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Training Corrective RAG - Make AI Reliable for Your Startup

Ref: PGU232
10 people max.
From $3,465 HT / per person
Pay in 3 installments · On-site on request · +$540 with certification exam
3 days
Remote

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Learning objectives

  • Master the fundamentals of Corrective RAG in certified professional training
  • Develop skills to detect and correct AI errors in your business
  • Design reliable RAG pipelines tailored to entrepreneurial needs
  • Implement Corrective RAG with open-source tools for high-performing chatbots
  • Optimize AI responses to reduce hallucinations and gain credibility
  • Deploy corrective RAG solutions in production for agile startups
  • Acquire a certification proving your entrepreneurial AI skills

The Learni story

Founded by engineers and learning experts, Learni's mission is to make high-impact tech training accessible to teams everywhere. We work remotely with organizations across the US and Canada, in your time zone, to help teams upskill fast.

Don't let this gap widen

Why this program matters

  • 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.

Allan BUSI
Allan BUSI

Learni trainer · AI expert

73%productivity gap
×3cost of inaction

Program

Module 1Corrective RAG: Fundamentals and Error Detection (Python, LangChain, Critical Evaluation)

Discover the basics of Retrieval-Augmented Generation and its common limitations like hallucinations, through practical exercises on real datasets. Install essential tools such as LangChain and FAISS, analyze typical error cases in generative AI, and develop your first automatic detection script. Share feedback in group to anchor concepts, prepare deliverables like an error analysis report, while integrating concrete entrepreneurial examples for client chatbots.

Module 2Corrective RAG: Implementation and Automated Correction (LLM, Reranking, Self-Correction)

Dive into correction mechanisms with reranking and self-reflection techniques, coding complete pipelines in Jupyter Notebook. Test on freelance scenarios like virtual assistants for e-commerce, integrate LLMs like Llama to validate responses, and measure improvement via precise metrics such as factual accuracy. Perform collaborative exercises, debug live with the trainer, produce a functional prototype ready for your startup, and explore optimizations to scale in business.

Module 3Corrective RAG: Deployment and Entrepreneurial Cases (API, Streamlit, Production Monitoring)

Apply Corrective RAG to real business creation projects, such as chatbots for qualified leads or AI customer support. Deploy via Streamlit and FastAPI, set up monitoring with LangSmith to track live performance, and simulate high loads. Present your case study in a startup pitch, receive expert feedback, finalize a certifying portfolio with source code and demo, and plan integration into your freelance or entrepreneurial activity for immediate ROI.

Evaluation method

  • Daily interactive quizzes on Corrective RAG concepts
  • Practical case studies with personalized feedback
  • Final entrepreneurial project evaluated by certified experts

Learning method

  • Active methods through concrete projects and live coding
  • Individualized pedagogical support in synchronous remote format
  • Lifetime access to video resources and notebooks
  • Alumni community for post-training exchanges

Methods, materials and delivery

The Training Corrective RAG - Make AI Reliable for Your Startup program is delivered onsite or remote (blended-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.

Equipment required

For the smooth delivery of the Training Corrective RAG - Make AI Reliable for Your Startup program, the following equipment is required:

  • Mac or PC computers, high-speed fiber internet, whiteboard or flipchart, projector or interactive touch screen (for remote sessions)
  • Training environments installed on workstations or accessible online
  • Course materials, hands-on exercises and complementary resources
  • Post-training access to materials and educational resources

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.

* contact us for remote delivery feasibility** ratio varies depending on the program

Skills assessment methods

Assessment of skills acquired during the Training Corrective RAG - Make AI Reliable for Your Startup program is performed through:

  • During training: case studies, hands-on labs and professional scenarios
  • End of training: self-assessment questionnaire and skills evaluation by the trainer
  • After training: completion certificate detailing acquired skills

Program accessibility

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.

Enrollment terms and lead times

Registration is possible up to 48 business hours before the start of training. All our programs are built for corporate L&D budgets and delivered onsite or remotely.

Our method

Training quality, guaranteed at every step

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.

Step 1

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.
Step 2

You meet the trainer beforehand

30-minute video call between you and the selected trainer to validate the fit, adjust content and clear any final doubts.

  • Live briefing on goals and team context.
  • Veto right — we swap the trainer for free if needed.
Step 3

Content tailored to your context

No recycled slides. The syllabus is reworked from your real cases: tools, constraints, vocabulary, ongoing projects.

  • Hands-on cases drawn from your stack and projects.
  • Program co-written then validated by your team.
Step 4

Continuous quality follow-up

Live evaluations, 30/90/180-day check-ins and a consolidation plan. If the impact misses the mark, we rework it.

  • NPS, knowledge quizzes and skills self-assessment.
  • Satisfaction guarantee: fully satisfied or free rework.

A simple promise: you don't pay to discover the trainer on day one. Everything is validated upfront, by you.

FAQ

Frequently asked questions

How much does the Training Corrective RAG - Make AI Reliable for Your Startup training cost?+
The individual price is $3,465 (USD). A detailed quote is sent within one business day.
How long is the Training Corrective RAG - Make AI Reliable for Your Startup training?+
The training lasts 3 journées, available live online (US time zones) or on-site at your offices.
How is this training paid for?+
Most US teams pay directly through their company (L&D or training budget). We invoice in US dollars and accept bank transfer (ACH/wire) or card, with volume pricing for teams. A purchase order is welcome.
Are there any prerequisites?+
Python basics, notions of generative AI, computer with stable internet, no prior RAG experience
Is a certificate delivered at the end?+
Yes. A Learni completion certificate is issued, along with the individual evaluation report.
Does Learni provide the equipment?+
No. A computer and stable internet connection are required for the participant. Learni provides the educational platform, the trainer and all course materials.
On-site & remote

This training across cities

Available on-site and remotely. Pick your city to see the local training center.

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