Terjemahan disediakan oleh mesin penerjemah. Jika konten terjemahan yang diberikan bertentangan dengan versi bahasa Inggris aslinya, utamakan versi bahasa Inggris.
Berikan contoh (beberapa bidikan yang diminta)
Dengan menyertakan beberapa contoh tugas Anda dalam prompt, Anda dapat membuat templat terstruktur untuk diikuti Amazon Nova 2. Ini mengurangi ambiguitas dan meningkatkan akurasi dan kualitas output. Teknik memberikan contoh yang jelas untuk membuat respons model lebih selaras dengan hasil yang diinginkan disebut prompt few-shot.
Konsep petunjuk beberapa tembakan adalah untuk memberikan model bahasa dengan beberapa contoh tugas, bersama dengan format input dan output, dan kemudian memintanya untuk menghasilkan output untuk input baru berdasarkan contoh yang diberikan. Metode ini juga membantu dalam mengklarifikasi instruksi atau tugas yang kompleks, sehingga memudahkan Amazon Nova 2 untuk memahami dan menafsirkan apa yang diminta.
Cara menambahkan contoh ke bantuan prompt:
Menambahkan contoh dapat membantu model memproduksi
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Respons konsisten yang seragam dengan gaya contoh
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Respons kinerja karena mengurangi kemungkinan salah menafsirkan instruksi, dan meminimalkan halusinasi
Jumlah peningkatan kinerja model menggunakan beberapa bidikan yang diminta akan bergantung pada kualitas dan keragaman contoh yang Anda pilih. Item berikut menunjukkan karakteristik bidikan yang baik dalam prompt:
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Pilih contoh yang beragam: Contoh yang dipilih harus mewakili distribusi yang Anda harapkan input/output dalam hal keragaman (mulai dari kasus penggunaan umum hingga kasus tepi) untuk mencakup kasus penggunaan yang relevan secara memadai. Penting untuk menghindari bias dalam contoh Anda, karena bias dalam input dapat menyebabkan output menjadi bias juga.
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Tingkat kompleksitas kecocokan: Kompleksitas contoh yang diberikan harus selaras dengan tugas atau skenario target. Penting untuk memastikan tingkat kompleksitas dipetakan antara input yang diharapkan dan contoh yang dipilih dalam prompt.
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Pastikan relevansi: Contoh yang dipilih harus secara langsung relevan dengan masalah atau tujuan yang dihadapi. Ini memastikan konsistensi dan keseragaman dalam tanggapan.
Jika saran di atas tidak berhasil, kami sarankan Anda membuat sistem berbasis RAG yang menambah prompt dengan pemilihan bidikan dinamis berdasarkan kesamaan antara kueri masukan pengguna dan kumpulan bidikan yang tersedia.
Di sini, pengguna Anda mencoba mengklasifikasikan tiket dukungan pelanggan yang masuk ke dalam kategori yang telah ditentukan. Anda dapat memberikan model Amazon Nova 2 dengan beberapa contoh tiket yang diklasifikasikan dengan benar untuk meningkatkan pemahamannya tentang kategori dan bahasa yang digunakan dalam tiket. Exemplar exampless harus ringkas dan mewakili semua tugas yang ditargetkan dalam aplikasi Anda. Jika ada nama bidang tertentu yang berarti untuk tugas, seperti Ticket atau Category dalam contoh ini, pengguna Anda dapat menggunakan bidang tersebut secara langsung diikuti oleh titik dua":".
- 0-shot prompt
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Pengguna:
Please classify the following customer support tickets into one of the categories: "Technical Issue," "Billing Inquiry," or "General Inquiry."
Ticket: "Can you explain why my latest bill is higher than usual? I haven't changed my plan."
Asisten:
The customer support ticket should be classified as a "Billing Inquiry."
Here’s the reasoning:
- The customer is asking about the reason for a change in their latest bill amount.
- The context revolves around billing and payment, which falls under the category of "Billing Inquiry."
- 3-shot prompt
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Pengguna:
Please classify the following customer support tickets into one of the categories: "Technical Issue," "Billing Inquiry," or "General Inquiry."
Use these examples to guide your classification:
Ticket: "I can't log in to my account. The system keeps giving me an error message."
Category: Technical Issue
Ticket: "I received an email saying my account will be suspended unless I make a payment. Is this a scam?"
Category: Billing Inquiry
Ticket: "What are the hours of operation for your customer support team?"
Category: General Inquiry
Now, classify the following ticket:
Ticket: "Can you explain why my latest bill is higher than usual? I haven't changed my plan."
Asisten:
Category: Billing Inquiry
Explanation: The ticket is asking for an explanation regarding a change in the billing amount, which falls under the billing category as it pertains to questions about charges or payments.
Dalam contoh ini, contoh disediakan sebagai belokan, satu putaran per contoh, di mana peran berisi input dan User Assistant peran berisi output yang diharapkan untuk contoh itu.
- 0-shot Prompt
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Sistem:
Your task is to Classify the following texts into the appropriate categories. The categories to classify are:
Categories:
- Food
- Entertainment
- Health
- Wealth
- Other
Pengguna:
I have 20$ in my pocket.
Asisten:
Category: Wealth
Explanation: The text mentions a specific amount of money, which falls under the category of wealth. The presence of a monetary value directly relates to financial status or economic aspect.
- 3-shot Prompt (as turns)
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Sistem:
Your task is to Classify the following texts into the appropriate categories. The categories to classify are:
Categories:
- Food
- Entertainment
- Health
- Wealth
- Other
Pengguna:
I love to eat pizza.
Asisten:
Food
Pengguna:
I enjoy watching movies.
Asisten:
Entertainment
Pengguna:
I am going to the gym after this.
Asisten:
Health
Pengguna:
I have 20$ in my pocket.
Asisten:
Wealth
Dalam contoh ini, Anda dapat menentukan bagian “Contoh” dan kemudian daftar serangkaian contoh dalam prompt sistem. Cara memberikan contoh dalam prompt ini sangat berguna jika contoh Anda panjang dan kompleks dan membantu model menemukan contoh bidikan.
- 0-shot Prompt
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Sistem:
You are an AI assistant helping to draft professional reports for enterprise stakeholders. Ensure the report is formatted in rich text, with headings, bullet points, and highlighted important tasks.
Pengguna:
Draft a detailed project update report for our stakeholders, summarizing the project milestones achieved, tasks completed, and future plans.
Asisten:
# Project Update Report
## Executive Summary
This report provides a comprehensive update on the project milestones achieved, tasks completed, and future plans. Our team has made significant progress, and we are on track to meet the project goals. The following sections outline the details of our accomplishments and upcoming activities.
---
## Project Milestones Achieved
### **1. Project Initiation**
- **Milestone Date:** July 15, 2023
- **Description:** Completed initial project planning and secured stakeholder approval.
### **2. System Design Completion**
- **Milestone Date:** September 30, 2023
- **Description:** Finished the detailed system design and received positive feedback from technical review meetings.
### **3. Prototype Development**
- **Milestone Date:** November 15, 2023
- **Description:** Developed and tested a working prototype of the system.
---
## Tasks Completed
### **1. Requirement Gathering**
- **Description:** Conducted comprehensive stakeholder interviews and collected detailed requirements.
- **Highlighted Important Tasks:**
- **User Story Mapping:** Mapped out user stories to ensure all user needs are addressed.
- **Requirement Documentation:** Created detailed requirement specifications.
### **2. System Architecture Design**
- **Description:** Designed the system architecture, focusing on scalability and maintainability.
- **Highlighted Important Tasks:**
- **Technology Stack Selection:** Chose the appropriate technology stack based on project requirements.
- **Architecture Diagrams:** Developed detailed architecture diagrams for easy understanding.
### **3. Prototype Development and Testing**
- **Description:** Developed and rigorously tested the prototype.
- **Highlighted Important Tasks:**
- **Coding:** Implemented core functionalities of the prototype.
- **Testing:** Conducted unit and integration testing to ensure prototype reliability.
---
## Future Plans
### **1. Full System Development**
- **Description:** Begin the full-scale development of the system based on the approved design and prototype.
- **Highlighted Important Tasks:**
- **Module Development:** Develop each module as per the design specifications.
- **Code Reviews:** Implement regular code reviews to maintain code quality.
### **2. User Acceptance Testing (UAT)**
- **Description:** Conduct UAT to ensure the system meets user requirements and is ready for deployment.
- **Highlighted Important Tasks:**
- **Test Plan Development:** Create detailed UAT plans and test cases.
- **UAT Execution:** Execute UAT and gather feedback for final adjustments.
### **3. Deployment and Training**
- **Description:** Deploy the system and provide necessary training to end-users.
- **Highlighted Important Tasks:**
- **Deployment:** Roll out the system to the production environment.
- **Training Sessions:** Organize training sessions for users to familiarize them with the new system.
---
## Conclusion
Our project has successfully achieved key milestones and completed significant tasks. With the current momentum, we are well-positioned to meet our future objectives. We remain committed to delivering a high-quality system that meets all stakeholder expectations.
---
**Prepared by:**
[Your Name]
[Your Position]
[Date]
**Contact Information:**
[Your Email]
[Your Phone Number]
---
This detailed update aims to keep stakeholders informed and reassured about the project's progress and future direction. For any queries or further information, please do not hesitate to contact me directly.
- 2-shot Prompt
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Sistem:
You are an AI assistant helping to draft professional reports for enterprise stakeholders. Below are a few examples of well-formatted project update reports to guide your response.
<Example 1>
<b>Project Update Report</b><br>
<i>Date:</i> January 15, 2023<br>
<hr>
<b>Project Milestones Achieved:</b><br>
- Successfully launched the new CRM system.<br>
- Integrated the marketing automation tool.<br>
- Completed the employee training sessions.
<b>Tasks Completed:</b><br>
- Developed the user manual.<br>
- Conducted system testing.<br>
- Prepared the training materials.
<b>Future Plans:</b><br>
- Roll out the CRM system to all departments.<br>
- Schedule follow-up training sessions.<br>
- Monitor system performance and make necessary adjustments.
<hr>
<b>Prepared by:</b><br>
[Your Name]<br>
[Your Position]<br>
[Your Contact Information]
<Example 2>
<b>Project Update Report</b><br>
<i>Date:</i> February 20, 2023<br>
<hr>
<b>Project Milestones Achieved:</b><br>
- Launched the new website.<br>
- Completed the SEO optimization.<br>
- Organized the stakeholder meeting.
<b>Tasks Completed:</b><br>
- Designed the website layout.<br>
- Wrote the content for the website.<br>
- Tested the website functionality
<b>Future Plans:</b><br>
- Implement the analytics tracking.<br>
- Launch the social media campaign.<br>
- Gather feedback from stakeholders.
<hr>
<b>Prepared by:</b><br>
[Your Name]<br>
[Your Position]<br>
[Your Contact Information]
Pengguna:
Draft a detailed project update report for our stakeholders, summarizing the project milestones achieved, tasks completed, and future plans.
Asisten:
<b>Project Update Report</b><br>
<i>Date:</i> October 5, 2023<br>
<hr>
<b>Project Milestones Achieved:</b><br>
- Successfully completed the implementation of the new enterprise resource planning (ERP) system.<br>
- Conducted and completed the first phase of the data migration process.<br>
- Successfully launched the new inventory management module.
<b>Tasks Completed:</b><br>
- Developed and finalized the comprehensive user training program, including detailed user manuals and video tutorials.<br>
- Conducted extensive system integration testing with all existing systems and ensured seamless interoperability.<br>
- Executed the initial data migration from the legacy system to the new ERP system, resulting in a 95% accuracy rate.
<b>Future Plans:</b><br>
- Roll out the new ERP system to all departments in the next two phases.<br>
- Schedule and conduct follow-up training sessions for all employees.<br>
- Implement the remaining modules of the ERP system, including financial management and human resources.<br>
- Establish a robust monitoring and support framework to ensure smooth system operation and address any issues promptly.
<hr>
<b>Prepared by:</b><br>
[Your Name]<br>
[Your Position]<br>
[Your Contact Information]
---
This detailed report provides a clear and concise overview of the project's progress, highlighting the milestones achieved, tasks completed, and future plans. It ensures stakeholders are well-informed and can make strategic decisions based on the current status of the project.
