All Stories

Architecture Inversion: Scale By Moving Computation Not Data

Photo by Samson on Unsplash

Architecture Inversion: Scale By Moving Computation Not Data

Have you ever wondered how the world’s largest internet and social media companies can deliver algorithmic content to so many users so fast?

Shrinking Embeddings for Speed and Accuracy in AI Models

Photo by Simon Hurry on Unsplash

Shrinking Embeddings for Speed and Accuracy in AI Models

How MRL and BQL Make AI-Powered Representations Efficient

Transforming the Future of Information Retrieval with ColPali

Photo by Firmbee.com on Unsplash

Transforming the Future of Information Retrieval with ColPali

ColPali simplifies and enhances information retrieval from complex, visually rich documents, transforming retrieval-augmented generation

Vespa Newsletter, December 2024

Advances in Vespa features and performance include Elasticsearch vs Vespa Performance Comparison, Vision RAG and Binarizing Vectors

Securely Storing Secrets on Vespa Cloud

Learn how to securely store and manage sensitive secrets in your Vespa Cloud applications using Vespa's built-in secret store.

Why Norway’s Environmental Commitment Reflects in Vespa.ai’s Values

Exploring how Vespa.ai exemplifies Norway's commitment to sustainability through efficient technology.

Vespa for Dummies

A beginner's guide to Vespa, exploring its role in information retrieval and its advantages for enterprise AI applications.

A Benchmark for Modernizing Elasticsearch with Vespa

Discover how Vespa outperforms Elasticsearch in query efficiency, scalability, and operational costs, making it a robust choice for modern eCommerce search solutions.

Visual RAG over PDFs with Vespa - A demo application in Python

This is a technical blog post on developing an end-to-end Visual RAG application powered by Vespa. It has link to a live demo application, and will walk you through why...

Navigating in the New AI-Driven E-commerce Landscape

This AI-driven ecommerce evolution is driven by consumer’s increasing demand for personalized experiences, real-time interactions, and seamless omnichannel integration.

Elasticsearch vs Vespa Performance Comparison

Detailed report of a comprehensive performance comparison between Vespa and Elasticsearch for an e-commerce search application.

How Generative AI Is Changing E-commerce

According to ESG, 41% of retail respondents in a 2024 survey are either already pursuing or planning to pursue AI-powered product recommendations.