{
 "schema_version": 1,
 "generated": "2026-10-26",
 "repo": "memoket/memoket-kite",
 "name": "memoket-kite",
 "owner": "memoket",
 "slug": "memoket-memoket-kite",
 "github": "https://github.com/memoket/memoket-kite",
 "what": "KITE by Memoket is an open-source, vector-free Python library that turns conversations into dated facts filed under topics and answers questions with the source lines behind them.",
 "why": "219 stars, launched 75 days ago",
 "language": "Python",
 "requirements": [
  "Python with pip available",
  "An OpenAI API key, or an OpenAI-compatible provider with OPENAI_BASE_URL set",
  "Network access to download the demo_codebook.xml file from GitHub",
  "Conversation text you are allowed to store in a local memory file"
 ],
 "audience_note": "Python developers building AI agents or assistants that must remember changing facts about people, clients, or accounts and show where each answer came from.",
 "risk": "sensitive",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Software and DevOps",
 "url": "https://dedupedai.com/use-cases/memoket-memoket-kite/",
 "use_case_count": 3,
 "use_cases": [
  {
   "id": "memoket-memoket-kite--answer-current-account-owner-with-sources",
   "title": "Answer who owns a client account now, with sources",
   "best": true,
   "url": "https://dedupedai.com/use-cases/memoket-memoket-kite/answer-current-account-owner-with-sources/",
   "json": "https://dedupedai.com/use-cases/u/memoket-memoket-kite/answer-current-account-owner-with-sources.json"
  },
  {
   "id": "memoket-memoket-kite--flag-unanswerable-questions-instead-of-guessing",
   "title": "Stop assistants from guessing answers never stored",
   "best": false,
   "url": "https://dedupedai.com/use-cases/memoket-memoket-kite/flag-unanswerable-questions-instead-of-guessing/",
   "json": "https://dedupedai.com/use-cases/u/memoket-memoket-kite/flag-unanswerable-questions-instead-of-guessing.json"
  },
  {
   "id": "memoket-memoket-kite--reproduce-locomo-and-longmemeval-scores",
   "title": "Rerun the LoCoMo and LongMemEval benchmark scores",
   "best": false,
   "url": "https://dedupedai.com/use-cases/memoket-memoket-kite/reproduce-locomo-and-longmemeval-scores/",
   "json": "https://dedupedai.com/use-cases/u/memoket-memoket-kite/reproduce-locomo-and-longmemeval-scores.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."
}