Choosing the Right RAG Strategy A Complete Decision Guide to Chunking, Agentic RAG, and GraphRAG

📰 Dev.to · Seenivasa Ramadurai

Learn how to choose the right RAG strategy for your pipeline, including chunking, agentic RAG, and GraphRAG, to improve performance and efficiency

intermediate Published 20 May 2026

Action Steps

Evaluate your pipeline requirements using chunking, agentic RAG, and GraphRAG
Assess the trade-offs between latency, throughput, and complexity for each strategy
Configure a chunking RAG pipeline to optimize data processing
Implement agentic RAG to enable autonomous decision-making
Test and compare the performance of different RAG strategies

Who Needs to Know This

Data engineers, data scientists, and ML engineers can benefit from this guide to optimize their RAG pipelines and improve decision-making

Key Insight

💡 The choice of RAG strategy depends on the specific requirements of your pipeline, including latency, throughput, and complexity