DreamJournal-API

Introducing DreamJournal-API, A Python REST-API built using FastAPI and hosting using fly.io. The sole endpoint (/entry) uses a Latent Dirichlet Allocation [1] trained model to infer the underlying emotion of a dream journal excerpt. The LDA model was trained using the DreamBank dataset.

This API was created during the University of Bristol Computer Science's Society ArtHack (February, 2023).

Status

Currently working on improving the inferred topics of a dream journal entry

Features

• Stateless: This API does not store dream journal excerpts and additionally works over HTTPS keeping your dream journal excerpts confidential

Technology Stack

• Language: Python
• Environment: fly.io
• API Framework: FastAPI
• Third Party Libraries: gensim, nltk

Documentation

Dream Journal Entries

Get dream journal entry interpretation

POST https://<fly.io URL>/entry

Request Body:

{
  "contents": "<Your Dream Journal Entry>"
}

References

• [1] Blei, D.M., Ng, A.Y. and Jordan, M.I., 2003. Latent dirichlet allocation. Journal of machine Learning research, 3(Jan), pp.993-1022.