# Permanent memory to your AI agent

Semantica is a graph-native infrastructure that provides contextual data management for artificial intelligence systems. Large language models (LLM) organize data in a relational structure to produce more reliable and accountable results.

- ★ 2,398
- Python
- GitHub Trending · 2026-08-08

## Update
- August 8, 2026: Star 2,396 → 2,398, latest version v0.6.0 (July 21, 2026).

## What you get
- Makes decision processes traceable and auditable
- Converts data into a relational knowledge graph
- Provides transparent reporting in compliance with regulations

## Installation
**Install the library**

```
pip install semantica
```


## Running it
**Launching the control panel**

```
semantica
```


## If you don't write code
Transform my data into a structured knowledge graph using Semantica. Keep data in a relational structure to make my decision processes traceable, so I can transparently audit and report the reasons for the decisions my AI system makes.

## Related dictionary terms

## Links
- GitHub repository →
- Read in Turkish →

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Source: TreScout Discover · https://trescout.com/en/discover/semantica/