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 ...
Techzine Europe

MongoDB launches Voyage 4 embedding models for AI apps

MongoDB is taking a new step toward AI developers with the general availability of the Voyage 4 embedding family and ...
Computerworld

Cohere’s Embed 4 model helps enterprises search dynamic documents, ‘messy’ data

The model can quickly search documents, whether they are text-based or include images, diagrams, graphs, tables, code, diagrams, or other components. Embedding models help transform complex data — ...
SiliconANGLE

Cohere releases Embed 4: a multimodal AI model designed for agentic search

Artificial intelligence startup Cohere Inc. today launched Embed 4, its latest AI model designed to provide embeddings for search and retrieval for AI applications such as assistants and agents.
VentureBeat

Mistral launches new code embedding model that outperforms OpenAI and Cohere in real-world retrieval tasks

With demand for enterprise retrieval augmented generation (RAG) on the rise, the opportunity is ripe for model providers to offer their take on embedding models. French AI company Mistral threw its ...
Neowin

LaBSE, a new language-agnostic embedding model, supports 109 languages with SOTA accuracy

The fields of natural language processing (NLP) and natural language generation (NLG) have benefited greatly from the inception of the transformer architecture. Transformer models like BERT and its ...
InfoQ

Cohere Unveils Advanced Embedding Model Embed v3

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 ...
InfoQ

Google Text Embedding Model Gecko Distills Large Language Models for Improved Performance

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 ...
Geeky Gadgets

Google’s Embedding Gemma On-Device RAG Made Easy for NLP Efficiency

What if the power of advanced natural language processing could fit in the palm of your hand? Imagine a compact yet highly capable model that brings the sophistication of retrieval augmented ...