44 100644
--- a/docs/project-license.md
+++ b/docs/project-license.md
@@ -12,7 +12,7 @@ icon: "file-contract"
```
MIT License
-Copyright (c) 2026 Hawksight AI
+Copyright (c) 2026 Semantica
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
diff --git a/plugins/.claude-plugin/README.md b/plugins/.claude-plugin/README.md
index 6fa56eef..c685a65b 100644
--- a/plugins/.claude-plugin/README.md
+++ b/plugins/.claude-plugin/README.md
@@ -53,7 +53,7 @@ plugins/
## Prerequisites
```bash
-git clone https://github.com/Hawksight-AI/semantica.git
+git clone https://github.com/semantica-agi/semantica.git
cd semantica
pip install semantica # Python 3.10+
```
diff --git a/plugins/.claude-plugin/marketplace.json b/plugins/.claude-plugin/marketplace.json
index cbe8b924..0afe6ddb 100644
--- a/plugins/.claude-plugin/marketplace.json
+++ b/plugins/.claude-plugin/marketplace.json
@@ -1,8 +1,8 @@
{
"name": "semantica-local",
"owner": {
- "name": "Hawksight AI",
- "url": "https://github.com/Hawksight-AI/semantica"
+ "name": "Semantica",
+ "url": "https://github.com/semantica-agi/semantica"
},
"plugins": [
{
diff --git a/plugins/.claude-plugin/plugin.json b/plugins/.claude-plugin/plugin.json
index fd5d35e7..8328e3a9 100644
--- a/plugins/.claude-plugin/plugin.json
+++ b/plugins/.claude-plugin/plugin.json
@@ -5,8 +5,8 @@
"author": {
"name": "Semantica Contributors"
},
- "homepage": "https://github.com/Hawksight-AI/semantica",
- "repository": "https://github.com/Hawksight-AI/semantica",
+ "homepage": "https://github.com/semantica-agi/semantica",
+ "repository": "https://github.com/semantica-agi/semantica",
"license": "MIT",
"keywords": [
"semantica",
diff --git a/plugins/.cline-plugin/plugin.json b/plugins/.cline-plugin/plugin.json
index 81c004c4..d4f09886 100644
--- a/plugins/.cline-plugin/plugin.json
+++ b/plugins/.cline-plugin/plugin.json
@@ -6,8 +6,8 @@
"author": {
"name": "Semantica Contributors"
},
- "homepage": "https://github.com/Hawksight-AI/semantica",
- "repository": "https://github.com/Hawksight-AI/semantica",
+ "homepage": "https://github.com/semantica-agi/semantica",
+ "repository": "https://github.com/semantica-agi/semantica",
"license": "MIT",
"keywords": [
"semantica",
diff --git a/plugins/.codex-plugin/plugin.json b/plugins/.codex-plugin/plugin.json
index c12d66c2..eac91fc6 100644
--- a/plugins/.codex-plugin/plugin.json
+++ b/plugins/.codex-plugin/plugin.json
@@ -5,8 +5,8 @@
"author": {
"name": "Semantica Contributors"
},
- "homepage": "https://github.com/Hawksight-AI/semantica",
- "repository": "https://github.com/Hawksight-AI/semantica",
+ "homepage": "https://github.com/semantica-agi/semantica",
+ "repository": "https://github.com/semantica-agi/semantica",
"license": "MIT",
"keywords": [
"semantica",
diff --git a/plugins/.continue-plugin/plugin.json b/plugins/.continue-plugin/plugin.json
index da93dc38..57d45e82 100644
--- a/plugins/.continue-plugin/plugin.json
+++ b/plugins/.continue-plugin/plugin.json
@@ -6,8 +6,8 @@
"author": {
"name": "Semantica Contributors"
},
- "homepage": "https://github.com/Hawksight-AI/semantica",
- "repository": "https://github.com/Hawksight-AI/semantica",
+ "homepage": "https://github.com/semantica-agi/semantica",
+ "repository": "https://github.com/semantica-agi/semantica",
"license": "MIT",
"keywords": [
"semantica",
diff --git a/plugins/.cursor-plugin/plugin.json b/plugins/.cursor-plugin/plugin.json
index 3b73366a..0a221866 100644
--- a/plugins/.cursor-plugin/plugin.json
+++ b/plugins/.cursor-plugin/plugin.json
@@ -6,8 +6,8 @@
"author": {
"name": "Semantica Contributors"
},
- "homepage": "https://github.com/Hawksight-AI/semantica",
- "repository": "https://github.com/Hawksight-AI/semantica",
+ "homepage": "https://github.com/semantica-agi/semantica",
+ "repository": "https://github.com/semantica-agi/semantica",
"license": "MIT",
"keywords": [
"semantica",
diff --git a/plugins/.openclaw-plugin/plugin.json b/plugins/.openclaw-plugin/plugin.json
index 0489b609..582145f5 100644
--- a/plugins/.openclaw-plugin/plugin.json
+++ b/plugins/.openclaw-plugin/plugin.json
@@ -6,8 +6,8 @@
"author": {
"name": "Semantica Contributors"
},
- "homepage": "https://github.com/Hawksight-AI/semantica",
- "repository": "https://github.com/Hawksight-AI/semantica",
+ "homepage": "https://github.com/semantica-agi/semantica",
+ "repository": "https://github.com/semantica-agi/semantica",
"license": "MIT",
"keywords": [
"semantica",
diff --git a/plugins/.vscode-plugin/plugin.json b/plugins/.vscode-plugin/plugin.json
index a39c097e..771df46d 100644
--- a/plugins/.vscode-plugin/plugin.json
+++ b/plugins/.vscode-plugin/plugin.json
@@ -6,8 +6,8 @@
"author": {
"name": "Semantica Contributors"
},
- "homepage": "https://github.com/Hawksight-AI/semantica",
- "repository": "https://github.com/Hawksight-AI/semantica",
+ "homepage": "https://github.com/semantica-agi/semantica",
+ "repository": "https://github.com/semantica-agi/semantica",
"license": "MIT",
"keywords": [
"semantica",
diff --git a/plugins/.windsurf-plugin/plugin.json b/plugins/.windsurf-plugin/plugin.json
index cbf45713..abb4831d 100644
--- a/plugins/.windsurf-plugin/plugin.json
+++ b/plugins/.windsurf-plugin/plugin.json
@@ -6,8 +6,8 @@
"author": {
"name": "Semantica Contributors"
},
- "homepage": "https://github.com/Hawksight-AI/semantica",
- "repository": "https://github.com/Hawksight-AI/semantica",
+ "homepage": "https://github.com/semantica-agi/semantica",
+ "repository": "https://github.com/semantica-agi/semantica",
"license": "MIT",
"keywords": [
"semantica",
diff --git a/semantica/change_management/change_management_usage.md b/semantica/change_management/change_management_usage.md
index 0b5c161d..d7dde3ae 100644
--- a/semantica/change_management/change_management_usage.md
+++ b/semantica/change_management/change_management_usage.md
@@ -1039,6 +1039,6 @@ manager = TemporalVersionManager(storage_path="large_data.db")
## Support
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
- Community: https://discord.gg/sV34vps5hH
diff --git a/tests/ingest/test_notebook_02.py b/tests/ingest/test_notebook_02.py
index 0cbb6a52..f99a8b37 100644
--- a/tests/ingest/test_notebook_02.py
+++ b/tests/ingest/test_notebook_02.py
@@ -157,7 +157,7 @@ class TestNotebook02DataIngestion:
repo_ingestor = RepoIngestor()
with patch.object(repo_ingestor, 'ingest_repository') as mock_ingest:
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'
def test_07_email_ingestion(self):