{
 "schema_version": 1,
 "generated": "2026-10-24",
 "repo": "TencentCloud/octop-memory",
 "name": "octop-memory",
 "owner": "TencentCloud",
 "slug": "tencentcloud-octop-memory",
 "github": "https://github.com/TencentCloud/octop-memory",
 "what": "Octop Memory is a Python library, CLI, and JSON-RPC bridge that gives LLM agents persistent, portable memory backed by SQLite or PostgreSQL.",
 "why": "77 stars, launched 30 days ago, picked up by one AI source we track",
 "language": "Python",
 "requirements": [
  "Python 3.12 or newer",
  "pip to install the octop-memory package",
  "A database path for local SQLite storage, or a PostgreSQL DSN for server deployments",
  "An injected LLMClient only if you want automated extraction, promotion, or page regeneration; manual storage and lexical recall work without a model"
 ],
 "audience_note": "Python developers building or configuring a personal assistant or custom agent who need preferences and project context to survive across sessions.",
 "risk": "none",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Personal productivity",
 "url": "https://dedupedai.com/use-cases/tencentcloud-octop-memory/",
 "use_case_count": 4,
 "use_cases": [
  {
   "id": "tencentcloud-octop-memory--persist-assistant-preferences-locally",
   "title": "Keep an assistant's preferences across sessions locally",
   "best": true,
   "url": "https://dedupedai.com/use-cases/tencentcloud-octop-memory/persist-assistant-preferences-locally/",
   "json": "https://dedupedai.com/use-cases/u/tencentcloud-octop-memory/persist-assistant-preferences-locally.json"
  },
  {
   "id": "tencentcloud-octop-memory--carry-agent-memory-between-hosts",
   "title": "Move accumulated agent memory to another host",
   "best": false,
   "url": "https://dedupedai.com/use-cases/tencentcloud-octop-memory/carry-agent-memory-between-hosts/",
   "json": "https://dedupedai.com/use-cases/u/tencentcloud-octop-memory/carry-agent-memory-between-hosts.json"
  },
  {
   "id": "tencentcloud-octop-memory--add-memory-to-a-python-agent",
   "title": "Add capture and recall to a custom Python agent",
   "best": false,
   "url": "https://dedupedai.com/use-cases/tencentcloud-octop-memory/add-memory-to-a-python-agent/",
   "json": "https://dedupedai.com/use-cases/u/tencentcloud-octop-memory/add-memory-to-a-python-agent.json"
  },
  {
   "id": "tencentcloud-octop-memory--serve-memory-to-other-language-agents",
   "title": "Expose memory to agents in other languages over JSON-RPC",
   "best": false,
   "url": "https://dedupedai.com/use-cases/tencentcloud-octop-memory/serve-memory-to-other-language-agents/",
   "json": "https://dedupedai.com/use-cases/u/tencentcloud-octop-memory/serve-memory-to-other-language-agents.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."
}