3min chapter

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence) cover image

The Enterprise LLM Landscape with Atul Deo - #640

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

CHAPTER

How to Use Generative AI to Answer Questions on Top of Company's Knowledge Base

The number one kind of generative AI use case or requests is retrieval augmented generation. The way companies do that typically is that let's just take the use case of being able to answer questions on top of company's knowledge base. Now an embedding model is a type of large language model that takes a text as input and returns embeddings which capture the semantic meaning of the input text. And then under the hood, you basically do some matching between the embeddings for the user query and all theembeddings stored in your vector database.

00:00

Get the Snipd
podcast app

Unlock the knowledge in podcasts with the podcast player of the future.
App store bannerPlay store banner

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

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