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EDiTh: Enterprise Search Benchmark for Questions You Can't Outsource

LightOn is releasing EDiTh, an open benchmark where executives can finally see their own questions tested on documents that feel real, without exposing anything confidential.

March 3, 2026
Blog
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Day Zero of Multi-Vector Retrieval

Introducing ColBERT-Zero: late interaction model trained from scratch with PyLate

February 19, 2026
R&D
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Introducing OriOn: the SOTA Long-Context Engine That Powers Agentic Search & Reason

Agentic AI starts with retrieval. It scales with long context.

February 18, 2026
R&D
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LateOn-Code & ColGrep: LightOn unveils state-of-the-art code retrieval models and code search tooling

The "Stronger Grep" for Modern Development While AI coding assistants like Claude Code have transformed how code is written, their ability to navigate large codebases efficiently is often limited by keyword-based search.

February 12, 2026
R&D
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⚪ Introducing LightOn NextPlaid

Multi-Vector Database Built for Sharper Retrieval and Frugal Inference

February 10, 2026
R&D
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LightOn | News February 2026

Trending Today. In Paradigm Now. Discover LightOn's latest breakthroughs.

February 3, 2026
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🔵 LightOn opens a new field for AI with LightOnOCR-2: Document Intelligence

LightOn integrates into Paradigm a technology that beats the world state of the art: LightOnOCR-2

January 19, 2026
R&D
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RAG isn’t Dead, Yours is!

Static ingestion, stale answers, lost trust.

January 16, 2026
Blog
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Beyond Shadow AI: Private RAG as the Foundation of Enterprise AI Adoption

The Era of "Bring Your Own AI" is Already Here. The debate on whether employees should use generative AI is over. They are already using it. According to the 2024 Microsoft Work Trend Index, 75% of global knowledge workers use AI at work, and crucially, 78% of them represent "Bring Your Own AI" (BYOAI) users.

January 9, 2026
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