Detail kurzu

Retrieval Augmented Generation (RAG) Introduction (RXM403)

EDU Trainings s.r.o.

Popis kurzu

Learn about Large Language Models (LLM) and how RAGs combine generative and retrieval-based AI models to extend the already powerful capabilities of LLMs. Get the knowledge you need about how a RAG works and how it’s assembled from component parts.
Key Benefits for You:

Live, instructor-led hands-on labs
Develop unique skills
Use RAG to refine LLM outputs The Linux Foundation has partnered with the AI/ML experts at rx-m to offer this course to the community.
With hands-on labs, you will develop a RAG using existing LLM and AI tools and apply RAG techniques to designs to solve problems.
How will this course benefit me?




Harness the Power of LLMs
Gain Competitive Skills with RAGs
Advance Your Career

Obsah kurzu

Module 1: LLM Overview


Lab: Building an LLM Endpoint

Module 2: RAG Overview




Lab: Data Collection and Chunking

Module 3: Vector Databases and Embedding




Lab: Creating Embeddings and Ingesting Data

Module 4: RAG Techniques and Enhancements




Labs: Building the Final RAG Solution

Cieľová skupina

AI/ML Developers. Software & Data Engineers, IT and QA Staff. Technical Managers and more!
Certifikát Na dotaz.
Hodnotenie




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