Why MongoDB thinks better retrieval — not bigger models — is the key to trustworthy enterprise AI

As agentic and RAG systems move into production, retrieval quality is emerging as a quiet failure point — one that can ...
JD Supra

Unpacking Averages: Searching for Bias in Word Embeddings Trained on FDA Regulatory Documents

This post explores how bias can creep into word embeddings like word2vec, and I thought it might make it more fun (for me, at least) if I analyze a model trained on what you, my readers (all three of ...

Word embeddings in NLP

We will discuss word embeddings this week. Word embeddings represent a fundamental shift in natural language processing (NLP) ...
Security Boulevard

Securing the Knowledge Layer: Enterprise Security Architecture Frameworks for Proprietary Data Integration With Large Language Models

A practical overview of security architectures, threat models, and controls for protecting proprietary enterprise data in retrieval-augmented generation (RAG) systems.
Hosted on MSN

How Word Embeddings Work In Python With Rnns — Full Breakdown

Understand the power of word embeddings in deep learning — with detailed Python and RNN integration. #RNN #WordEmbeddings #DeepLearning #WordEmbeddings #PythonNLP #RNN #DeepLearning ...
InfoQ

Practical Advice for Retrieval Augmented Generation (RAG), by Sam Partee at QCon San Francisco

Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with content, and download exclusive resources. Vivek Yadav, an engineering manager from ...
Crowdfund Insider

Artificial Intelligence: Ocrolus Adds OpenAI GPT Embeddings for Deeper Automation in Financial Document Analysis

Ocrolus, a key player focused on AI-driven document automation for faster and more accurate lending decisions, announced it has integrated GPT embeddings from OpenAI into its set of technologies. The ...
Geeky Gadgets

Easily analyze PDF documents using AI and Ollama

If you’re looking for ways to use artificial intelligence (AI) to analyze and research using PDF documents, while keeping your data secure and private by operating ...