Inspiration
We were inspired by the technological advancements in Natural Language Processing and wanted to implement the state-of-the-art technologies in this Hackathon
What it does
It can give Users summaries of covid-19 rules given a category. It can give a concise, accurate and up-to-date answers given a query. It illustrates the effective dates on a calendar to improve user experience.
How we built it
We leveraged the following technologies, Haystack, ElasticSearch and Sentence Transformers, to build a answering system that provides efficient, up-to-date and accurate information on COVID-19 related rules and regulations
Challenges we ran into
Though we were adept with the backend technologies, we struggle at creating a beautiful user interface for users to navigate and connecting it to the backend architectures. Hence, we used proto.io to sketch out rough UI and user interactivity.
Accomplishments that we're proud of
Being able to build a working answering system that provides accurate answers on stream-lit
What we learned
Hackathons are not easy. Managing team dynamics and communicating effectively so everybody is one the same page takes practice.
What's next for Information Dissemination - Long John Silvers
Connect Elastic-Search to the Cloud! Build a working UI and connect it to backend.
Built With
- elasticsearch
- haystack
- proto.io
- python
- sentencetransformers
- streamlit
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