deeplethe/utopia
Utopia pitches a bitemporal knowledge graph as an enterprise memory layer that can revise and replay its own understanding.
The project says it ingests common document formats, web pages and RSS, then extracts entities and facts against an editable ontology. Facts keep validity intervals, evidence rows and prior versions, so corrections close old records instead of overwriting them. Reasoning is handled with temporal Datalog, with derivations and constraint conflicts traceable back to source text. The repo says Utopia is still at v0.1 and warns production users to pin versions and back up before upgrades. GitHub · LLM repos' note
The project says it ingests common document formats, web pages and RSS, then extracts entities and facts against an editable ontology. Facts keep validity intervals, evidence rows and prior versions, so corrections close old records instead of overwriting them. Reasoning is handled with temporal Datalog, with derivations and constraint conflicts traceable back to source text. The repo says Utopia is still at v0.1 and warns production users to pin versions and back up before upgrades. GitHub · LLM repos' note
score 4