Databricks' Instructed Retriever beats traditional RAG data retrieval by 70% — enterprise metadata was the missing link

Instructed Retriever leverages contextual memory for system-level specifications while using retrieval to access the broader ...
VentureBeat

How agentic RAG can be a game-changer for data processing and retrieval

Want smarter insights in your inbox? Sign up for our weekly newsletters to get only what matters to enterprise AI, data, and security leaders. Subscribe Now When large language models (LLMs) emerged, ...
Geeky Gadgets

Make a personal AI assistant from scratch using RAG and Langchain

If you are interested in building your very own personal assistant using artificial intelligence from scratch you might be interested in learning more about how you can use AI combined with retrieval ...
InfoWorld

Haystack review: A flexible LLM app builder

Haystack is an open-source framework for building applications based on large language models (LLMs) including retrieval-augmented generation (RAG) applications, intelligent search systems for large ...
InfoQ

Build and Deploy Retrieval Augmented Generative Pipelines with Haystack

A monthly overview of things you need to know as an architect or aspiring architect. Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with ...
Statetechmagazine

What Is Retrieval Augmented Generation, and How Are State and Local Agencies Using It?

RAG allows government agencies to infuse generative artificial intelligence models and tools with up-to-date information, creating more trust with citizens. Phil Goldstein is a former web editor of ...
Geeky Gadgets

How to use Embeddings in RAG with Llama-Index

In the realm of natural language processing (NLP), the concept of embeddings plays a pivotal role. It is a technique that converts words, sentences, or even entire documents into numerical vectors.
InfoWorld

AWS approach to RAG evaluation could help enterprises reduce AI spending

AWS researchers have developed a new method for designing an automated RAG evaluation mechanism that could help enterprises build apps faster and reduce costs. AWS’ new theory on designing an ...