Topic 9: What is Speculative RAG

We explore the recent Speculative RAG idea, highlighting where it excels, and discuss the limitations of other RAG systems. At the end, you'll find a list of useful resources

Guest Post: How to Use Function Calling with Ollama, Llama3 and Milvus*

A step-by-step guide on how to integrate Llama 3.1 with external tools like Milvus vector database and APIs to build powerful, context-aware applications

FOD#62: DeepMind’s New Techniques Are Shaping the Future – Here’s How

Plus, a new rubric on AGI, Karpathy's take on RL, news from the usual suspects, and the hands-down best-curated list of last week's papers and models

12 Types of Retrieval-Augmented Generation (RAG)

Graphcore: From Unicorn to SoftBank Acquisition – What Happened?

A failure? A new chance? Let's investigate

FOD#61: AI Fall: Time to Build

Let's get even more practical

6 Open-source video generation models

+ 4 video generators that you can try for free

14+ Text-to-audio models

Explore text-to-speech and text-to-music models

5 New Small Language Models (SLMs)

Guest Post: Optimizing RAG Applications: Methodologies, Metrics, and Evaluation Tools*

How to Evaluate Retrieval Augmented Generation (RAG) Applications

Topic 8: What is LSTM and xLSTM?

we review what we know about LSTM networks and explore their new promising development – xLSTM

FOD#60: A breather

+ the curated list of the most relevant research papers of the week, as well as your favorite news from The Usual Suspects.