We encountered the following challenges:
- Initially, selecting the optimal embedding technique for database storage.
- Determining the suitable database for fast retrieval.
- Implementing the innovation section, specifically automating the addition of a person's photo to the photo booth.
- Integrating various APIs with the React frontend.
- Defining the best metric for comparing the embeddings.