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From this code, you may know that the question is searched towards nodes from the vector index and retrieves the top k similarity nodes. The retrieved Nodes are supplied to LLM with Prompt and Query

https://aoifehgld048817.blognody.com/30120168/examine-this-report-on-retrieval-augmented-generation