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Fine-tuning vs RAG vs Prompting: When to Use What
Last Updated: December 10, 2025
Ashish Pratap Singh
7 min read
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Fine-tuning vs RAG vs Prompting: When to Use What...
The Three Approaches at a Glance
Approach 1: Prompting
Approach 2: RAG (Retrieval-Augmented Generation)...
Approach 3: Fine-tuning
The Key Differences
The Decision Framework
Combining Approaches
Common Mistakes
Quick Reference Guide
Summary
Further Reading
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