# Question and Answering Gradio Application for World Happiness Report 2023

## Motivation

In this project, we will be building simple gradio application that takes in questions related to the World Happiness Report from 2023 and answers them to the user. 

This project is revolutionary game changer in the world of Data Science specially for the Data Analysts and the stakeholders at managerial levels which will save us a lot of time and boost in productivity.


## Libraries Used

We will be using LangChain, special library that helps in combining the Large Language Models (LLMS) and other sources of data to unleash true potential of LLMs. Basically, it acts as a chain between LLMs and other sources of data. Therefore, helps the developers to create SOTA applications. In this project, LangChain helps in combining LLM (text-embedding-ada-002-v2) used from OpenAI with CSV file to provide Question and Answering Bot. 

Gradio library is used to provide beautiful user interface for the application.

## Resources
- LangChain Library: https://github.com/hwchase17/langchain
- Inspired from: https://twitter.com/pwang_szn/status/1642104548109201410
- Dataset Resource: https://www.kaggle.com/datasets/ajaypalsinghlo/world-happiness-report-2023