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What OpenAI API calls allow sending these small chunks? When you query something like "What is this research about?" is it able to use data from all chunks?
by wufufufu 4y ago
What OpenAI API calls allow sending these small chunks?
When you query something like "What is this research about?" is it able to use data from all chunks?
- naveedjanmo 4y agoIt's just the GPT-4 API - the chunks are sent as part of a prompt. In that case it won't use data from all chunks but it will try to find any chunks that provide descriptions of the document. I've found with research papers, for example, it fetches parts of the introduction and abstract.
- wufufufu 4y agoOh so there is pre-processing to find the useful portions? What are you using for the pre-processing? I feel that it's inevitable that OpenAI et al. will be able to handle large PDF documents eventually. But until then I'm sure there's a lot of value of in this kind of pre-processing/chunking.
- naveedjanmo 4y agoYeah I think you're right - the 32k context window for GPT-4 (not available for everyone yet) is already enough for research papers. I'm using a library called Langchain, there's also LlamaIndex.