10K Querier

Problem: 10K filings are dense and hard to pull out salient information.

Solution: Ability to Query an entire filing and pull out specific answers.

First time calling the Gemini API, building UI using Streamlit and hackathon entry.

• Setting up Cloud Storage API with secure credentials.
• Using Streamlit to build UI including file upload.
• Calling Gemini 1.5 Pro API to process large documents: 10K Filings.
• Handling output to provide concise responses and ability to ask follow up questions.