VAHU: Visionary AI & Human Understanding

Tag: retrieval-augmented generation

13May

Retrieval-Aware Transformers: How Native RAG Changes LLM Architecture

Posted by JAMIUL ISLAM — 0 Comments
Retrieval-Aware Transformers: How Native RAG Changes LLM Architecture

Explore how retrieval-aware transformers natively integrate RAG into LLMs, solving static knowledge limits and reducing hallucinations through dynamic attention and external data grounding.

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21Mar

Evaluating RAG Pipelines: How Recall, Precision, and Faithfulness Shape LLM Accuracy

Posted by JAMIUL ISLAM — 9 Comments
Evaluating RAG Pipelines: How Recall, Precision, and Faithfulness Shape LLM Accuracy

Evaluating RAG pipelines requires measuring recall, precision, and faithfulness to prevent hallucinations and ensure accurate responses. Learn how to test each component and balance metrics for real-world reliability.

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