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LLMs Need a Good Retriever

·82 words·1 min
Jettro Coenradie
Author
Jettro Coenradie
Software architect and search enthusiast. I write about AI, search, cloud, and software development.

Publication details
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  • Publication: Java Magazine 01/2025
  • Type: Magazine article
  • Pages: 6-8
  • Publisher: NLJUG

About the article
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This article uses a chatbot for the J-Fall conference program to explain why a large language model needs a good retriever. It covers embeddings, chunking and retrieval strategies, precision and recall, contextual accuracy, answer completeness, and practical ways to improve a RAG system.

The subtitle is Building the bridge between data and insight.

Reference
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