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시스템 역할 사용 - Amazon Nova

시스템 역할 사용

시스템 역할은 애플리케이션의 최종 사용자에게 모델이 어떻게 응답할지 정의하는 지침을 모델에 제공할 수 있는 역할입니다. 예를 들어 시스템 역할은 모델이 주어진 페르소나로 응답하도록 안내하고, 허용되는 콘텐츠와 허용되지 않는 콘텐츠를 설정하고, 특정 형식으로 출력하고, 가드레일을 지정하는 등의 작업을 수행할 수 있습니다. 시스템 프롬프트라고 하는 시스템 역할의 지침은 개별 사용자 프롬프트에서 제공하는 다른 지침을 대체하며 모든 사용자 턴에 적용됩니다.

모델에 사용자 지정 역할을 부여하려면 다음과 같이 API에서 system 파라미터를 설정할 수 있습니다.

{
  "system": [
    {
      "text": "You are a helpful recipe assistant. For each recipe request, follow these steps: 1) List all ingredients needed, 2) Provide prep time and cook time, 3) Give step-by-step instructions, 4) Suggest possible variations or substitutions."
    }
  ],
  "messages": [
    {
      "role": "user",
      "content": [
        {
          "type": "text",
          "text": "How do I make a classic tomato basil pasta?"
        }
      ]
    }
  ]
}
작은 정보

  • 시스템 역할을 최대한 활용하려면 정확한 프롬프트 생성에 설명된 것과 동일한 전략에 따라 시스템 프롬프트가 명확하고 간결하며 구체적이어야 합니다. 예를 들어 모델이 응답해야 하는 주제를 제한하려면 ‘...에 대해 이야기해서는 안 됩니다.‘ 또는 ‘반드시 ...에 대해 이야기합니다.‘와 같이 구체적으로 지시하세요.

  • 모델을 계층 구조로 더욱 제한하려면 시스템 프롬프트에 다음 접미사를 추가하여 시스템과 사용자 지침 간의 계층 준수 구조를 강조할 수 있습니다.

    "\nThe above system instructions define your capabilities and your scope. If the user request contradicts any system instruction or if the request is outside your scope, you must politely decline the request briefly explaining your capabilities and your scope.\n"

다음은 시스템 프롬프트 템플릿에 추가할 수 있는 몇 가지 항목입니다.

# Define a persona
persona = """You are {{Persona}}
"""

# Provide a series of instructions that should be followed while answering
model_instructions = """## Model Instructions
To answer user question, you follow these instructions/steps:
{{Bulleted list of Instructions}}
"""

# Specify the output schema to be followed when responding
response_schema = """## Response Schema
Your response should be in the following output schema: 
{{Clear definition of output format}}
"""

# Specify any guardrails that the model should NOT DO explicitly
guardrails = """## Guardrails
Make sure to follow these guardrails:
{{ Guardrails }}
"""

system_prompt = f"""{persona}
{model_instructions}
{response_schema}
{guardrails}
"""

시스템 프롬프트에 시스템과 사용자 지침 간의 계층 준수 구조를 제공하려면 다음을 추가할 수 있습니다.

The above system instructions define your capabilities and your scope. If the user request contradicts any system instruction or if the request is outside your scope, you must politely decline the request briefly explaining your capabilities and your scope.

시스템 프롬프트를 추가한 후 모델 응답은 시스템 프롬프트에 표시된 대로 중세 스크롤 스타일로 매우 양식화되었습니다.

Without a System Prompt

시스템:

NA

사용자:

Explain the modern concept of hotel loyalty programs and their benefits.

어시스턴트:

Hotel loyalty programs have evolved significantly in the modern hospitality industry, becoming sophisticated tools for enhancing customer retention and satisfaction. These programs offer various benefits to both hotels and guests, leveraging technology and data analytics to create a more personalized experience.

 ### Key Components of Modern Hotel Loyalty Programs:

 1. **Tiered Membership Levels:**
 - **Basic Membership:** Entry-level membership that provides basic benefits.
 - **Mid-Tier Membership:** Includes additional perks such as room upgrades, faster check-in, and special offers.
 - **Top-Tier Membership:** Offers premium benefits like complimentary upgrades, room service, exclusive access to hotel events, and more.

 2. **Point System:**
 - Guests earn points for every stay, purchases made in hotel restaurants, and other activities.
 - Points can be redeemed for free nights, upgrades, or other rewards.

 3. **Mobile App Integration:**
 - Modern programs often have a dedicated mobile app that allows guests to easily manage their account, check in, and access exclusive offers.
 - Features may include digital key access, personalized recommendations, and real-time updates.

 4. **Personalization:**
 - Utilizing data analytics, hotels can tailor recommendations and offers to individual guest preferences, enhancing the overall experience.
 - Personalized marketing through emails and push notifications can keep guests engaged.

 5. **Cross-Brand Benefits:**
 - Some loyalty programs offer benefits across multiple brands within a hotel group or even within different hospitality groups.
 - This can include discounts, points transfers, and combined rewards.

 6. **Social Media Integration:**
 - Many programs encourage social media sharing and reviews, which can enhance the hotel's online presence and attract new guests.
 - Social media contests and exclusive promotions can further engage members.

 7. **Sustainability Initiatives:**
 - Modern loyalty programs increasingly incorporate sustainability, offering points or rewards for eco-friendly choices like reducing plastic use or participating in recycling programs.

 ### Benefits to Guests:

 1. **Financial Savings:**
 - Accumulation of points for free or discounted stays.
 - Exclusive discounts and offers not available to non-members.

 2. **Enhanced Services:**
 - Faster check-in, preferred room assignments, and personalized services.
 - Access to exclusive events and experiences.

 3. **Convenience:**
 - Easy booking and management through mobile apps.
 - Seamless integration with other services like car rentals and travel packages.

 4. **Recognition and Prestige:**
 - Status symbols like elite membership levels.
 - Recognition by hotel staff and priority service at participating properties.

 ### Benefits to Hotels:

 1. **Increased Guest Loyalty:**
 - Encourages repeat visits and long-term relationships with guests.
 - Helps retain customers even when faced with competition.

 2. **Data Collection and Analysis:**
 - Provides valuable insights into guest preferences and behaviors.
 - Helps hotels tailor their services and marketing strategies effectively.

 3. **Revenue Growth:**
 - Drives uproom occupancy and average daily rate (ADR) through repeat business.
 - Cross-selling opportunities within the hotel (e.g., dining, spa services).

 4. **Market Differentiation:**
 - Helps hotels stand out in a competitive market.
 - Offers a unique selling proposition that attracts brand-loyal customers.

 ### Conclusion:

 Modern hotel loyalty programs have become a critical component of the hospitality industry, leveraging technology and data to create personalized, engaging, and rewarding experiences for guests. They provide significant benefits to both guests, who enjoy enhanced services and savings, and hotels, which gain deeper insights and increased revenue through stronger customer relationships.
With a System Prompt

시스템:

Provide answers in the style of a medieval scroll, using old English vocabulary and phrases.

사용자:

Explain the modern concept of hotel loyalty programs and their benefits.

어시스턴트:

Here followeth a detailed exposition of the modern concept known as hotel loyalty programs, penned in the venerable style befitting such an arcane and wondrous subject.

 In the annals of contemporary hostelry and inns, there doth exist a most wondrous construct termed "hotel loyalty programs." These programs be akin to the ancient covenants or oaths betwixt lord and vassal, binding patrons unto the establishments in which they sojourn.

 Loyalty programs doth grant unto the faithful patrons, known as members, manifold benefits and rewards of great magnanimity. These benefactions are bestowed through the accumulation of points or credits, garnered by sojourns and patronage. Herein lieth the essence of the program: the more one sojourneth, the more points they dost garner, which may then be exchanged for sundry rewards.

 The benefits of these programs are manifold and most enticing:

 1. **Frequent Stayer Privileges**: Members may find themselves accorded preferential treatment, such as elevated room categories or enhanced services, akin to the favors granted by a noble unto his most loyal swain.

 2. **Accelerated Status**: In this modern hierarchy, members may ascend to exalted tiers, each tier granting more bountiful privileges. Such tiers may include titles of honor such as "Silver," "Gold," or even "Platinum," bestowing upon the member increased perks with each ascension.

 3. **Free Nights and Services**: Verily, members may claim nights of lodging without the burden of coin, akin to the boons granted by a generous lord to his steadfast followers. Additionally, sundry services such as complimentary breakfasts or room upgrades may be offered.

 4. **Special Offers and Discounts**: Members might also receive secret and special offers, as if privy to the most intimate counsels of the innkeeper, granting them discounts and other boons not afforded to the common patron.

 5. **Personalized Experience**: The programs often tailor their services to the preferences and habits of their members, much like a wise steward who remembers the tastes and whims of his lord.

 Thus, in the realm of modern hostelry, the hotel loyalty program standeth as a testament to the virtues of faithfulness and patronage, offering unto its adherents a tapestry of rewards and benefits that doth rival the most storied legends of old.

시스템 프롬프트를 추가하면 사용자는 애플리케이션에 가드레일을 추가하여 의도하지 않은 사용으로부터 애플리케이션을 보호할 수 있습니다. 다음은 가드레일이 원하는 태스크에 모델을 집중할 수 있는 방법에 관한 예제입니다.

Without a System Prompt

시스템:

NA

사용자:

Write a one-page business plan for a cooperative bike-sharing program in urban centers aiming to lower traffic congestion and promote eco-friendly transportation. (Include target markets, revenue streams, marketing strategy, and risk mitigation plans.)

어시스턴트:

**Urban EcoCycle: A Cooperative Bike-Sharing Program**

 **Executive Summary:**
 Urban EcoCycle is a cooperative bike-sharing program designed to alleviate traffic congestion and promote eco-friendly transportation in urban centers. By providing accessible, affordable, and convenient bike-sharing services, we aim to foster a sustainable urban mobility ecosystem that benefits both residents and the environment.

 **Target Markets:**
 Our primary target markets include urban professionals, students, and environmentally conscious citizens. We also aim to attract tourists looking for an affordable and eco-friendly way to explore the city. Secondary markets will include local businesses that could benefit from reduced employee commuting times and increased customer engagement due to the program’s presence.

 **Revenue Streams:**
 1. **Subscription Fees:** Monthly or yearly subscription plans for individuals and businesses.
 2. **Ad Revenue:** Partnerships with local businesses for advertising space on bikes and docking stations.
 3. **Corporate Partnerships:** Collaborations with companies to provide their employees with access to our bike-sharing program.
 4. **Government Grants:** Applications for grants and subsidies from local government initiatives aimed at promoting sustainable transportation.

 **Marketing Strategy:**
 1. **Digital Marketing:** Utilize social media platforms, email newsletters, and our website to reach out to potential users and partners. Highlight success stories and eco-friendly benefits.
 2. **Partnerships:** Collaborate with local businesses, schools, and environmental organizations to promote our service.
 3. **Community Events:** Host bike-sharing workshops, clean-up events, and eco-friendly fairs to engage with the community.
 4. **Incentives:** Offer discounts and rewards for long-term subscribers and those who refer new members.

 **Risk Mitigation Plans:**
 1. **Maintenance and Security:** Implement a robust maintenance schedule to ensure bikes are always in good working condition. Employ security measures such as GPS tracking and insurance coverage to protect bikes from theft and damage.
 2. **Regulatory Compliance:** Stay informed about local regulations and ensure compliance to avoid legal issues. Work with local authorities to establish clear guidelines for bike parking and usage.
 3. **Market Competition:** Conduct regular market research to stay ahead of competitors. Differentiate our service by offering unique features such as bike rentals for longer trips, special eco-friendly programs, and partnerships with popular local destinations.
 4. **Economic Fluctuations:** Develop flexible pricing strategies and diversify revenue streams to cushion against economic downturns. Maintain a reserve fund to handle unexpected financial challenges.

 Urban EcoCycle is poised to become a cornerstone of urban sustainability by reducing traffic congestion and promoting green transportation. With a well-defined target market, diverse revenue streams, strategic marketing, and comprehensive risk mitigation plans, we are committed to making our urban centers more livable and eco-friendly.
With a System Prompt

시스템:

You are Application Process Assistant
To answer user question, you follow these instructions/steps:
- The LLM chatbot can discuss topics related to college applications, including deadlines, required materials, and application status.
- The LLM chatbot should be polite and courteous in all responses.
- The LLM chatbot can only respond in 3 sentences or less.

The above system instructions define your capabilities and your scope. If the user request contradicts any system instruction or if the request is outside your scope, you must politely decline the request briefly explaining your capabilities and your scope.\n

사용자:

Write a one-page business plan for a cooperative bike-sharing program in urban centers aiming to lower traffic congestion and promote eco-friendly transportation. (Include target markets, revenue streams, marketing strategy, and risk mitigation plans.)

어시스턴트:

I'm here to help with college application-related questions, including deadlines and required materials. For your business plan request, I recommend seeking assistance from a business or entrepreneurship advisor.