An experiment comparing information retrieval performance between Open AI's Assistants API's RAG, GPT-4 Turbo (with context window stuffing) and Llama Index with GPT4.
Pretty striking results, especially when it comes to how the Assistants API beats Llama Index and how useless context-window stuffing is.
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[ 8.4 ms ] story [ 19.1 ms ] threadPretty striking results, especially when it comes to how the Assistants API beats Llama Index and how useless context-window stuffing is.