

RAG Retrieval-Augmented Generation

What you'll learn
The CBX experience delivers outcomes that matter at scale.
End-to-end RAG workflow.
Data ingestion and chunking basics.
Embeddings and vector search.
Retriever and chain design.
Hallucination reduction methods.
RAG evaluation and monitoring.
Skills you'll gain
Packed with useful features
The CBX experience delivers outcomes that matter at scale.
Context-Aware Retrieval
Finds the most relevant chunks from your documents before generation, so answers stay grounded in real sources instead of guesswork.
Hallucination Reduction
Uses retrieved evidence to improve factual accuracy and significantly lower unsupported or fabricated responses in production use cases.
Live Knowledge Updates
Lets you update system knowledge by refreshing documents/indexes without retraining the base model, making maintenance faster and cheaper.
Traceable Responses
Enables source-linked outputs and evaluation workflows, helping teams verify answers, audit behavior, and improve trust in AI responses.

Earn a Verified Certificate of Completion
The CBX experience delivers outcomes that matter at scale.
