# 충남대학교 산업인공지능 특강

# RAG 챗봇 만들어보기

- 예제: [https://huggingface.co/spaces/JUNGU/talktosayno](https://huggingface.co/spaces/JUNGU/talktosayno) 

[Talktosayno - a Hugging Face Space by JUNGU](https://huggingface.co/spaces/JUNGU/talktosayno)

세이노의 가르침_230405.pdf

- 예제 문서 : 세이노의 가르침 ( 다른 pdf를 넣으셔도 됩니다)

# Openai API key list

| key1 | 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 | 코난쌤 |
| --- | --- | --- |
| key2 | 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 | 코난쌤 |
| key3 | 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 | 코난쌤 |
| test4 | 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 | 코난쌤 |
| test5 | 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 | 코난쌤 |
| test6 |  | aifrenz |
| test7 |  | aifrenz |
| test8 |  | aifrenz |
| test9 |  | aifrenz |
| test10 |  | aifrenz |
| test11 |  | aifrenz |

[https://platform.openai.com/apps](https://platform.openai.com/apps) 

# GPT-3.5 finetune

실습코드

[https://colab.research.google.com/drive/1DdkEQJHfhEQOUAT5zR7xJHbH9noqkAym?usp=sharing&fbclid=IwAR2SsC-DAEhNOh2XNBKJI2P22RQuxl8awnqesDqUG8I5K8AB5TP84eKZn0o](https://colab.research.google.com/drive/1DdkEQJHfhEQOUAT5zR7xJHbH9noqkAym?usp=sharing&fbclid=IwAR2SsC-DAEhNOh2XNBKJI2P22RQuxl8awnqesDqUG8I5K8AB5TP84eKZn0o)

[Google Colaboratory](https://colab.research.google.com/drive/1DdkEQJHfhEQOUAT5zR7xJHbH9noqkAym?usp=sharing&fbclid=IwAR2SsC-DAEhNOh2XNBKJI2P22RQuxl8awnqesDqUG8I5K8AB5TP84eKZn0o)

- 카카오톡 데이터셋 준비 (대화쌍 50줄)

# Huggingface space만들기

예제: [https://huggingface.co/spaces/JUNGU/talkwithmom](https://huggingface.co/spaces/JUNGU/talkwithmom) 

[Talkwithmom - a Hugging Face Space by JUNGU](https://huggingface.co/spaces/JUNGU/talkwithmom)

- 환경을 제공해주는 회사

- 모델, 데이터셋, 스페이스, 문서, 페이퍼 등을 제공

- Space를 만들어서 앞에서 만든 챗봇을 올려보기

    - Space에서 SOTA(state of the art)를 활용한 Hype Project를 볼 수 있음

- 더 자세한 사항이나 허깅페이스로 만든 프로젝트가 궁금하다면?

    - [https://pseudo-lab.github.io/huggingface-hackathon23/ko/presentations/](https://pseudo-lab.github.io/huggingface-hackathon23/ko/presentations/) 

[2023 일상에서의 AI 해커톤](https://pseudo-lab.github.io/huggingface-hackathon23/ko/presentations/)

    - [https://discord.gg/hugging-face-879548962464493619](https://discord.gg/hugging-face-879548962464493619) 

[Join the Hugging Face Discord Server!](https://discord.gg/hugging-face-879548962464493619)

# 실습코드 모음 레포(PE, RAG, FINETUNE)

[https://github.com/jkf87/CNU-industrialAI](https://github.com/jkf87/CNU-industrialAI) 

[GitHub - jkf87/CNU-industrialAI: 충남대학교 산업인공지능특강2('23) 핸즈온](https://github.com/jkf87/CNU-industrialAI)

For the site tree, see the [root Markdown](https://slashpage.com/conanssam.md).