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Code Issues Packages Projects Releases Wiki Activity

feat: add 105 real-world context graph tests + update Discord link (#365)

Browse Source 
- Add tests/test_030_context_graph_realworld_extended.py (105 tests, 0 failed)
  - ContextGraph advanced methods: analyze_decision_influence,
    get_decision_insights, trace_decision_causality,
    enforce_decision_policy, find_precedents_by_scenario
  - Research paper citation KG (arXiv provenance: Transformer, BERT,
    GPT-3, GPT-4, LLaMA, PaLM — source URLs as entity provenance)
  - E-commerce KG with pricing / supply-chain causal decision chains
  - GraphBuilderWithProvenance with GitHub + arXiv web-sourced data
  - AlgorithmTrackerWithProvenance: all 10 methods incl. 9 domain-specific
    ones added in 0.3.0-alpha (track_cross_domain_similarity, etc.)
  - Parquet export: entities, relationships, full KG, all codecs (PR #343)
  - ArangoDB AQL export: INSERT content, custom collections (PR #342)
  - Deduplication v2: two-stage prefilter, phonetic blocking, hybrid_v2,
    budget limiting (PR #339); semantic rel dedup v2 (PR #340)
  - AgentMemory: store, retrieve, statistics, conversation history
  - Full E2E workflow: build → decisions → influence → export → dedup
  - Multi-domain precedent search (SEC EDGAR, AMA, M&A news sources)
  - Graph serialization round-trips (research, ecommerce, GitHub domains)
  - Incremental/delta processing simulation (PR #349)
  - All 190 tests (85 existing + 105 new) pass, 0 failed

- Fix Discord invite link — replace expiring links with permanent invite
  across all docs and GitHub files:
  Old: discord.gg/N7WmAuDH, discord.gg/ggb7vWeP
  New: discord.gg/sV34vps5hH (never-expire, unlimited invites)
  Files: README.md, CONTRIBUTING.md, CONTRIBUTORS.md, SUPPORT.md,
         .github/SUPPORT.md, docs/index.md, docs/getting-started.md,
         docs/CodeExamples.md, docs/reference/provenance.md,
         semantica/change_management/change_management_usage.md

Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
This commit is contained in:
Mohd Kaif
2026-03-10 00:00:44 +05:30
committed by GitHub
co-authored by Claude Sonnet 4.6
parent 8ffaf6001b
commit e8d0d7a2cf
11 changed files with 2131 additions and 21 deletions
Download Patch File Download Diff File Expand all files Collapse all files
.github/SUPPORT.md
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@@ -7,7 +7,7 @@ Check the [docs folder](https://github.com/Hawksight-AI/semantica/tree/main/docs
### 💬 Community Support
- **GitHub Discussions**: [Ask questions](https://github.com/Hawksight-AI/semantica/discussions)
- **Discord**: Join our [Discord server](https://discord.gg/ggb7vWeP) for real-time chat
- **Discord**: Join our [Discord server](https://discord.gg/sV34vps5hH) for real-time chat
### 💭 Discussions
Join the conversation on [GitHub Discussions](https://github.com/Hawksight-AI/semantica/discussions):
CONTRIBUTING.md
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@@ -2,9 +2,9 @@
Thank you for your interest in contributing! Every contribution, no matter how small, is valuable. 🎉
⭐ **Give us a Star** • 🍴 **[Fork Semantica](https://github.com/Hawksight-AI/semantica/fork)** • 💬 **Join our [Discord](https://discord.gg/N7WmAuDH)**
⭐ **Give us a Star** • 🍴 **[Fork Semantica](https://github.com/Hawksight-AI/semantica/fork)** • 💬 **Join our [Discord](https://discord.gg/sV34vps5hH)**
> **New to contributing?** Start with a [`good first issue`](https://github.com/Hawksight-AI/semantica/labels/good%20first%20issue) or join our [Discord](https://discord.gg/N7WmAuDH) community.
> **New to contributing?** Start with a [`good first issue`](https://github.com/Hawksight-AI/semantica/labels/good%20first%20issue) or join our [Discord](https://discord.gg/sV34vps5hH) community.
---
@@ -15,7 +15,7 @@ Thank you for your interest in contributing! Every contribution, no matter how s
3. Make your changes
4. Submit a pull request!
**Need help?** Join [Discord](https://discord.gg/N7WmAuDH) or [GitHub Discussions](https://github.com/Hawksight-AI/semantica/discussions)
**Need help?** Join [Discord](https://discord.gg/sV34vps5hH) or [GitHub Discussions](https://github.com/Hawksight-AI/semantica/discussions)
---
@@ -108,7 +108,7 @@ Thank you for your interest in contributing! Every contribution, no matter how s
**What:** Help others in the community
**Where:** [Discord](https://discord.gg/N7WmAuDH), [GitHub Discussions](https://github.com/Hawksight-AI/semantica/discussions)
**Where:** [Discord](https://discord.gg/sV34vps5hH), [GitHub Discussions](https://github.com/Hawksight-AI/semantica/discussions)
**Examples:** Answer questions, review PRs, share your projects
@@ -326,7 +326,7 @@ result = instance.method()
## 🆘 Getting Help
- 💬 [Discord](https://discord.gg/N7WmAuDH) - Real-time chat
- 💬 [Discord](https://discord.gg/sV34vps5hH) - Real-time chat
- 💭 [GitHub Discussions](https://github.com/Hawksight-AI/semantica/discussions) - Q&A
- 🐛 [GitHub Issues](https://github.com/Hawksight-AI/semantica/issues) - Bug reports
@@ -363,4 +363,4 @@ This project follows a [Code of Conduct](CODE_OF_CONDUCT.md). Be respectful and
Every contribution matters - whether it's a single line of code, a typo fix, a helpful answer, or a bug report. We appreciate you! 🙏
⭐ **Give us a Star** • 🍴 **[Fork Semantica](https://github.com/Hawksight-AI/semantica/fork)** • 💬 **Join our [Discord](https://discord.gg/N7WmAuDH)**
⭐ **Give us a Star** • 🍴 **[Fork Semantica](https://github.com/Hawksight-AI/semantica/fork)** • 💬 **Join our [Discord](https://discord.gg/sV34vps5hH)**
CONTRIBUTORS.md
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@@ -4,7 +4,7 @@ Thank you to all the people who have contributed to Semantica! 🎉
This project follows the [all-contributors](https://allcontributors.org) specification. Contributions of any kind are welcome!
⭐ **Give us a Star** • 🍴 **Fork us** • 💬 **Join our [Discord](https://discord.gg/N7WmAuDH)**
⭐ **Give us a Star** • 🍴 **Fork us** • 💬 **Join our [Discord](https://discord.gg/sV34vps5hH)**
---
README.md
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@@ -10,7 +10,7 @@
[![PyPI](https://img.shields.io/pypi/v/semantica.svg)](https://pypi.org/project/semantica/)
[![Total Downloads](https://static.pepy.tech/badge/semantica)](https://pepy.tech/project/semantica)
[![CI](https://github.com/Hawksight-AI/semantica/workflows/CI/badge.svg)](https://github.com/Hawksight-AI/semantica/actions)
[![Discord](https://img.shields.io/badge/Discord-Join%20Community-5865F2?logo=discord&logoColor=white)](https://discord.gg/N7WmAuDH)
[![Discord](https://img.shields.io/badge/Discord-Join%20Community-5865F2?logo=discord&logoColor=white)](https://discord.gg/sV34vps5hH)
[![X](https://img.shields.io/badge/X-Follow%20Semantica-black?logo=x&logoColor=white)](https://x.com/BuildSemantica)
### ⭐ Give us a Star • 🍴 Fork us • 💬 Join our Discord • 🐦 Follow on X
@@ -88,7 +88,7 @@ print(f"Found {len(similar_decisions)} similar decisions")
print(f"Compliance check: {compliance.get('compliant', False)}")
```
**[📖 Full Quick Start](#-quick-start)** • **[🍳 Cookbook Examples](#-semantica-cookbook)** • **[💬 Join Discord](https://discord.gg/N7WmAuDH)** • **[⭐ Star Us](https://github.com/Hawksight-AI/semantica)**
**[📖 Full Quick Start](#-quick-start)** • **[🍳 Cookbook Examples](#-semantica-cookbook)** • **[💬 Join Discord](https://discord.gg/sV34vps5hH)** • **[⭐ Star Us](https://github.com/Hawksight-AI/semantica)**
---
@@ -1283,7 +1283,7 @@ print(f"Found {len(results)} results")
| **Channel** | **Purpose** |
|:-----------:|:-----------|
| [**Discord**](https://discord.gg/N7WmAuDH) | Real-time help, showcases |
| [**Discord**](https://discord.gg/sV34vps5hH) | Real-time help, showcases |
| [**GitHub Discussions**](https://github.com/Hawksight-AI/semantica/discussions) | Q&A, feature requests |
### Learning Resources
@@ -1294,7 +1294,7 @@ print(f"Found {len(results)} results")
Enterprise support, professional services, and commercial licensing will be available in the future. For now, we offer community support through Discord and GitHub Discussions.
**Current Support:**
- **Community Support** - Free support via [Discord](https://discord.gg/N7WmAuDH) and [GitHub Discussions](https://github.com/Hawksight-AI/semantica/discussions)
- **Community Support** - Free support via [Discord](https://discord.gg/sV34vps5hH) and [GitHub Discussions](https://github.com/Hawksight-AI/semantica/discussions)
- **Bug Reports** - [GitHub Issues](https://github.com/Hawksight-AI/semantica/issues)
**Future Enterprise Offerings:**
@@ -1346,4 +1346,4 @@ Semantica is licensed under the **MIT License** - see the [LICENSE](https://gith
**Built by the Semantica Community**
[GitHub](https://github.com/Hawksight-AI/semantica) • [Discord](https://discord.gg/N7WmAuDH)
[GitHub](https://github.com/Hawksight-AI/semantica) • [Discord](https://discord.gg/sV34vps5hH)
SUPPORT.md
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@@ -27,7 +27,7 @@ Start with our comprehensive documentation:
**Best for**: Real-time chat and quick questions
- [Join Discord](https://discord.gg/N7WmAuDH)
- [Join Discord](https://discord.gg/sV34vps5hH)
#### GitHub Issues
docs/CodeExamples.md
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@@ -1018,7 +1018,7 @@ knowledge_graph.apply_resolutions(resolved_data)
### 💬 Community Support
- **💬 [Discord Community](https://discord.gg/N7WmAuDH)** - Real-time chat and support
- **💬 [Discord Community](https://discord.gg/sV34vps5hH)** - Real-time chat and support
- **🐙 [GitHub Discussions](https://github.com/semantica/semantica/discussions)** - Community Q&A
- **📧 [Mailing List](https://groups.google.com/g/semantica)** - Announcements and updates
- **🐦 [Twitter](https://twitter.com/semantica)** - Latest news and tips
@@ -1051,6 +1051,6 @@ This project is licensed under the MIT License - see the [LICENSE](https://githu
**🚀 Ready to transform your data into intelligent knowledge?**
[Get Started Now](https://semantica.readthedocs.io/quickstart/) • [View Examples](https://github.com/semantica/examples) • [Join Community](https://discord.gg/N7WmAuDH)
[Get Started Now](https://semantica.readthedocs.io/quickstart/) • [View Examples](https://github.com/semantica/examples) • [Join Community](https://discord.gg/sV34vps5hH)
</div>
docs/getting-started.md
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@@ -96,6 +96,6 @@ kg = GraphBuilder().build_graph(entities, relationships)
## Need Help?
- **[💬 Discord Community](https://discord.gg/N7WmAuDH)** - Get help from the community
- **[💬 Discord Community](https://discord.gg/sV34vps5hH)** - Get help from the community
- **[🐛 Issues](https://github.com/Hawksight-AI/semantica/issues)** - Report bugs or request features
- **[📖 Documentation](https://semantica.readthedocs.io/)** - Full documentation site
docs/index.md
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@@ -9,7 +9,7 @@
<a href="https://pypi.org/project/semantica/"><img src="https://img.shields.io/pypi/dm/semantica" alt="Monthly Downloads"></a>
<a href="https://pepy.tech/project/semantica"><img src="https://static.pepy.tech/badge/semantica" alt="Total Downloads"></a>
<a href="https://semantica.readthedocs.io/"><img src="https://img.shields.io/badge/docs-latest-brightgreen.svg" alt="Documentation"></a>
<a href="https://discord.gg/N7WmAuDH"><img src="https://img.shields.io/badge/Discord-Join%20Us-7289da?style=flat&logo=discord&logoColor=white" alt="Discord"></a>
<a href="https://discord.gg/sV34vps5hH"><img src="https://img.shields.io/badge/Discord-Join%20Us-7289da?style=flat&logo=discord&logoColor=white" alt="Discord"></a>
<p><strong>Open-Source Semantic Layer & Knowledge Engineering Framework</strong></p>
@@ -53,7 +53,7 @@ kg = GraphBuilder().build({"entities": entities, "relationships": []})
print(f"Built KG with {len(kg.get('entities', []))} entities")
```
**[📖 Full Quick Start](getting-started.md)** • **[🍳 Cookbook Examples](cookbook.md)** • **[💬 Join Discord](https://discord.gg/N7WmAuDH)** • **[⭐ Star Us](https://github.com/Hawksight-AI/semantica)**
**[📖 Full Quick Start](getting-started.md)** • **[🍳 Cookbook Examples](cookbook.md)** • **[💬 Join Discord](https://discord.gg/sV34vps5hH)** • **[⭐ Star Us](https://github.com/Hawksight-AI/semantica)**
---
docs/reference/provenance.md
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@@ -734,4 +734,4 @@ MIT License - See [LICENSE](../../LICENSE) for details.
## Support
For issues or questions, please open an issue on GitHub or join our [Discord](https://discord.gg/N7WmAuDH).
For issues or questions, please open an issue on GitHub or join our [Discord](https://discord.gg/sV34vps5hH).
semantica/change_management/change_management_usage.md
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@@ -1041,4 +1041,4 @@ manager = TemporalVersionManager(storage_path="large_data.db")
For questions or issues:
- GitHub Issues: https://github.com/Hawksight-AI/semantica/issues
- Documentation: https://semantica.readthedocs.io
- Community: https://discord.gg/N7WmAuDH
- Community: https://discord.gg/sV34vps5hH
tests/test_030_context_graph_realworld_extended.py
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