Building Advanced RAG Systems
Learn how to construct advanced Retrieval-Augmented Generation (RAG) systems for high-stakes applications in finance, law, and healthcare with expert guidance.
Contact Us for Incompany Training
Our in-company training programs are fully customizable to meet your organization’s unique needs. Reach out to discuss how we can help your team grow.
Contact our teamWhat will you learn?
This course takes your RAG knowledge to the next level by focusing on designing and implementing robust, scalable systems. You will gain expertise in creating architectures that handle complex data retrieval and multi-document summarization for high-stakes fields such as finance, healthcare, and legal research. With case studies and hands-on labs, you will understand the challenges and solutions in deploying RAG systems. Learn to optimize contextual retrieval, improve summarization techniques, and build applications with tools like FastAPI, Hugging Face Transformers, and Elasticsearch. By the end of the course, you will be equipped to deliver mission-critical RAG solutions with confidence.
Key takeaways
- Build scalable RAG systems for critical applications
- Master advanced retrieval and summarization techniques
- Gain hands-on experience with FastAPI and Elasticsearch
Program
- Architecting Advanced RAG Systems: Design robust, scalable frameworks for high-stakes use cases.
- Enhancing Contextual Retrieval: Learn techniques to improve precision and relevance in data retrieval.
- Advanced Summarization Techniques: Tackle complex multi-document summarization challenges.
- Case Studies: Analyze real-world applications in healthcare, law, and finance.
- Hands-on Labs: Develop, optimize, and deploy advanced RAG systems.
Who is it for?
This training is ideal for experienced AI professionals, architects, and developers who want to specialize in high-stakes RAG applications. It is designed for those working in mission-critical fields such as finance, healthcare, and legal research.
Requirements
Basic knowledge of the topic is beneficial.
Why should I do this training?
Advanced techniques
Learn cutting-edge RAG methods for critical applications.
Real-world relevance
Tackle real challenges in finance, law, and healthcare.
Hands-on projects
Build deployable RAG systems with expert tools.
What does it look like?
What else
should I know?
After registering, you will receive a confirmation email with practical information.
See you soon!
Course information
Available remotely or in-person
Duration: 14-16 hours
Hands-on exercises with real repositories
Includes FastAPI and Python modules
Real-world use case analysis
Certification awarded upon completion
Incompany Request
Empower your team with our tailored in-company training solutions. Customized to meet your organization’s specific needs, our experts will help your team master the skills they need to excel.
Use this form to request this course, and our sales team will get in touch with you as soon as possible to discuss your needs and customize the training for your organization.
Also interesting for you
View all training coursesDive into the world of data science through data analysis and machine learning. Sign up for Data Science with Python (Certified).
Learn exactly how Docker containers work — how to build them, how to place your applications in them and how to run them.
Delve into the world of Large Language Models (LLMs) and state-of-the-art generative AI.
