data编程辅导 、讲解 SQL语言程序
Objective:
Based on the chat bot program used at lab, you are asked to further develop it into a more practical chat bot. Remember, this is not a programming course. We are looking at if you are excel at applying cloud and related technologies to create a practical application. To enhance the power of your chat bot, you are required to use the state-of-the-art large language model Chat GPT in your project.
Context:
Chat GPT can be more powerful if you can provide more specific scenarios and prompts. In this project, your basic requirement is to create a Chat Bot that uses Chat GPT API, while 10% points (2 points) will consider the application context and the output quality of your Chat Bot.
You are free to choose the context of your chat bot, here we just provide an example context:
With the increasing popularity of virtual events, people are looking for new ways to connect with others who share similar interests. We want you to develop a cha tbot that helps users find and connect with others who share their interests in:
• Online gaming;
• Virtual reality experiences; or
• Social media groups.
Depending on the number of members in your group, you are expected to prototype 1 to 2 features on your chat bot. A feature can be, but not limited to, one of the followings:
• Matching users with similar interests
• Recommending online events or activities
• Facilitating group discussions or meetups
Note: the data of the chat bot does not need to be accurate or comprehensive, but your chat bot should be able to accept natural language as input.
Technical Requirement
Your project should fulfill the following requirements. Fail to comply will incur penalty:
• the chatbot must be on telegram;
• the app must have a database system (SQL or redis or any other) from a database cloud provider other than RedisLab (e.g. Firebase, Heroku PostgreSQL).
• the app must be hosted on a cloud platform other than Fly.io;
• the app must use the ChatGPT API (from OpenAI, or third parties);
• the app must be managed by git;
• container technologies must be used; and
• monitoring and managing your cloud properly without being charged a lot.
Additional marks will be given to groups who are able to demonstrate:
• Good Practices of DevOps workflow; • the Scalability of their app;
• the Load balancing of their app; • the Orchestration of multiple containers;
• Security measurements of their app;
•or any practical consideration
Meanwhile user interface/project completeness/coding quality/documentation will carry only a very small fraction of marks. Most of the marks will be given based on the innovation of your app and the ability of demonstration of cloud technology competence.
• A running telegram chat bot: By the main due date, submit together with the report
• Code: By the main due date, hosted on GitHub and not modified after the due
Use of public resources
You are allowed to use any public resources (both data and code) to construct your chat bot. However, you must cite those works properly. Although our project objective is to play with cloud technologies rather than coding, you should still try to integrate other resources into your base code (the code you received at lab) instead of directly hand in their code