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Integrate HyDE (Hypothetical Document Embeddings) #25

@frederickmannings

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@frederickmannings

Is your feature request related to a problem? Please describe.
Improve information retrieval by integrating HyDE. Thias process works by generating fictious documents in the hope that the target document looks similar. Thereby easy matching similar information in the datastore.

Describe the solution you'd like
HyDE integrated into the retreival stage in a performant manner.

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