AI-powered
podcast player
Listen to all your favourite podcasts with AI-powered features
7min chapter
RAG vs Fine-Tuning
Deep Papers
Implementing RAG in Production
This chapter discusses the challenges and complications associated with implementing the Retrieval Augmented Generation (RAG) method in production, including indexing methods, embedding models, look-up or similarity scores, ranking of relevant documents, and response evaluations. It emphasizes the costly and complex nature of RAG systems and the ongoing efforts to debug their implementation.
00:00
Transcript
Episode notes
Get the Snipd
podcast app
Unlock the knowledge in podcasts with the podcast player of the future.
AI-powered
Discover
highlights
Listen to the best highlights from the podcasts you love and dive into the full episode
Save any
moment
Hear something you like? Tap your headphones to save it with AI-generated key takeaways
Share
& Export
Send highlights to Twitter, WhatsApp or export them to Notion, Readwise & more
AI-powered
podcast player
Listen to all your favourite podcasts with AI-powered features
Discover
highlights
Listen to the best highlights from the podcasts you love and dive into the full episode