{
 "schema_version": 1,
 "generated": "2026-10-20",
 "repo": "libingzheren/Jev-Mem",
 "name": "Jev-Mem",
 "owner": "libingzheren",
 "slug": "libingzheren-jev-mem",
 "github": "https://github.com/libingzheren/Jev-Mem",
 "what": "Jev-Mem is a Python research codebase for agent memory, where a System-One controller manages memory writes and graph-based retrieval and a System-Two language model writes the final answer.",
 "why": "",
 "language": "Python",
 "requirements": [
  "Python 3.11 or newer and a terminal",
  "A local copy of the repository (the README assumes you run commands from the repository root)",
  "For live runs: a TypeSafe API key and an OpenAI API key, plus network access, since live runs may incur charges",
  "For benchmarks: the LoCoMo dataset placed at data/locomo10.json, obtained from its original distributor per the data setup guide"
 ],
 "audience_note": "Developers and researchers building or evaluating long-running AI agents who need persistent memory with traceable retrieval decisions.",
 "risk": "sensitive",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Software and DevOps",
 "url": "https://dedupedai.com/use-cases/libingzheren-jev-mem/",
 "use_case_count": 4,
 "use_cases": [
  {
   "id": "libingzheren-jev-mem--run-offline-memory-demo",
   "title": "Run the offline memory demo in under 15 minutes",
   "best": true,
   "url": "https://dedupedai.com/use-cases/libingzheren-jev-mem/run-offline-memory-demo/",
   "json": "https://dedupedai.com/use-cases/u/libingzheren-jev-mem/run-offline-memory-demo.json"
  },
  {
   "id": "libingzheren-jev-mem--build-memory-over-own-observations",
   "title": "Build and query Jev Mem over your own observations",
   "best": false,
   "url": "https://dedupedai.com/use-cases/libingzheren-jev-mem/build-memory-over-own-observations/",
   "json": "https://dedupedai.com/use-cases/u/libingzheren-jev-mem/build-memory-over-own-observations.json"
  },
  {
   "id": "libingzheren-jev-mem--run-memory-control-with-local-laya",
   "title": "Run Jev Mem memory decisions on a local Laya model",
   "best": false,
   "url": "https://dedupedai.com/use-cases/libingzheren-jev-mem/run-memory-control-with-local-laya/",
   "json": "https://dedupedai.com/use-cases/u/libingzheren-jev-mem/run-memory-control-with-local-laya.json"
  },
  {
   "id": "libingzheren-jev-mem--benchmark-controller-ablations-on-locomo",
   "title": "Compare full Jev Mem against ablated controllers on LoCoMo",
   "best": false,
   "url": "https://dedupedai.com/use-cases/libingzheren-jev-mem/benchmark-controller-ablations-on-locomo/",
   "json": "https://dedupedai.com/use-cases/u/libingzheren-jev-mem/benchmark-controller-ablations-on-locomo.json"
  }
 ],
 "disclaimer": "Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk."
}