curl --request POST \
  --url 'http://localhost:8000/training' \
  --header 'Authorization: Bearer YOUR_API_KEY' \
  --header 'Content-Type: application/json' \
  --data '{
  "agent_config": {
    "enable_planning": false,
    "max_new_tokens": 256,
    "model_name": "gpt2",
    "temperature": 0.7
  },
  "environment_scenarios": [
    {
      "id": "customer_support",
      "topic": "support",
      "user_responses": [
        "I need help",
        "Thank you"
      ]
    }
  ],
  "num_episodes": 50,
  "profile": "balanced",
  "resume_from_checkpoint": "./outputs/checkpoint-100",
  "reward_config": {
    "helpfulness_weight": 0.7,
    "safety_weight": 0.3
  },
  "training_config_overrides": {
    "continual_strategy": "replay_lwf",
    "replay_ratio": 0.3
  }
}'

{
  "training_id": "string",
  "status": "string",
  "estimated_time": 1,
  "message": "string"
}