MUMBAI, India, Oct. 31 -- Intellectual Property India has published a patent application (202411029657 A) filed by Micro Focus Llc, Wilmington, U.S.A., on April 12, 2024, for 'adaptive chunking.'

Inventor(s) include Luciano, Adam; Mullangi, Vijay; and Sharma, Arun.

The application for the patent was published on Oct. 31, under issue no. 44/2025.

According to the abstract released by the Intellectual Property India: "Systems and methods are provided wherein document content is parsed into sentences, or other structures, and evaluated for similarity to other sentences. The similarity, such as when a consign similarity of two sentences is determined to be greater than a first threshold, is used to place similar sentences into chunks. The sentences are evaluated again based on a second threshold more restrictive than the first threshold. The threshold value is selected to produce a sufficiently flattened distribution of the sizes of the chunks. The sentences may then be re-chunked, and the chunks are then provided to an artificially intelligent language model, such as a large language model (LLM)."

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