LightOn

@lightonai.bsky.social

LightOn is a leading European generative AI company delivering secure on-prem RAG for document intelligence, enabling safe use of sensitive data behind firewall

To everyone who has hit the wall doing RAG: we planned this one for you. Broken retrieval. Hallucinations at inference. Pipelines that fold the moment data gets sensitive. We know where it breaks. We built Paradigm to fix it.

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The multi-vector era is here and there is no going back. Reason-ModernColBERT tops BrowseComp-Plus, the hardest agentic search benchmark available, by 7.59 points on accuracy. 🥇on accuracy. 🥇on recall. 🥇on calibration. 📉 Fewest search calls. The models it outperforms? Up to 54× larger.

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AI agents are only as good as the information they can access. 🇪🇺 LightOn, an AI Search & Reason company, is partnering with Linkup to provide structured, real-time web search to Paradigm within a secure, fully European technology stack.

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Day Zero for Multi-Vector Retrieval. Today we’re flipping the retrieval playbook: no dense model adaptation, no retrofit. 🏗️Multi-vector from scratch, powered by PyLate. Meet ColBERT-Zero

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🔥 Stop burning tokens on blind grep searches. Give your coding agent semantic eyes. Meet LateOn-Code & ColGrep: a Rust-powered search tool and two SOTA late-interaction models that bring intent-level code retrieval directly to your terminal.

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

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 k...

lighton.ai

🔍🪡To find the needle, you better index every straw of the haystack. Today, LightOn is launching LightOn NextPlaid: a CPU-optimized multi-vector database that indexes at the token level.

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🎙️“Mettre tous vos documents dans le contexte d'un modèle, c'est comme inviter 30 personnes à une réunion où une seule suffit : ça coûte cher, ça fait du bruit, et au final le résultat est moins précis !”

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Stop building RAG like a feature. It is infrastructure. RAG inherits every constraint of your organization: scale, heterogeneous data, and strict governance

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🤗 LightOnOCR-1B is now in Hugging Face Transformers With 1.2B downloads, Transformers Library is the go-to toolkit for developers building AI applications. Any developer can now add state-of-the-art document reading to their app in one line of code. #Transformers #OCR #GenAI

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“Why build RAG pipelines when you could just… dump everything into the context window?” Amélie Chatelain, Ph.D. ran the comparison you’ve always wondered about, long-context versus retrieval, and the results might surprise you. Watch the full talk here: www.lighton.ai/lighton-blog...

RAG is Dead, Long Live RAG: Retrieval in the Age of Agents - LightOn

A technical deep-dive into why retrieval-augmented generation evolved rather than died, and what intelligent retrieval looks like in 2025.

lighton.ai

🤝 LightOn & NVIDIA Make Private AI Massively Accessible NVIDIA announced at #AdoptAI the LightOn platform validation on NVIDIA RTX PRO 6000 Blackwell Server Edition GPUs, bringing sovereign, high-performance Private AI directly to operational environments.

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🦋 RAG is not dead. It’s just getting smarter. It’s time to move past “dump everything in context” and into multimodal retrieval that actually knows when, what, where and how to fetch. 📉 Lower cost ⚡ Faster latency 🤖 Better precision

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👨‍🍳 From in-house cooking to #CIKM2025 in Seoul! PyLate is trailblazing the Multi-Vector ecosystem for smarter Retrieval! 📅 Don’t miss the Poster Session: November 11, 17:45 – 19:30 (Korea Standard Time) ➡️ Poster 190 #CIKM2025

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🚀 LightOn × BearingPoint 💻 Webinaire IA souveraine et secteur public : de l’innovation aux résultats concrets 📅 Jeudi 16 octobre 2025 | 09:00 CEST Dans un contexte de sécurité renforcée et de ressources limitées, l’IA souveraine est le levier clé pour moderniser le secteur public.

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J2 à BiG DATA & Ai PARIS 📌 Retrouvez-nous stand B38 toute la journée et Salle de Conférence 1 à 16h55 pour le RETEX LightOn x Sodern : 🎙️ Comment déployer une IA générative + pipeline RAG air-gapped dans un environnement industriel sensible.

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#BigData & AI Paris bat son plein ! 🚀 Déjà de belles rencontres et démos en continu sur notre stand B38 📍 Venez découvrir le futur de l'IA en entreprise : 🔎 Enterprise Search nouvelle génération 🛡️ IA 100% privée ⚙️ Managed RAG clé en main 🤖 Agents intelligents pour vos équipes

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