Blog Posts | Joshua Berkowitz

3 Articles

information retrieval ×

Perplexity is Redefining Search APIs for the Age of AI

Today’s AI-driven products demand search infrastructure that is fast, scalable, and deeply context-aware. As intelligent agents and real-time knowledge access become central to new applications, tradi...

AI search API architecture benchmarking context engineering information retrieval machine learning Perplexity Search API

Oct 2, 2025

0 5962

News

MUVERA Multi-Vector Information Retrieval

The world of information retrieval has long grappled with the complexity and computational demands of multi-vector models. MUVERA, a groundbreaking algorithm, is changing the game by converting these ...

FDE information retrieval LLMs MIPS multi-vector MUVERA neural embeddings product quantization

Jul 25, 2025

0 3531

Papers

Open Deep Search: Unlocking Advanced AI Search for Everyone

Imagine if the power behind today’s smartest search engines was no longer limited to tech giants. That’s the promise of Open Deep Search (ODS), a breakthrough open-source framework that puts advanced ...

AI search benchmarks community innovation information retrieval large language models machine learning open-source reasoning agents

Jul 23, 2025

0 6336

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