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feat(document-search): LLM-based query rephraser #95

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akotyla opened this issue Oct 14, 2024 · 0 comments · Fixed by #115
Closed

feat(document-search): LLM-based query rephraser #95

akotyla opened this issue Oct 14, 2024 · 0 comments · Fixed by #115
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@akotyla
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document search Changes to the document search package feature New feature or request
Milestone
Ragbits 0.2

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@akotyla
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akotyla commented Oct 14, 2024 •
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Feature Description

Add an LLM-based query rephraser that returns a single paraphrased version of a user's query, correcting typos and improving clarity. Users can also provide custom prompts, such as specific instructions for handling abbreviations or context, to guide the rephrasing process.

Motivation

This feature improves query accuracy by rephrasing it for better document matching while allowing users to tailor the rephrasing based on specific needs.

Additional Context
@akotyla akotyla added this to ragbits Oct 14, 2024
@akotyla akotyla converted this from a draft issue Oct 14, 2024
@akotyla akotyla added feature New feature or request document search Changes to the document search package labels Oct 14, 2024
@akotyla akotyla self-assigned this Oct 14, 2024
@akotyla akotyla moved this from Backlog to Ready in ragbits Oct 14, 2024
@akotyla akotyla removed their assignment Oct 14, 2024
@mhordynski mhordynski added this to the Ragbits 0.4 milestone Oct 14, 2024
@akotyla akotyla linked a pull request Oct 17, 2024 that will close this issue
feat(document-search): LLM-based query rephraser #115
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@github-project-automation github-project-automation bot moved this from In review to Done in ragbits Oct 23, 2024
@mhordynski mhordynski modified the milestones: Ragbits 0.4, Ragbits 0.2 Oct 23, 2024
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Assignees

@akotyla akotyla

Labels
document search Changes to the document search package feature New feature or request
Projects
ragbits
Status: Done
Milestone
Ragbits 0.2
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feat(document-search): LLM-based query rephraser deepsense-ai/ragbits
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@mhordynski @akotyla