Group Meeting takeaways

[solsylph]

• [x] Code front end for user to interact with
  • [x] chatbot a user can type into
  • [x] output side on the right
• [x] Azure services
  • [x] Webapp
  • [ ] Azure Storage
• [x] Research how to generate and update diagram based on the conversation between user and chatbot
  • [x] DETERMINE HOW TO USE THIS DIAGRAM TO BYPASS MEMORY ISSUES
• [x] Chatbot model testing (just some, not all of them due to time constraints):
  • [x] DialoGPT
  • [x] GPT 3.5 Turbo (speak to Javascript professor about his experience with webapps and LLM integration)
  • [x ] Gemma
  • [x] Falcon 7b
• [x] Create MLOps Pipeline (example)
• [ ] Create Releases
• [x] Create test cases

RELEASE 1:

• [x] Making sure that we have a website a user can interact with (can be run in local env).

RELEASE 2:

• [ ] Connect the cloud services to the website
  • [ ] Includes the model. Website makes petitions to the model through an API.

RELEASE 3:

• [x] Making sure the model behaves. Testing the quality. Creates the diagram.

FINAL RELEASE:

• [ ] DEMO DAY

• [x] Sarwari is looking for potential models and helping to finetune them. Also collaborated with cleaning up code and complying with repo structure best practices.

• [x] Alex is testing the models and fine tuning them, after fine tuning determining what works best. Sets up github issues.Collaborated with Ana and Katherine to set up the repository's current structure.

• [x] CLOUD SERVICE PROVIDER. Cristina R. works with uploading and managing the data, Lorenzo is connecting the frontend and the backend (???), fullstack?.

• [x] Furthermore, Lorenzo is helping with diagram creation and text processing for the key takeaways side. Helps with connecting frontend to backend.

• [x] Katherine looks into the creation of the Azure RG, technologies for implementation of ideas, langchain functionalities and applications, troubleshooting errors. Main team member in charge of accepting PRs and reviewing code to integrate into the main branch. In charge of repository maintenance through settings/configurations, adding secrets/environment variables, tokens. Collaborated with Alex and Ana to set up the repository's current structure.

• [x] Ana is working with Azure too, deployment, tests, production. Also looked into connecting the backend and frontend. Helped structure repository.

[solsylph]

handed in