LTI Intelligence Platform

Inspiration

I figured that a PDF could be turned into an interactive 'app' to see and notice more insights both in a dynamic but understandable way.

What it does

Basically reflect insights from the complex tables inside the annual report PDF. You also get a nice cool LTI Ai Agent that summarizes the content of the most important things inside the report.

How I built it

Purely Python based, both the chat bot and the dynamic charts.

Challenges I ran into

Doing a solo project is really time consuming but I had fun challenging myself!

Accomplishments that I'm proud of

Riding solo in a Hackathon! It's on me though.

What I learned

Connecting a RAG-based approach to answer questions... while working on interactive dashboards... is pretty tough.

What's next for LTI Intelligence Platform

Better UI and handling for the data displayed.

Built With

• langchain
• llamaindex
• python