Rigorous trainer selection
Each trainer is validated on three criteria: hands-on field expertise, proven pedagogy and alignment with your industry.
- Triple validation: technical, pedagogical, sectoral.
- Minimum rating 4.8/5 over the last 12 sessions.
Describe your need, get a tailored program and a pre-filled quote in 3 min. A 100% free call with an advisor.
Founded by passionate learning and innovation experts, Learni's mission is to make professional training accessible to everyone, anywhere in the world. Our team operates in major hubs — London, New York, Boston — and internationally, to support talents and organizations in upskilling.
Don't let this gap widen
Without this upskilling, your team accumulates a technological gap that translates directly into productivity loss.
Organizations that don't train their talents on key topics see their competitiveness drop.
Every quarter without training is a gap widening with competitors who invest.
The cost of inaction quickly exceeds that of well-targeted training.
In-depth analysis of common RAG failures such as hallucinations and imprecise retrieval, hands-on with diagnostic tools (RAGAS, DeepEval, TruLens), evaluation of existing pipelines on real enterprise datasets, practical exercises to quantify errors using metrics like faithfulness and answer relevance, development of an initial diagnostic report applied to your red thread project, immediately highlighting potential precision gains.
Immersion in self-reflective techniques for RAG, configuration of critic models (GPT-4o, Llama-3) for self-evaluating responses, development of adaptive prompts to correct semantic drifts, practical workshops on LangChain to integrate reflection loops, tests on concrete enterprise cases such as customer chatbots, production of a functional corrective RAG prototype boosting reliability by 40%, with personalized code review by the trainer.
Exploration of advanced rerankers to refine retrieval, integration of Cohere Rerank and hybrid ColBERT models into RAG pipelines, optimization of embeddings with corrective fine-tuning, exercises on massive datasets simulating enterprise loads, implementation of retrieval ensembles to minimize false positives, development of a deployable reranking module for your project, demonstrating precision gains up to 60% in real conditions.
Design of human-AI feedback loops to iterate on corrective RAG, implementation of active learning with tools like Argilla, knowledge distillation for lightweight models, horizontal scaling via vector stores (Pinecone, Weaviate) with dynamic corrections, practical workshops on high-load enterprise scenarios, development of a self-improving system on the red thread project, proving a 50% reduction in operational costs while maintaining professional expertise.
Production deployment of corrective RAG pipelines with Docker and Kubernetes, setup of monitoring (Prometheus, LangSmith) to track drifts in real-time, comparative A/B testing on business metrics, securing against prompt injection attacks, finalization of the red thread project with complete deliverables (code, dashboard, report), certification session via enterprise scenario simulation, ensuring immediate integration and rapid ROI.
The Training Corrective RAG - Eliminate AI Hallucinations program is delivered onsite or remote (blended-learning, e-learning, virtual classroom, remote presence). At Learni, an industry-certified training organization, every program is built to maximize skills acquisition regardless of the chosen format.
The trainer alternates between demonstrative, interrogative and active methods (through hands-on labs and/or scenarios). This pedagogical approach guarantees concrete learning that's immediately applicable at work.
For the smooth delivery of the Training Corrective RAG - Eliminate AI Hallucinations program, the following equipment is required:
For intra-company training on a site outside Learni, the client commits to providing all required teaching materials (computers, internet, etc.) for the smooth delivery of the program in line with the prerequisites in the communicated program.
Assessment of skills acquired during the Training Corrective RAG - Eliminate AI Hallucinations program is performed through:
Learni is committed to making its programs accessible. All our programs are accessible to people with disabilities. Our teams are available to adapt the pedagogical methods to your specific needs. Please contact us for any adjustment request.
Learni programs are available inter-company and intra-company, onsite or remote. Enrollments are possible up to 48 business hours before the program starts. Our programs are eligible for corporate funding paths. Contact us to discuss your training project and funding options.
« cool, j'ai appris des trucs »
« j'etais perdu au debut mais Ramy Saharaoui m'a pas laché, il a pris le temps. merci vraiment »
« la formation dev etait intense mais grave bien. merci Anthony Khelil »
« 😊👍 »
« bien 👍 »
« Allan Busi t'es au top, continue comme ça. formation géniale »
« cool, j'ai appris des trucs »
« j'etais perdu au debut mais Ramy Saharaoui m'a pas laché, il a pris le temps. merci vraiment »
« la formation dev etait intense mais grave bien. merci Anthony Khelil »
« 😊👍 »
« bien 👍 »
« Allan Busi t'es au top, continue comme ça. formation géniale »
« cool, j'ai appris des trucs »
« j'etais perdu au debut mais Ramy Saharaoui m'a pas laché, il a pris le temps. merci vraiment »
« la formation dev etait intense mais grave bien. merci Anthony Khelil »
« 😊👍 »
« bien 👍 »
« Allan Busi t'es au top, continue comme ça. formation géniale »
Before, during, after: we frame the brief, introduce the trainer, tailor the content and measure impact. You stay in control from kickoff to wrap-up.
Each trainer is validated on three criteria: hands-on field expertise, proven pedagogy and alignment with your industry.
30-minute video call between you and the selected trainer to validate the fit, adjust content and clear any final doubts.
No recycled slides. The syllabus is reworked from your real cases: tools, constraints, vocabulary, ongoing projects.
Live evaluations, 30/90/180-day check-ins and a consolidation plan. If the impact misses the mark, we rework it.
A simple promise: you don't pay to discover the trainer on day one. Everything is validated upfront, by you.
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Design GraphiqueIndustry-certified30 minutes with a learning advisor. No commitment. No sales pitch dressed up as a demo.