The Evolution and Applications of Agentic RAG, Making RAG Work with Small Language Models, and More!
Vol.87 for Jan 13 - Jan 19, 2025
Stay Ahead of the Curve with the Latest Advancements and Discoveries in Information Retrieval.
This week’s newsletter highlights the following research:
A Real-time Dynamic Indexing Framework for Large-scale Recommendation Systems, from ByteDance
A Survey of Efficient Small Language Models in the 1-8B Parameter Range, from Amazon
VideoRAG: A Framework for Video-Based Knowledge Integration in Language Models, from KAIST
The Evolution and Applications of Agentic Retrieval-Augmented Generation, from Singh et al.
Evaluating In-Context Retrieval and Reasoning in Long-Context Language Models, from Apple
Enhancing Sequential Recommendation Systems with Large Language Models, from Boz et al.
A Lexicon-Based Framework for Enhanced Text Embeddings with Large Language Models, from Lei et al.
Enabling Efficient On-Device Retrieval-Augmented Generation with Small Language Models, from HKU
Enhancing E-commerce Product Search with Multimodal Semantic Retrieval, from Amazon
Exploring the Complementary Roles of LLMs, Knowledge Graphs, and Search Engines in Information Retrieval, from Hogan et al.
