RAG in Practice — From Chunking to Production Deployment
Practical training on Retrieval Augmented Generation. Covers RAG architecture, chunking strategies (recursive, semantic, agentic), embedding models, vector databases (Pinecone, Weaviate, Chroma), retrieval strategies (similarity, MMR, hybrid), prompt engineering for RAG, evaluation (RAGAS, faithfulness, relevancy), and production deployment.
Why choose this training?
Practical training on Retrieval Augmented Generation. Covers RAG architecture, chunking strategies (recursive, semantic, agentic), embedding models, vector databases (Pinecone, Weaviate, Chroma), retrieval strategies (similarity, MMR, hybrid), prompt engineering for RAG, evaluation (RAGAS, faithfulness, relevancy), and production deployment. This training combines theoretical knowledge with intensive hands-on exercises, enabling participants to immediately apply their skills in daily work. The program is designed and delivered by practitioners with real-world experience.
What you will learn
You will gain comprehensive knowledge and practical skills in rag in practice. The program covers all key aspects from foundational concepts through advanced techniques to real-world implementation patterns.
Through hands-on exercises and realistic scenarios, you will develop the ability to apply learned concepts in your organization. After completing the training, you will have actionable knowledge that translates directly into improved capabilities for your team and organization.
Benefits
- Understand and apply rag in practice
- Design and implement solutions based on best practices
- Evaluate tools and approaches
- Build implementation roadmap
- Integrate with existing processes
- Measure and optimize outcomes
Who is this training for?
Prerequisites
- IT experience or domain expertise
- Basic understanding of AI concepts is helpful
- Willingness to learn and experiment
Training program
Module 1: Practical training on Retrieval Augmented Generation. Covers RAG archi
- Overview and key concepts — Practical training on Retrieval Augmented Generati
- Architecture and design decisions
- Hands-on implementation — workshop
- Configuration and optimization
- Best practices and common pitfalls
- Real-world case studies
Module 2: chunking strategies (recursive
- Overview and key concepts — chunking strategies (recursive
- Architecture and design decisions
- Hands-on implementation — workshop
- Configuration and optimization
- Best practices and common pitfalls
- Real-world case studies
Module 3: embedding models
- Overview and key concepts — embedding models
- Architecture and design decisions
- Hands-on implementation — workshop
- Configuration and optimization
- Best practices and common pitfalls
- Real-world case studies
Module 4: vector databases (Pinecone
- Overview and key concepts — vector databases (Pinecone
- Architecture and design decisions
- Hands-on implementation — workshop
- Configuration and optimization
- Best practices and common pitfalls
- Real-world case studies
Module 5: retrieval strategies (similarity
- Overview and key concepts — retrieval strategies (similarity
- Architecture and design decisions
- Hands-on implementation — workshop
- Configuration and optimization
- Best practices and common pitfalls
- Real-world case studies
Delivery Methods
Online
- Convenience of participating from anywhere
- Interactive live sessions with trainer
- Materials available for 30 days
- No travel costs
On-site
- Direct contact with trainer and group
- Intensive hands-on workshops
- Networking with other participants
- Full focus on learning
Frequently asked questions
Is this training suitable for my level?
This training is at intermediate. Check prerequisites above.
What practical exercises are included?
Hands-on exercises in prepared lab environment with realistic scenarios.
Will I receive a certificate?
Yes — EITT certificate of completion plus comprehensive materials.
Why choose EITT?
500+ experts, 2500+ trainings, 4.8/5 rating. Practitioners with real-world experience.
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Funding Options
Check funding options for your company
Development Services Database
Up to 80% funding for SMEs from EU funds
Check availabilityNational Training Fund
Up to 100% funding for employers
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Interested in this training?
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