Nov. 15, 2023, 9:57 p.m. | /u/ian4321

Machine Learning

The OpenAI RAG system struggled with multiple documents, showing inconsistent performance with our evaluation framework. However, performance improved markedly when all documents were uploaded as a single document. Despite current limitations, such as a 20-file limit per assistant and challenges in handling multiple documents, there is significant potential for improvement. Enhancing the Assistants API to match GPT quality and reducing restrictions could make it a leading RAG solution.


api assistant assistants challenges current document documents evaluation framework limitations machinelearning multiple openai per performance rag

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