Implement User Feedback AI

[darenc9]

User story User wishes to have personalized feedback and advice.

Description The Implement User Feedback AI issue involves designing and integrating an AI system into the app to provide feedback. This includes setting up a GPT-4 chatbot using the Humanloop SDK that can answer user queries and analyze user workout history and profile.

Acceptance Criteria

• [x] Must be accessible in frontend
• [x] Must be able to answer user queries
• [x] Must analyze and provide feedback based on workout history.
• [x] Must consider user profile information for personalized responses.

Testing

• [x] Verify that the AI is properly implemented and produce accurate results
• [x] Test functionality to analyze workout history
• [x] Test functionality to analyze user profile

General Reserach and Information for task: Chatbot model which can answer queries from user:

• Uses GPT-4 (Get API keys from: https://platform.openai.com/api-keys)

Utilize humanloop (https://humanloop.com/docs/tutorials/create-your-first-gpt-4-app#account-setup)

• Humanloop SDK is compatible with vercel and NextJS and helps implement the GPT-4 model
  • https://humanloop.com/docs/tutorials/chatgpt-clone-in-nextjs#step-2-set-up-a-nextjs-application

Steps Needed:

• Create GPT-4 API key: https://platform.openai.com/api-keys
• Sign up for a humanloop account, use the prompt editor to set up chat model
• npm i humanloop to install Humanloop SDK to NextJS
• Create API route app/api/chat/route.js - This is done to secure Humanloop API key
• Update .env with HUMANLOOP_API_KEY=
• Setup a page.jsx to fetch from "/api/chat"