MIT’s new ‘recursive’ framework lets LLMs process 10 million tokens without context rot

While standard models suffer from context rot as data grows, MIT’s new Recursive Language Model (RLM) framework treats ...
EurekAlert!

A LLM-enhanced few-shot entity resolution framework with uncertainty calibration

Entity resolution (ER) aims to identify and match records referring to the same entity from multiple data sources, which is a ...
Geeky Gadgets

LLMWare unified framework for developing LLM apps with RAG

– High-performance document parsers to rapidly ingest, text chunk and ingest common document types. – Comprehensive intuitive querying methods: semantic, text, and hybrid retrieval with integrated ...

Orchestral replaces LangChain’s complexity with reproducible, provider-agnostic LLM orchestration

A new orchestration approach, called Orchestral, is betting that enterprises and researchers want a more integrated way to call tools and manage agents.
InfoWorld

Surveying the LLM application framework landscape

Large language models by themselves are less than meets the eye; the moniker “stochastic parrots” isn’t wrong. Connect LLMs to specific data for retrieval-augmented generation (RAG) and you get a more ...
JD Supra

Using a Multi-LLM Platform for Investigations and Ediscovery: Smarter and Way More Cost-Effective

[EDRM Editor’s Note: The opinions and positions are those of John Tredennick, Dr. William Webber and Lydia Zhigmitova.] The legal industry is witnessing a revolution with the adoption of AI for its ...
Semiconductor Engineering

LLM-based Agentic Framework Automating HW Security Threat Modeling And Test Plan Generation (U. of Florida)

A new technical paper titled “ThreatLens: LLM-guided Threat Modeling and Test Plan Generation for Hardware Security Verification” was published by researchers at University of Florida. “Current ...
Mirage News

LLM-Enhanced Few-Shot Entity Resolution Framework

Entity resolution (ER) aims to identify and match records referring to the same entity from multiple data sources, which is a crucial task in data ...