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 ...
Geeky Gadgets

How to Create a RAG Agent with Reflection

What if your AI agent could think twice before answering, catching mistakes and refining its responses on the fly? That’s the promise of integrating reflection steps into Retrieval-Augmented ...
Forbes

The RAG Effect: How AI Is Becoming More Relevant And Accurate

The rapid advancements in artificial intelligence (AI) have led to the development of powerful large language models (LLMs) that can generate human-like text and code with remarkable accuracy. However ...
Computer Weekly

Understanding RAG architecture and its fundamentals

Opinion-gathering frameworks can also be used to refine the RAG architecture. In this case, users are invited to rate the results in order to identify the positive and negative points of the RAG ...
SiliconANGLE

Vectara launches open-source framework to evaluate enterprise RAG systems

Artificial intelligence agent and assistant platform provider Vectara Inc. today announced the launch of Open RAG Eval, an open-source evaluation framework for retrieval-augmented generation. RAG is a ...
Finextra

How Financial Services Companies Secure Data in a RAG GenAI Environment

Few industries have the competitive pressure to innovate — while under as much public and regulatory scrutiny for data privacy and security — as the financial services sector. So, as companies ...
Dark Reading

ConfusedPilot Attack Can Manipulate RAG-Based AI Systems

Attackers can add a malicious document to the data pools used by artificial intelligence (AI) systems to create responses, which can confuse the system and potentially lead to misinformation and ...
Geeky Gadgets

Gemini File Search : Is It Worth It for RAG in 2025, or Too Limited for Teams?

What if the future of AI-driven search wasn’t just about speed or accuracy, but about making complex systems accessible to everyone? Enter Gemini File Search, a tool that promises to simplify the ...