What is Retrieval-Augmented Generation?
In the ai space, where technological development is happening at a rapid pace, Retrieval Augmented Generation, or RAG, is a ...
Tag: Generation
Golden Retriever: An Augmented Generation (RAG) data retrieval tool to explore and query large stores of industrial knowledge more efficiently
Long Language Models (LLMs) have proven remarkably effective in addressing generic questions. An LLM can be fine-tuned using a company's ...
MedGraphRAG: An AI framework to improve the performance of master's students in the medical field through graph retrieval by augmented generation (RAG)
Large language models (LLMs), such as OpenAI’s ChatGPT and GPT-4, are significantly advancing and transforming the field of natural language ...
The CTL Chromebook PX111E Series
Beaverton, Oregon – CTL, a global leader in cloud computing solutions for education and business, today announced the introduction of ...
Monks boosts processing speed by four times for real-time diffusion AI image generation using Amazon SageMaker and AWS Inferentia2
This post is co-written with Benjamin Moody from Monks. Monks is the global, purely digital, unitary operating brand of S4Capital ...
AgentGen: Automating environment and task generation to improve planning capabilities in LLM-based agents with 592 environments and 7246 trajectories
Large language models (LLMs) have transformed artificial intelligence, particularly in the development of agent-based systems. These systems require interacting with ...
Import a fine-tuned Meta Llama 3 model for SQL query generation on Amazon Bedrock
amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading artificial intelligence ...
DataComp-LM: In search of the next generation of training sets for language models
Introducing DataComp for Language Models (DCLM), a testbed for controlled dataset experiments to improve language models. As part of DCLM, ...
Use Llama 3.1 405B for synthetic data generation and distillation to fine-tune smaller models
Today, we are excited to announce the availability of the Llama 3.1 405B model on amazon SageMaker JumpStart, and amazon ...
This AI paper presents the long-form RobustQA dataset and RAG-QA Arena for cross-domain evaluation of retrieval-augmented generation systems.
Question answering (QA) is a crucial area in natural language processing (NLP), which focuses on developing systems that can accurately ...
