Smart RAG For Different Types Of Data
AssigneeOracle International Corporation
InventorsAmir Hossein Rezaeian, Vijayalakshmi Krishnamurthy
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AssigneeOracle International Corporation
InventorsAmir Hossein Rezaeian, Vijayalakshmi Krishnamurthy
Estimating the term…
In some embodiments, a system generates a first query to be executed on a first data repository and a second query to be executed on a second data repository based on an initial user query using a first LLM, executes the first query on the first data repository to generate a first set of results, executes the second query on the second data repository to generate a second set of results, merges the first and second sets of results using a second LLM to form a merged set of results, selects a subset of the merged set of results based on a comparison of the merged set of results to the initial user query, generates a prompt based on the initial user query and the subset of the merged set of results, and submits the prompt to a third 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.