Path icon Learning Paths
Skills

Retrieval Augmented Generation (RAG) for Developers

  • Number of Courses12 courses
  • Duration4 hours
  • Skill IQ available Skill IQ

Retrieval Augmented Generation (RAG) is an AI technique that combines the power of large language models with external knowledge retrieval to enhance the accuracy and relevance of generated content.

This path covers everything from modular RAGs and fine-tuning strategies to the role of vector space models and embeddings. The path also explores query understanding and expansion strategies, relevance ranking mechanisms, and techniques for integrating knowledge bases and external data sources.

Join our learners and upskill
in leading technologies