A practical intro to RAG systems
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İSTÜN AI Studio
The most practical fix for the "knowledge cutoff" problem in LLMs. Instead of retraining, we feed external sources into the model at runtime.
text-embedding-3-small or bge-base.Make sure the produced answers cite their sources. In our version every sentence is tagged with a <doc-id> and the UI shows the source on hover.