Finance assistant

A chat assistant for personal finance that reads your documents and follows the markets.

Status
Collaborative prototype family
Year
2026
Role
Collaborative
Area
Markets

In plain English

Personal finance information is scattered across statements, news and price charts. This assistant brings them into one place: you can chat about uploaded documents, check market prices and see simple forecasts. The forecasts are experiments and are not investment advice.

How it works

  1. Upload financial documents such as statements, which are indexed so they can be searched by meaning.
  2. Ask questions in a chat that answers using those documents and live market data.
  3. Track stock and crypto prices and read current financial news.
  4. Generate forecasts with ARIMA and Prophet (standard time-series forecasting methods).

What I did

Kashyap Nadendla started the project and I contributed to it; my public repository is a fork of his. We also worked on a later version with a FastAPI backend.

What I learned

Forecasts are easy to generate and hard to trust, so I treat them as experiments.