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Knowledge Cards / Advanced RAG Techniques / Query Expansion

Advanced RAG Techniques

Query Expansion

Query Expansion focuses on broadening the original query to capture more relevant information. This involves using an LLM to generate multiple similar queries based on the user's initial input. These expanded queries are then used in the retrieval process, increasing both the number and relevance of retrieved documents.