robert-mcdermott

    robert-mcdermott/ai-knowledge-graph

    AI Powered Knowledge Graph Generator

    ai
    llm
    analytics
    artificial-intelligence
    knowledge-distillation
    knowledge-graph
    networkx
    pyvis
    Python
    Apache-2.0
    3.1K stars
    421 forks
    3.1K GitHub watchers
    Updated Nov 4, 2026
    View on GitHub

    Build with Backblaze B2

    SDKs, agent skills, IDE extensions, and reference pipelines from Backblaze Labs. All open source.

    Explore Backblaze Labs

    Loading star history...

    Where it stands

    Rank, growth pace and release cadence relative to everything GStars tracks.

    2 releases in the last 90 days, the latest 53 days ago, with 3 contributors on GitHub.

    Use Cases & Benefits

    • Generates interactive knowledge graphs by extracting subject-predicate-object triplets from unstructured text using large language models.
    • Combines AI-driven entity standardization and relationship inference to produce coherent, richly connected graphs beyond explicit text relationships.
    • Use for visualizing complex relationships in historical or technical documents to uncover hidden connections and insights.
    • Use for integrating multiple text sources into a unified knowledge graph with consistent entity naming and inferred links.
    • Use for developing AI-powered tools that require dynamic graph visualizations with community detection and centrality-based node sizing.

    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

    Watch-outs

    No watch-outs from GStars' checks.

    General guidance from repository metadata, not legal advice. How we score

    From the README

    This system takes an unstructured text document, and uses an LLM of your choice to extract knowledge in the form of Subject-Predicate-Object (SPO) triplets, and visualizes the relationships as an interactive knowledge graph. A demo of a knowlege graph created with this project can be found here: Industrial-Revolution Knowledge Graph

    Excerpt from the robert-mcdermott/ai-knowledge-graph 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

    Forks

    421+37

    Open issues

    8-5

    Compared with peers in AI

    Fastest-growing repositories GStars tracks in this cohort for the week of Nov 1, by 7-day star growth

    robert-mcdermott/ai-knowledge-graph compared with AI repositories by stars, 7-day star growth, health score and last release
    RepositoryStars+7dHealthLast release
    thedotmack/claude-mem113.6K+8.8K35today
    D4Vinci/Scrapling98.1K+6.9K651 day ago
    Leonxlnx/taste-skill110.7K+5.2K551 day ago
    calesthio/OpenMontage77.2K+4.2K40—
    heygen-com/hyperframes79.6K+4.1K45today
    robert-mcdermott/ai-knowledge-graph3.1K—2453 days ago
    Category median98.1K+5.2K45—

    Discover Repositories

    Search across tracked repositories by name or description