Hi everyone! I was reading the documentation and I didn’t quite understand why and when should I use embeddings, could anyone be so kind to help me understand this better? this is the link I’m talking about, I read it, but I’m struggling with it: https://platform.openai.com/docs/guides/embeddings

[image] Embedding - Usage for all GPT text to number applications? Documentation Embeddings are generally used for a semantic similarity search. By algorithmic comparison between the return values of two different text passages, you can receive a score of how …

Hiya, and welcome to the forums. Embeddings are how AI understands the relationship between words. I’m not exactly clear on the math, but first you convert a block of text into embeddings. The embeddings are a numerical value of the words in the block. Interestingly, you get the same number of emb…

Hey MoonlitLily and others. Embeddings are a cornerstone of modern AI and machine learning, and their power goes far beyond just chatbots. They’re transforming fields like research, mathematics, medicine, and science by enabling machines to truly “understand” language and concepts in a deep, contex…

You can calculate embeding for millions topic subject, then place these vectors on 2d map, then nearby topics will have similar position on this map allowing you to easily navigate between similar or linked topics. You can also use it as index for topics - you can make a search query, calculate embe…

What are embeddings for? What are the use cases?

API

_j October 8, 2024, 5:10pm 2

Topic		Replies	Views
Embedding - Usage for all GPT text to number applications? Documentation embedding	6	1004	October 13, 2024
Can someone make embeddings make sense? (Not what you think, more in post, lets discuss!) API embeddings , gpt-4	6	2510	September 19, 2023
Fine-tune vs Embedding Documentation	8	13789	February 19, 2023
Similarity of embeddings at different contextual levels Community embeddings	4	1621	July 29, 2023
Purpose of embedding models API api	6	928	February 5, 2024

What are embeddings for? What are the use cases?

Related topics