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Cat GPT

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About

Cat GPT (CatGPT) is a web application created by Lance Martin and Arpit Agarwal that uses GPT technology to provide answers to cat-related questions. It utilizes a retrieval-augmented generation (RAG) approach which enhances search queries with relevant snippets from a trusted corpus, specifically transcripts from Jackson Galaxy's YouTube channel. By focusing on this trusted source, CatGPT aims to produce reliable and high-quality answers. The system transcribes audio from YouTube using an unspecified tool and generates vector embeddings for the transcripts. These embeddings are used in conjunction with the OpenAI API (GPT-3.5) to answer user queries, providing matched snippets as context and sources. The backend operates on FastAPI and is hosted on Railway.app, while the frontend is built with Next.js and hosted on Vercel. The project's framework is based on LangChain, and the complete source code is available online.

Platform
Web
Keywords
aigptsearchtranscriptscat
Task
cat questions
Features

• user-friendly interface

• retrieval augmented generation

• gpt-powered search

• contextual snippets for answers

• trusted corpus from youtube transcripts

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