Daily-Trend-Review

2023/08/08: GPT-3.5와 Llama2 비교, 벡터 DB, long contexts

hellcat 2023. 8. 8. 09:05

Why GPT-3.5 is (mostly) cheaper than Llama2

 

Why GPT-3.5 is (mostly) cheaper than Llama 2

Llama-2 is more expensive than you'd think. In this post, we explore why it's often more expensive than gpt-3.5-turbo.

www.cursor.so

Lost in the Middle: How Language Models Use Long Contexts

 

Lost in the Middle: How Language Models Use Long Contexts

While recent language models have the ability to take long contexts as input, relatively little is known about how well they use longer context. We analyze language model performance on two tasks that require identifying relevant information within their i

arxiv.org

Vector Databases: Long-Term Memory for Artificial Intelligence

 

Vector Databases: Long-Term Memory for Artificial Intelligence

Vector databases store data such as text, video or images that are converted into vector embeddings for AI models to access them quickly.

thenewstack.io

 

Understanding AI plugins in Semantic Kernel

 

Understanding AI plugins in Semantic Kernel and beyond

Learn how to use AI plugins and how they relate to AI plugins in ChatGPT, Bing, and Microsoft 365.

learn.microsoft.com

A Comprehensive Gude to Vector Databases

 

A Comprehensive Guide to Vector Databases | KX

Vector databases are a new wave of data management designed for generative AI, IoT and time-series applications. Here’s why they matter, what makes them different, how they work, the new use cases they’re designed for, and how to get started.

kx.com

What is Vector Database and How does it work?

 

What is Vector Database and How does it work?

Vector databases are highly intriguing and offer numerous compelling applications, especially when it comes to providing extensive memory.

firstfinger.in

 

What are Vector Databases and Why Are They Important for LLMs?

 

What are Vector Databases and Why Are They Important for LLMs? - KDnuggets

Large language models (LLMs) currently have the AI world in a chokehold. It is essential to understand why vector databases are important to LLMs.

www.kdnuggets.com

 

Explaining Vector Databases in 3 Levels of Difficulty