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| # 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 | |