For clinical operations, this release involves a number of improvements for greater user experience when querying the agent using WhatsApp interface. This eliminates majority of errors altogether.

New Features and Bug Fixes

  • Added OpenAI’s GPT-4 Support.
  • Responds to queries running longer than 30s.
  • Queries that used to take more than 1 minute, usually now take 5 - 10 seconds (Seperated query engines + customized prompting + debugged unncessary chain of thought).
  • Open internet access available. It can talk about various clinics, emergency hotlines, locations, etc.
  • Saves chat history allowing referencing back to previous questions.
  • Cleaned up entire database for 3 major clinics in Hong Kong, significantly improving database operations using LLMs.
  • Incorporated (RAG - Retrieval Augmented Generation)[https://arxiv.org/abs/2005.11401] support to query Webpages and SQL databases simultaneously using a more complex question that requires a chain of thought and extraction of data from multiple sources.
  • Eliminating majority user side errors when querying Doctor’s Database through use of improved prompt engineering for dealing with SQL Database Module.
  • Please wait, I'm thinking ... Indicator on WhatsApp if the message takes longer than 15s to be delivered. (Better mechanism in-loop).
  • Improved backend capacity for handling larger data sources (150 comprehensive records of doctors phone numbers, emails, bio, expertise, etc + multiple blocks of webpages).
  • Save application with CMD + S on MacOS with live syncing.

Answer questions like

LLM Modules (Tools, Data sources, User Interfaces)

Data sources - webpages:

  • Allows for adding and removing custom webpages that are automatically indexed in Vector database for LLM retrieval.
  • Indicators for the status of indexing state of all webpages.
  • Added support for connecting multiple modules for Webpage Data Sources.

Tools - open internet access:

  • Now you can openly talk to internet and ask the chatbot about current events, locations of hospitals, hotlines, and much more.

Interfaces - WhatsApp:

  • Save conversation history so the conversation feels more natural allowing you to reference back to previous information.