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Advanced RAG Techniques
Autocut
Autocut is a method to filter out irrelevant information retrieved from the database, which can otherwise mislead the LLM and cause hallucinations. It identifies a cutoff point where similarity scores drop significantly, excluding less relevant objects to ensure only the most pertinent information is used.
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