LDA

Inspiration

We were inspired to make a simple site that conducts a well-thought out financial analysis

What it does

Conducts a business and financial analysis and comparison of annual reports and other documents

How we built it

Lots of caffeine :)

Challenges we ran into

Connecting front-end and back-end Lots of API Call issues

Accomplishments that we're proud of

Getting a confidence score, preventing hallucination through the usage of RAG

What we learned

ML integration, RAG

What's next for LDA

We shall see

Built With

• chromadb
• fastapi
• langchain
• openai
• python
• rag
• streamlit