Six RAG implementation strategies based on data and query patterns

Retrieval-Augmented Generation effectiveness depends on data freshness, corpus churn, and query types rather than complex stacks. Strategies range from simple full-text search for keyword queries to embedding-based semantic search for conversational patterns.