Retrievers in LangChain: Data Sources, MMR & Contextual Compression

Understand how retrievers work in LangChain, explore different retriever types, and learn how to use MMR and Contextual Compression to improve relevance, diversity, and efficiency in RAG pipelines.

January 23, 2026 · 6 min · 1093 words · Nirajan Khatiwada