Weaviate Knowledge Cards

Unlock the power of vector search. Our guides will help you conquer vector embeddings and build better AI applications.

Knowledge Cards / Advanced RAG Techniques / Autocut

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.