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Retrieve 성능 향상 #46

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Open
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ehddnr301 opened this issue Apr 13, 2025 · 1 comment
Open
2 tasks done

Retrieve 성능 향상 #46

ehddnr301 opened this issue Apr 13, 2025 · 1 comment
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enhancement New feature or request retrieval The mechanism responsible for fetching relevant table and column information to enhance SQL generati
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Mission: Version ...

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@ehddnr301
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ehddnr301 commented Apr 13, 2025 •
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Why❓

  • 현재 Retrieve는 단순 유사도 기반으로 작동하고 있어 의미적 정합성이 낮은 결과도 상위에 노출될 수 있음

How ❓

  • 사용자 요청 시 Reranker를 활성화하여 Retriever 결과를 후처리
  • Reranking 기능은 체크박스 or selectbox 등을 통해 Front에서 On/Off 가능하게 구성

What ❓

  • Reranker 기능을 도입하여 검색 결과의 품질을 향상
  • Streamlit에서 사용자가 Reranker 사용 여부를 선택할 수 있도록 인터페이스 추가
@ehddnr301 ehddnr301 added the enhancement New feature or request label Apr 13, 2025
@ehddnr301 ehddnr301 added the retrieval The mechanism responsible for fetching relevant table and column information to enhance SQL generati label Apr 13, 2025
@ehddnr301 ehddnr301 self-assigned this Apr 13, 2025
@ParkGyeongTae
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Reranker 기능이 효과적으로 자리잡는다면 디폴트 설정이 될 수도 있을까요?

@ehddnr301 ehddnr301 linked a pull request Apr 18, 2025 that will close this issue
Feature/46 retrieve 성능 향상 #52
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@ehddnr301 ehddnr301 mentioned this issue Apr 18, 2025
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ehddnr301 added a commit that referenced this issue Apr 27, 2025
@ehddnr301
feat: retrieval 분리 및 reranker 추가작업
a6d7a76 
#46, #52
@ehddnr301 ehddnr301 mentioned this issue Apr 27, 2025
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enhancement New feature or request retrieval The mechanism responsible for fetching relevant table and column information to enhance SQL generati
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Mission: Version 1.0.0 Complete ✅
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