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[Docs] Add Self Query Tutorial #1184

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[Docs] Add Self Query Tutorial #1184

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@davidmyriel davidmyriel commented Sep 18, 2024

@davidmyriel davidmyriel added the do not merge For release on a specified date label Sep 18, 2024
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### Step 6: Self-Query Retrieval in Action

Let’s use **self-query retrieval** to allow the system to infer relevant filters and conditions from a natural language query. Suppose we want to find US wines priced between $15 and $30 with a rating (points) above 90. Instead of manually constructing the query, the system will automatically parse these constraints.
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I found this to be a problem.
The tutorial doesn't show how to infer these filters at all.

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