CatGPT
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About
CatGPT is an AI-powered search tool designed to answer cat-related questions by leveraging a GPT model. It operates as a 'Retrieval Augmented Generation (RAG)' system, which enhances search queries with highly relevant content snippets from a predefined, trusted corpus. Currently, this corpus consists of transcribed audio from Jackson Galaxy's YouTube channel, ensuring reliable and high-quality information. The system searches through a vector representation of these transcripts to find the closest matches to user queries, providing these snippets as context for the LLM to generate an answer. Users can also view these matched snippets as sources, or watch the original YouTube videos for more details. The tool is built using the OpenAI API for transcription, Pinecone for vector embeddings, and GPT-3.5 for answer generation. The overall framework is based on LangChain.
Platform
Task
Features
• gpt-powered search
• built with langchain
• answer generation using gpt-3.5
• vector embeddings and similarity search (pinecone)
• utilizes jackson galaxy's youtube channel transcripts as corpus
• provides relevant sources/snippets from trusted corpus
• answers to cat-related questions
• retrieval augmented generation (rag) system
FAQs
What is CatGPT?
CatGPT is a GPT-powered search tool that provides reliable answers and relevant sources to cat-related questions.
What does it do?
CatGPT is a 'Retrieval Augmented Generation (RAG)' system that augments your search query with relevant content snippets from a trusted corpus to generate answers. It uses YouTube transcripts from Jackson Galaxy's channel as its trusted corpus.
How is it built?
CatGPT's corpus is built from transcribed audio from Jackson Galaxy's YouTube channel, with OpenAI API for transcription and Pinecone for vector embeddings. GPT-3.5 is used for answer generation. The web app uses FastAPI (backend) and Next.js (frontend), all built with LangChain.
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