safeGPT

Inspiration

We want to reduce the risk of accidents and make people safe

What it does

Our goal for this project was to provide the safest and most convenient route for the user to get from point A to point B. We implement a map that maps the route of the user's input starting and destination location. With those points, we then give the user a few different options for travel, such as driving, walking, and cycling. We also implemented a ChatBox that will read in the Mapbox API and learn the data to help generate a safer route for the user. We also implemented a physical ChatBox that allows users to ask the chatbox questions regarding routes in San Francisco.

How we built it

Using INRIX APIs, we got the incidents data including construction sites, slowdowns from calling the API on Postman, then we coded on python using Amazon bedrock and sagemaker, we also created a chatbot that allows users to ask chatbot based on the data of the incident it learned.

Challenges we ran into

Some challenges that we ran into were there were a lot of issues implementing API and using the API that we needed to generate the result that we wanted. Since we were using an API that we were too familiar with, it did take a while to learn and use the API.

Accomplishments that we're proud of

We were proud that we were able to make use of the resources that were provided. We were able to use AWS data as well as INRIX. We were able to create a firmly functional site that generated a map with points and a ChatBox that could answer questions regarding the API that was used to find the safest and most convenient route for the user.

What we learned

We learned how to efficiently manage the infrastructure based on AWS data as well as INRIX and integrate the chatbot powered by AI with our website to provide instant support to the users.