AryanB13/FinSightAgent ? reverse-engineered prompt

Build me a financial research app that lets me ask plain English questions about company 10 K filings and get back cited, fact checked answers.

I want it to work over Apple, Microsoft, and NVIDIA annual reports for 2022 to 2024, with a way to ingest the documents first and then query them from the command line. The app should pull answers from both text and tables or charts, handle questions that need comparing years or calculating ratios and growth, and only answer when it can back up every claim with evidence from the filings.

Please make the experience feel smart and reliable, so it can route simple questions directly, break harder ones into smaller steps, search for the best matches, and recompute financial numbers in Python instead of guessing. Add citations in the final answer, and if the same question is asked again, it should respond faster from cache. If you need to look up current docs for the tools or libraries, go ahead and do that.