World's first open-source enterprise world model.
A collection of research on knowledge graphs
We build KGs the way nature builds matter
Archive of Temporal Knowledge Reasoning in Social Network and Knowledge Graph
DreamGraph is a graph-governed conceptual development environment (CDE) that turns plans, architecture decisions, and project knowledge into auditable execution through a persistent cognitive graph.
Some papers on Temporal Knowledge Graph Embedding and Reasoning
[WSDM 2022] EvoKG: Jointly Modeling Event Time and Network Structure for Reasoning over Temporal Knowledge Graphs
[NeurIPS 2023] TFLEX: Temporal Feature-Logic Embedding Framework for Complex Reasoning over Temporal Knowledge Graph
The official repo of TimeLlama, an instruction-finetuned Llama2 series that improve complex temporal reasoning ability.
[WWW 2023] The source code of "Learning Long- and Short-term Representations for Temporal Knowledge Graph Reasoning"
Along the Time: Timeline-traced Embedding for Temporal Knowledge Graph Completion
Agentic memory infra for AI agents
Temporal Attribute Prediction via Joint Modeling of Multi-Relational Structure Evolution
ChronoKGE - A knowledge graph embedding framework for time-focused representation learning (RepL4NLP @ ACL 2022)
AKGR: Awesome Knowledge Graph Reasoning is a collection of knowledge graph reasoning works, including papers, codes and datasets
CLI + MCP for agent context: a task layer over TickTick, Notion, GitHub, Obsidian & more (RRF retrieval, provenance, reviewed writes, undo) plus a knowledge-graph layer — ats kg: facts from any source, human-ratified. Recommended engines: Graphiti (server), LadybugDB (embedded).
Build persistent AI domain experts from bounded, auditable research. Durable beliefs, confidence, contradictions, provenance, and cost guardrails.
Thin Rust knowledge-graph service over LadybugDB. Logical successor to the Python graphiti fork.
RoMem: Continuous Phase Rotation for Temporal Knowledge Graphs and Agentic Memory (EMNLP 2026 Main)
EMNLP 2018: HyTE: Hyperplane-based Temporally aware Knowledge Graph Embedding
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