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travel_talk's Introduction

실시간 대화 요약 & 컨텐츠 추천 봇: TravelTalk

1. Introduction

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Members

팀원1 팀원2 팀원3 Lynxzdevk (ME) 팀원5
Git Badge Git Badge Git Badge Git Badge Git Badge

Contribution

  • 팀원1   Front/Back-end 구현 • ElasticSearch 구현
  • 팀원2   Product Manager(PM) • Dialogue summarization 고도화
  • 팀원3   Dense retriever baseline 학습 및 평가 • ICT 응용기법 학습 및 평가 데이터 제작
  • Lynxzdevk (ME)   Front/Back-end 구현 • Dialogue summarization 및 metric 구현
  • 팀원5   Data crawling scheduler 구현 • MongoDB 적용 • Retriever model 구현

Project Tree

|-- app
|   |-- assets
|   |-- src
|   |   |-- elastic
|   |   └-- models
|   |-- templates
|   |-- app.py
|   |-- config.py
|   └-- mongodb.py
|-- train
|   |-- summary
|   └-- retriever
└-- monstache
    └-- mongo-elastic.toml

2. Model

KoBART

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Result

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ColBERT

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Result

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3. Flow Chart

System Architecture

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Pipeline

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4. How to Use

Install Requirements

pip install -r requirements.txt

Getting Started

  • Summary model train
python ./train/summary/train.py
  • Retriever model train
python ./train/retriever/train.py
  • Run chat app with model server

travel_talk's People

Contributors

lnyxzdevk avatar khs0415p avatar papari1123 avatar coderjoon avatar iknocho avatar

Stargazers

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