How to Build a Complete RAG Pipeline for Podcast Transcripts

Analytics Vidhya · Intermediate ·🔍 RAG & Vector Search ·2h ago

Skills: RAG Basics90%Vector Stores70%

Description: This hands-on video details the initial phase of a project, focusing on the "rag pipeline," the core brain of the system. We explore how this pipeline processes podcast transcripts, cleaning subtitles and splitting them into text chunks, which are then embedded using a local sentence transformer model for efficient retrieval. This process is crucial for understanding and retrieving information from podcast transcripts, forming a foundational component for any advanced llm application. Hashtags: #FastAPI #RAG #BuildWithAI #LLM #Python

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