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AssigneeOracle International Corporation
InventorsMengqing Guo, Xin Zhang, Zheng Wang, Yazhe Hu, Zhonghai Deng, Tao Sheng
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In some embodiments, a system transforms an initial user query into a first rewritten query using a first query rewriting algorithm, executes a search of a data repository using the first rewritten query to generate a set of results, executes a chunking process on the set of results to generate chunks of data, transforms the initial user query into a second rewritten query using a second query rewriting algorithm, generates corresponding embeddings for the second rewritten query and the chunks of data using a reranking model, selects a subset of the chunks of data based on a comparison of the embeddings for the chunks of data and the embedding for the initial user query, generates a prompt based on the initial user query and the subset of the chunks of data, submits the prompt to a Large Language Model (LLM) to generate a response to the initial user query.
A method performed by at least one device including a hardware processor, the method comprising:
One or more non-transitory computer readable media comprising instructions which, when executed by one or more hardware processors, cause performance of operations comprising:
A system comprising:
Dependencies are inferred from the claim text.