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Askie is a Retrieval-Augmented Generation (RAG) app that lets users ask natural-language questions about youtube videos and receive context-aware answers.

Askie Screenshot

Features:

  • Transcript ingestion & embedding storage in PostgreSQL

  • Vector search with pgvector for retrieving semantically relevant transcript chunks

  • A chat-style interface for Q&A and conversation history

  • Transcript summarization

Built with:

Frontend: React, TypeScript, TailwindCSS, Zod

Backend: Flask (Python), PostgreSQL + pgvector, LangChain, OpenAI API

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