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Retrieval Augmented Generation

From Generic to Domain-Smart: Tailoring Embeddings for High-Performance Business Search

1. Strategic Context and Challenges Modern answer engines look simple from the outside: a user asks a question, and the system returns a grounded answer. But before the language model can write anything useful, the system must first retrieve the right sources from the enterprise knowledge base. If the right sources are not selected, the answer engine is already limited, no matter how powerful the language model is. In most

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Software testing

Software testing hyper automatization with Artificial Intelligence

Nowadays, societies evolve at a fast pace. These evolution involve changes in our tools. It’s the case with software, they must evolve and stay updated to answer our needs. But, how to make sure software answer our needs despite evolution? A popular and effective way is testing. A test will check a software behavior to

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interoperability illustration

BL.MOM Connector Generation – Part 2

Figure 1. Global architecture of BL-MOM Connector Generator Figure 2. Interoperability contexts catalogue Figure 3. Creating a new connector Figure 4. Integrated AsyncAPI editor and schema documentation Figure 5. Generated message schema documentation – according to the AsyncAPI specification Figure 6. Manually written code on the left side Vs generated code on the right side

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International world flag

Migrating internationalization files

During my Ph.D. migration project, I consider the migration of several GUI aspects: Visual, Behavioral and Business. These elements are the main ones. When perfectly considered, you can migrate the front-end of any application. But, we are missing some other stuff 😄 For example, how do you migrate i18N files? In this post, I’ll present how to build a simple migration tool to migrate I18N files from .properties (used by Java)

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Incremental-properties

How to apply Christoffel-Darboux kernel on online anomaly detection with few parameterization

Incremental properties Kevin Ducharlet is Ph.D. Candidate in the DRIT team. Since a year and a half, he started his thesis entitled: “Certification and confidence in sensor data: detection of outliers and abnormal values in time series.” Sensor data are generated using devices which measure a physical asset’s behaviour. These informations can be used to

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canopy, green, leaves-2552954.jpg

🇫🇷 EcoConception numérique: Fiches pratiques pour les Product Owners, les développeurs, les DevOps

L’actualité nous le répète sans cesse mais le numérique dans son ensemble est un des secteurs d’activité les plus polluants dans le monde. 4% des émissions de GES mondiales sont dues au numérique soit plus que l’aviation civile mondiale ! Il est donc fondamental de modifier nos habitudes de consommation et de production pour limiter

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Project illustration

Combining cultural probes and interviews with caregivers to co-design a social mobile robotic solution

Demographic changes go together with an increase in the number of older adults whose life expectancy is higher than in previous years. An increase in age is often correlated with the presence of chronic diseases or polypathologies affecting autonomy. When the autonomy of the elderly person deteriorates, medical prescription allows access to health services and

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Representing front-end of Applications in a nutshell

For the last 4 years, I worked with the migration team of the DRIT on the Graphical User Interface (GUI) migration problem. We published several papers and successfully migrated applications based on different GUI frameworks. Today, we’ll see together how we perform such a great project. In short, I’ll present you the Model-Driven Engineering and

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Intelligent Document Processing (IDP) a key component to the end-to-end automation of business processes

Company data is a key part of decision making, but unfortunately, much of this data is in an unstructured format: PDF documents, JPG scans, emails, etc. This unstructured representation is difficult to exploit by the machine, which complicates the automation of business processes. Intelligent Document Processing (IDP) captures, extracts, and processes data from a variety

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🇫🇷 Frugalité : Pour un numérique qui minimise son impact écologique

Nous savons maintenant que l’épuisement des ressources de la planète et le gaspillage énergétique mettent en péril nos modes de vies, notre santé et notre économie.  Le numérique que nous produisons, vendons ou utilisons n’a de virtuel que les interfaces avec lesquelles nous interagissons. Ses impacts sur notre monde sont bien réels et menacent l’équilibre

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Sophie de Thoré guest on Pari ETI on BFM Business: Innovation, Growth and Digital Transformation

The digital transformation of public and private organisations, business resilience in the face of economic change, and responsible innovation were the focus of discussions on the Pari ETI programme broadcast on BFM Business. On this occasion, Sophie de Thoré spoke on behalf of Berger-Levrault, alongside Jérôme de Lavergnolle (Saint Louis), Jean-Luc Gunéard (LPR) and Augustin

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A New Milestone in Building a European AI Ecosystem for Industry

Last Friday marked a significant step forward for the European ecosystem of artificial intelligence applied to industry. After more than a year of close collaboration, the report resulting from the Franco-German dialogue on industrial AI was officially presented to French and German authorities during a dedicated forum held at the Ministry of Economy. This initiative,

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Camille Dupré Ph.D. thesis defense: “Pad-based Interaction in Mixed Reality environments”

Thursday 18th December at 2p.m. Paris time, Camille Dupré, Ph.D. Candidate has defended her thesis named “Pad-based Interaction in Mixed Reality environments”. Her thesis defense took place at the LISN, in Gif-sur-Yvette (660 Av. des Sciences Bâtiment, 91190), France. Take a look at the summary below. Summary Mixed Reality (MR) environments integrate virtual elements into

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Nihed Bendahman Ph.D. thesis defense: “Evaluation and mitigation of hallucinations in automatic summarization in the specific context of legal documents”

Monday 15th December at 2p.m. Paris time, Nihed Bendahman, Ph.D. Candidate has defended her thesis named “Evaluation and mitigation of hallucinations in automatic summarization in the specific context of legal documents”. Her thesis defense took place at the IRIT Research Laboratory, in Toulouse, France. Take a look at the summary below. Summary Legal monitoring is a

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Berger-Levrault strengthens its ties with AI startups!

We are proud to announce that we have joined Hub France IA, the largest association dedicated to artificial intelligence in France. This network now brings together more than 250 members—companies, startups, research laboratories, and institutions—who share the same goal: to accelerate the development and adoption of AI in France and Europe. Getting closer to the

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Celebrating New PhDs from the BL.Research Team!

At Berger-Levrault, research is more than a mission—it’s a shared adventure. As the new academic year begins, we are proud to celebrate the success of four of our colleagues from the BL.Research team, who have reached a major milestone in their scientific journeys: the defense of their doctoral theses. These achievements are the result of

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