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Introducing LightOn Console

Production-grade retrieval pipeline. Free Tier. Sign up. Ship

June 2, 2026

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The Bloated Retriever Era Is Over

Reason-ModernColBERT tops BrowseComp-Plus, the most rigorous agentic search benchmark, across every metric, with 54× fewer parameters and fewer search calls.

March 19, 2026

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LightOn Enhances Its Paradigm Platform with Real-Time Web Access Through a Strategic Partnership with Linkup

LightOn, a leading French provider of secure AI for sensitive data, announces a strategic partnership with French startup Linkup, which specializes in web search designed for AI applications.

March 12, 2026

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NOVA: A Guide to Actually Measuring How Your Agent Works on Your Data

Numbers Over Vibes: Building a RAG Evaluation Framework That Actually Works

March 11, 2026

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Scaling enterprise OCR means solving quality and cost. At the same time.

Most OCR solutions force a choice between quality and cost. LightOnOCR-2-1B doesn't.

March 6, 2026

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LightOn | News March 2026

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

March 5, 2026

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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

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Day Zero of Multi-Vector Retrieval

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

February 19, 2026

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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

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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

Blog

Introducing LightOn Console

The Bloated Retriever Era Is Over

LightOn Enhances Its Paradigm Platform with Real-Time Web Access Through a Strategic Partnership with Linkup

NOVA: A Guide to Actually Measuring How Your Agent Works on Your Data

Scaling enterprise OCR means solving quality and cost. At the same time.

LightOn | News March 2026

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

Day Zero of Multi-Vector Retrieval

Introducing OriOn: the SOTA Long-Context Engine That Powers Agentic Search & Reason

LateOn-Code & ColGrep: LightOn unveils state-of-the-art code retrieval models and code search tooling

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