Medibot

langchain-flowchar-description
medibot

Inspiration

#### Everyday people suffer from new ailments without being able to be diagnosed by primary care doctors. They are then stuck with the co-pay or expensive medical bills provided with just a five minutes meeting. After all that time and money invested, one comes back with a inconclusive result. LangChain continuously is trained with new pieces of data, so symptoms that doctors may not be able to immediately diagnose can be slowly diagnosed using a vast amount of data across multiple regions of the world.

What it does

#### Individuals can add in documentation based on their symptoms, the contracts of the file are then read and the user can add-on by typing in their symptoms as well, acting as a supplement to the document content already extracted

How we built it

PyPDF2 - python library that allows one to read pdf documents are extract content
streamlit - python web ui interface
langchain - large language model that allows for one obtain responses on a large dataset of questions
openai -AI framework that focused on using chatbot responses
os - python library that allows one to obtain information about the operating system files
pickle - python library used to save the pdf files extract content models ## Challenges I ran into
Adding in multiple PDF files at a time, currently one has to implement files one by one
Keeping track of different file extensions and extract content from all of them simultaneously
## Accomplishments that we're proud of
the ability to provide individuals with different forms of medical information based on the documents provided
the ability to create a simple but intuitive UI for individuals to navigate and obtain information correctly ## What's next for Medibot
multiple file upload
categorising files based on different file extensions
setting up a connection between the LLM response and doctor office communication
scheduling appointment based on severity of illness
finding nearby places for treatment if the symptoms are to severe to wait for an appointment