{
  "id": "lib-process:ai-agents-conversational--conversational-memory-system",
  "_kind": "LibraryProcess",
  "_file": "generated-library/processes.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "conversational-memory-system",
    "description": "Conversational Memory System Implementation - Process for implementing memory systems for conversational agents\nincluding short-term (conversation buffer), long-term (persistent storage), and semantic memory (vector-based retrieval).",
    "libraryPath": "library/specializations/ai-agents-conversational/conversational-memory-system.js",
    "specialization": "ai-agents-conversational",
    "references": [
      "- LangChain Memory: https://python.langchain.com/docs/modules/memory/\n- Zep: https://docs.getzep.com/\n- MemGPT: https://memgpt.readme.io/"
    ],
    "example": "const result = await orchestrate('specializations/ai-agents-conversational/conversational-memory-system', {\n  systemName: 'chatbot-memory',\n  memoryTypes: ['short-term', 'long-term', 'semantic'],\n  storageBackend: 'redis'\n});",
    "usesAgents": [
      "memory-architect",
      "persistence-developer",
      "retrieval-developer",
      "integration-developer"
    ],
    "usesSkills": [
      "conversation-buffer",
      "semantic-memory-index"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-process:ai-agents-conversational--conversational-memory-system",
      "to": "domain:software-engineering",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:ai-agents-conversational--conversational-memory-system",
      "to": "workflow:agent-evaluation-cycle",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:ai-agents-conversational--conversational-memory-system",
      "to": "specialization:ai-agents-conversational",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-process:ai-agents-conversational--conversational-memory-system",
      "to": "lib-agent:ai-agents-conversational--memory-architect",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    }
  ],
  "incomingEdges": []
}