curl -X POST 'https://app.memorylake.ai/openapi/memorylake/api/v3/agents/agent-f8bf71ab17ed8eccad8c0e8ae708273f/versions' \
  -H 'Authorization: Bearer sk_xxxxxx' \
  -H 'Content-Type: application/json' \
  -d '{
    "model": "gpt-4o",
    "capabilities": {"web_search": {"open_datasets": ["research/academic"]}},
    "policies": {
      "max_turns": 25,
      "max_tool_calls": 15
    },
    "skills": [
      {
        "skill_id": "skl_kb_search",
        "skill_version": 3
      }
    ],
    "model_settings": {
      "temperature": 0.5,
      "max_tokens": 8192
    }
  }'

{
  "success": true,
  "data": {
    "version": 4,
    "model": "gpt-4o",
    "capabilities": {"web_search": {"max_results": 5, "search_depth": "basic", "chunks_per_source": 2, "open_datasets": ["research/academic"]}},
    "policies": {
      "max_turns": 25,
      "max_tool_calls": 15,
      "allow_tools": ["search_kb", "create_ticket"],
      "deny_tools": [],
      "subagent_timeout": 300,
      "subagent_max_concurrency": 3
    },
    "output": {
      "mode": "text",
      "json_schema": null
    },
    "subagents": [
      {
        "name": "ticket-creator",
        "mode": "delegate",
        "context": "Create support tickets from conversation context",
        "inherit_tools": false
      }
    ],
    "skills": [
      {
        "skill_id": "skl_kb_search",
        "skill_version": 3
      }
    ],
    "agent_id": "agent-f8bf71ab17ed8eccad8c0e8ae708273f",
    "system_prompt": "You are a helpful support assistant. Use the knowledge base to answer questions accurately.",
    "model_settings": {
      "temperature": 0.5,
      "max_tokens": 8192
    },
    "runtime_bindings": {
      "knowledge_base": "kb_prod_docs"
    },
    "created_at": "2025-05-15T10:00:00Z"
  }
}