#llm-retrieval

Articles tagged with #llm-retrieval

Document Order and Retrieval Strategies for Enhanced LLM Performance
Language models often struggle to use information in the middle of long input contexts, and that performance decreases as the input context grows longer. In a recent paper by NF Liu et. al, they discovered to get the best results with RAG (Retrieva...
Oct 7, 20231 min read148
No, you don’t need vector search to build your RAG
The Retrieval-Augmented Generation (RAG) framework enhances the quality of the Large Language Model (LLM) generated responses by grounding them on external sources, reducing hallucinations or fabricated information. Significantly, RAG allows for the ...
Oct 7, 20231 min read125