semantica: Build Trustworthy AI with Graph‑Native Context
From the repo · “Graph-Native Infrastructure for Context and Accountable AI Systems”
Semantica provides a graph-native infrastructure for building context-aware and accountable AI systems, enabling founders to create more transparent and explainable AI models
- •When you need to build AI systems that can provide clear explanations for their decisions
- •When you're working with complex, graph-structured data and need to integrate it with your AI models
- •When you want to create AI systems that can adapt to changing contexts and environments
python -m semantica.core.server --graph-name my_graph --agent-name my_agent
Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.
Expect 20–40 minutes in a terminal — or let your AI agent drive it.
mkdir -p ~/.claude/skills/semantica && curl -fsSL https://workflowstacks.com/api/skills/semantica/claude-skill -o ~/.claude/skills/semantica/SKILL.mdOpens the app with this repo with the prompt ready to go — no copy-paste needed.
Semantica: Build Trustworthy AI with Graph‑Native Context is a very large Python project (~230k lines across 511 code files, plus 398 test files). It is a full software project: use it through its install path rather than reading it end to end. Last commit this month, MIT license, has a test suite.
- 1README.mdStart here — what it does and how to install it
- 2semantica/cli.pyWhere the program starts running
- 3pyproject.tomlDependencies and the commands it exposes
- 4semantica/__init__.pyInside semantica/ — the main logic begins here
- 5cookbook/advanced/01_Advanced_Extraction.ipynbA worked example — copy this to get going
Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.
Expect 20–40 minutes in a terminal — or let your AI agent drive it.
mkdir -p ~/.claude/skills/semantica && curl -fsSL https://workflowstacks.com/api/skills/semantica/claude-skill -o ~/.claude/skills/semantica/SKILL.mdOpens the app with this repo with the prompt ready to go — no copy-paste needed.
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Do this with a working workflow
Pages we wrote and tested that put a skill like this to work — importable n8n templates, outcome guides and Claude Desktop configs.
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