FAQs

A common list of QAs for all the companies [
[Using GPT3]

requirements: - a list of QAs, both general and specific to a company, preferably a large list

actions

gathering the QAs

Finetuning a GPT3 model based on the QAs

Each company has a separate set of QAs [Using GPT3]

requirements: - a QA list for each company

actions

gathering company specific QAs [it needs a dashboard for insert/delete/edit for QAs for each company]

storing QAs in DB for each company

accessing QAs given company_id

answering using GPT3

gettinng a question from a user

getting users questions

answering the question using the fine-tuned model

Without GPT3

store them QAs in an index in Algolia or MongoDB

search the index given the user question as the query

gather a list of QAs for each company

example: https://www.mcdonalds.com/gb/en-gb/help/faq.html

retriieving QA examples from DB

Live Video Caption

Actions

buy google speech-to-text api credentials

extracting audio stream from video stream

extracting captions using Google speech-to-text (doc: https://cloud.google.com/speech-to-text/docs/streaming-recognize)


embedding the caption stream into the video stream

Requirements

being able to extract the audio stream using Agora
web SDK


Being able to embed the captions in to the video stream using Agora web SDK