deeplethe/utopia
World's first open-source enterprise world model.
Build with Backblaze B2
SDKs, agent skills, IDE extensions, and reference pipelines from Backblaze Labs. All open source.
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Where it stands
Rank, growth pace and release cadence relative to everything GStars tracks.
5 releases in the last 90 days, the latest 26 days ago, with 31 contributors on GitHub.
Use Cases & Benefits
- Implements an open-source enterprise world model with bitemporal knowledge graphs and ontology-driven knowledge governance in Rust.
- Enables time-aware, self-governing knowledge bases that evolve with material arrival, supporting conflict detection, reasoning, and decision auditing offline.
- Use for managing complex contract chains with historical amendments and retrieving terms valid at specific past dates.
- Use for tracking temporal changes in HR, finance, or research records to query who held roles or beliefs at given times.
- Use for integrating autonomous agents that query and update knowledge bases with typed, dated reads and proposal-based writes over MCP.
Should you depend on it?
License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.
License
Apache 2.0
Permissive: commercial use, modification and redistribution are allowed with attribution; includes an explicit patent grant from contributors.
Community files
- README: present
- Contributing guide: present
- Code of conduct: present
Watch-outs
No watch-outs from GStars' checks.
General guidance from repository metadata, not legal advice. How we score
From the README
The enterprise world model built by DeepLethe. It is the first open substrate for knowledge engineering that learns passively and governs itself. Where a knowledge graph or a vector store works to hold present knowledge, Utopia puts time awareness and ontology in the base layer: the knowledge system evolves as material arrives, and conflict detection, reasoning and decision making all run against that ontology. It deploys offline, so a company can stand up a knowledge foundation, a decision core its agents can trust, and a compliance audit trail on hardware it controls.
Please note: we would rather this project were not framed as an open-source take on Palantir. It is a different route to enterprise intelligence, built bottom up from knowledge governance to trustworthy decisions and simulation.
We gave it a somewhat romantic name, Utopia. Ptolemy's geocentric model was taken for truth for a very long time, then falsified step by step by Copernicus, Kepler, Galileo and Newton. Looking back, what we keep is not only that heliocentrism turned out to be right; it is how that history unfolded.
Daily snapshots
Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots
+523 stars over 30 days across 6 snapshot days; best day +34 on Oct 10.
Forks
1.2K+53
Open issues
78+40
Compared with peers in LLM
Fastest-growing repositories GStars tracks in this cohort for the week of Nov 8, by 7-day star growth
| Repository | Stars | +7d | Health | Last release |
|---|---|---|---|---|
| NVIDIA/auto-ontology | 11.4K | +8.5K | 75 | — |
| thedotmack/claude-mem | 115.8K | +4.7K | 75 | today |
| DietrichGebert/ponytail | 188.4K | +4.4K | 75 | 12 days ago |
| affaan-m/ECC | 300.8K | +4.3K | 75 | 40 days ago |
| Graphify-Labs/graphify | 145.7K | +3.8K | 75 | today |
| deeplethe/utopia | 8.7K | — | 64 | 26 days ago |
| Category median | 145.7K | +4.4K | 75 | — |
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