shadakshari/genai_financial_analyst_demo

genai_financial_analyst_demo

The Genai Financial Analyst Demo showcases innovative possibilities of financial analysis. Interact with your database through a front-end UI using voice recognition and OpenAI embeddings. This demo integrates dynamic stock ticker data from Mongo Atlas, relevant company news articles fetched with the requests library, and question and answer embeddings from the chatbot. Uncover semantic insights effortlessly, just like a financial analyst, while streamlining your architecture and saving precious time.

Run your mongo analytic queries on SingleStore Kai without code changes

Here is an example using mongosh where the mongo atlas endpoint is on the left and the SingleStore Kai endpoint is on the right:

Embed relevent news articles, output question prompts for each chunk, and store them on an embeddings table in SingleStore

Interact with your database using Voice recognition

All in SingleStore!