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• 2024.01.10 Recording (Passcode: P#69H5dm) Slides

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• 2024.02.07 Recording (Passcode: L58@v7Dg) Slides | Slides from the talk by Sebastian Lobentanzer

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• 2024.03.20 Recording (Passcode: LZ!jZT4z) Slides | Architecture diagram in Draw.io | Architecture diagram PNG file

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• 2024.04.17 Recording (Passcode: Yn2!5qJK) Slides | Slides from the talk by Jon Stevens

• 2024.05.01 Recording (Passcode: 54MvxsP#) Slides

Lessons Learned

• The highest risk item is generation of the structured query (Cyphrer or SPARQL) from a plain English request. Some publications estimate success rate of about 48% on the first attempt.

• The structure of the database used for queries matters. LLMs can easier produce meaningful structured queries for databases with flat, simple structure.

• Practically useful system requires filtering or secondary mining of output in addition to natural language narration.

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