/instant-insight-web-app

Streamlit-based web app for Streamlit Hackathon

Primary LanguagePython

Open in Streamlit

Instant Insight Web App (3rd place in Streamlit Hackathon for Snowflake Summit 2023)

This app is designed to generate an instant company research.

In a matter of few clicks, a user gets a PowerPoint presentation with the company overview, SWOT analysis, financials, and value propostion tailored for the selling product. The app works with the US public companies.

Firstly, filter and select a company:

Wait for up to 30 sec and download a PowerPoint:

App's URL

Tech Stack:

• Database - Snowflake via Snowflake Connector

• Data Processing - Pandas

• Research Data - Yahoo Finance via Yahooquery, GPT 3.5 via LangChain

• Visualization - Plotly

• Frontend - Streamlit, AgGrid

• Presentation - Python-pptx