9 RAG Techniques That Actually Improve Retrieval Quality

<h1> Beyond Vector Search: Why GraphRAG is the Next Frontier for LLMs </h1> <p>For the past year, the industry standard for augmenting LLMs has been <strong>Retrieval-Augmented

<!-- SC_OFF --><div class="md"><p>We spent the last year building a code indexing system and tried pretty much every retrieval approach along the way. Sharing what actually worked

<p><em>We stopped measuring retrieval quality by how many tokens we could fit into the prompt.</em></p> <p>When long-context models became available, many of us made the same

arXiv:2604.04936v1 Announce Type: cross Abstract: Retrieval-Augmented Generation (RAG) systems critically depend on effective document chunking strategies to balance retrieval