deeplethe

    deeplethe/utopia

    World's first open-source enterprise world model.

    8.7K stars
    1.2K forks
    390 GitHub watchers
    Updated Nov 6, 2026
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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.

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    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.

    Excerpt from the deeplethe/utopia README on GitHub (Apache-2.0 license). © its authors.Read the full README on GitHub

    Daily snapshots

    Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots

    Oct 9: +30Oct 10: +34Oct 11: +16

    +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

    deeplethe/utopia compared with LLM repositories by stars, 7-day star growth, health score and last release
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    affaan-m/ECC300.8K+4.3K7540 days ago
    Graphify-Labs/graphify145.7K+3.8K75today
    deeplethe/utopia8.7K—6426 days ago
    Category median145.7K+4.4K75—

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