Learning Paths
Skills
Retrieval Augmented Generation (RAG) for Developers
- 12 courses
- 4 hours
- 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.
Courses in this path
Retrieval Augmented Generation (RAG) for Developers
Watch the following courses to get learning about Retrieval Augmented Generation!