Why Retrieval-Augmented Generation Is Still Relevant in the Era of Long-Context Language Models

by | Dec 12, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support

In this article we will explore why 128K tokens and more models can’t fully replace using RAG.Continue reading on Towards Data Science » ​In this article we will explore why 128K tokens and more models can’t fully replace using RAG.Continue reading on Towards Data...

Transformers Key-Value (KV) Caching Explained

by | Dec 12, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Speed up your LLM inferenceContinue reading on Towards Data Science » ​Speed up your LLM inferenceContinue reading on Towards Data Science »  machine-learning, artificial-intelligence, deep-dives, data-science, large-language-models Towards Data Science –...

CV VideoPlayer — Once and For All

by | Dec 12, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support

CV VideoPlayer — Once and For AllA Python video player package made for computer vision researchImage by authorWhen developing computer vision algorithms, the journey from concept to working implementation often involves countless iterations of watching, analyzing,...

Sentiment analysis template: A complete data science project

by | Dec 12, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support

10 essential steps, from data exploration to model deployment.Continue reading on Towards Data Science » ​10 essential steps, from data exploration to model deployment.Continue reading on Towards Data Science »  hands-on-tutorials, data-science, machine-learning,...

Why “AI Can’t Reason” Is a Bias

by | Dec 12, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support

We humans are proud creaturesContinue reading on Towards Data Science » ​We humans are proud creaturesContinue reading on Towards Data Science »  artificial-intelligence, ai, bias, thoughts-and-theory, humanity Towards Data Science – MediumRead...

The Economics of Artificial Intelligence, Causal Tools, ChatGPT’s Impact, and Other Holiday Reads

by | Dec 12, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Feeling inspired to write your first TDS post before the end of 2024? We’re always open to contributions from new authors.Our guiding principle is that it’s never a bad time to learn new things, but we also know that different moments call for different types of...