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- # Question and Answering Gradio Application for World Happiness Report 2023
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- ## Motivation
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- 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.
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- 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.
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- ## Libraries Used
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- 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.
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- Gradio library is used to provide beautiful user interface for the application.
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- ## Resources
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- - LangChain Library: https://github.com/hwchase17/langchain
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- - Inspired from: https://twitter.com/pwang_szn/status/1642104548109201410
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- - Dataset Resource: https://www.kaggle.com/datasets/ajaypalsinghlo/world-happiness-report-2023
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+ ---
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+ title: World Happiness Report 2023 Q And A Bot
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+ emoji: πŸ‘
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+ colorFrom: gray
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+ colorTo: gray
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+ sdk: gradio
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+ sdk_version: 3.24.1
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+ app_file: app.py
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+ pinned: false
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+ ---
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+ Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference