#RAG

3 articles

Article

Prompt Engineering for RAG Pipelines: How to Write Queries That Actually Retrieve the Right Context

Retrieval-Augmented Generation lives or dies on query quality. Most teams get the retrieval wrong, not the generation.

#RAG #retrieval #prompt-engineering

9 min read

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Article

How RAG Works: The Plain-English Guide to Retrieval Augmented Generation

RAG is the most widely used technique in production AI. Here's a clear, jargon-free explanation of how it works, why it matters, and when to use it.

#RAG #retrieval #LLM

6 min read

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Article

Prompt Compression: How to Reduce Context Size Without Losing Quality

Long contexts cost money and degrade performance. Prompt compression techniques let you fit more relevant content into fewer tokens — here's what works in practice.

#prompt compression #context window #cost optimization

6 min read

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