ChatGPT in SlackでAI Slackbotを楽しく運用する

2023-09-14
みんなのPython勉強会#97
https://startpython.connpass.com/event/294703/

Transcript

1. ChatGPT in SlackでAI Slackbotを楽しく運用する
   2023-09-14
   みんなのPython勉強会#97
   https://startpython.connpass.com/event/294703/
   ENECHANGE株式会社 CTO室
   インフラエンジニア兼SRE　岩本隆史 (iwamot)
   

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2. ChatGPT in Slackとは
   

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3. OSSのAI Slackbotアプリ
   https://github.com/seratch/ChatGPT-in-Slack
   

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4. Slackの瀬良さんが個人で開発
   https://www.linkedin.com/in/seratch/
   

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5. もちろんPythonで実装
   https://github.com/seratch/ChatGPT-in-Slack
   

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6. いろんな環境で実行可能
   

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7. ローカル環境・Amazon EC2等
   # Create an app-level token with connections:write scope
   export SLACK_APP_TOKEN=xapp-1-...
   # Install the app into your workspace to grab this token
   export SLACK_BOT_TOKEN=xoxb-...
   # Visit https://platform.openai.com/account/api-keys for this token
   export OPENAI_API_KEY=sk-...
   (snip)
   python -m venv .venv
   source .venv/bin/activate
   pip install -r requirements.txt
   python main.py
   https://github.com/seratch/ChatGPT-in-Slack/blob/main/README.md
   

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8. Amazon ECS on AWS Fargate等 (Docker)
   FROM python:3.11.4-slim-buster as builder
   COPY requirements.txt /build/
   WORKDIR /build/
   RUN pip install -U pip && pip install -r requirements.txt
   FROM python:3.11.4-slim-buster as app
   WORKDIR /app/
   COPY *.py /app/
   RUN mkdir /app/app/
   COPY app/*.py /app/app/
   COPY --from=builder /usr/local/bin/ /usr/local/bin/
   COPY --from=builder /usr/local/lib/ /usr/local/lib/
   ENTRYPOINT python main.py
   https://github.com/seratch/ChatGPT-in-Slack/blob/main/Dockerfile
   

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9. AWS Lambda + Amazon API Gateway
   (Serverless Framework)
   frameworkVersion: '3'
   service: slack-chat-gpt-bot
   provider:
   name: aws
   runtime: python3.9
   region: us-east-1
   ...
   https://github.com/seratch/ChatGPT-in-Slack/blob/main/serverless.yml
   

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10. おすすめ記事
    ChatGPTとSlack上で会話するアプリを10分で構築しよう（前編：ローカル環境）
    https://qiita.com/rubita/items/f143f199e20b0310980a
    ChatGPTとSlack上で会話するアプリを10分で構築しよう（後編：AWS Lambda）
    https://qiita.com/rubita/items/f8d08552f98cc3b25a1a
    

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11. ぼくの提案で追加された機能
    

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12. Azure OpenAIの利用
    # To use Azure OpenAI, set the following optional environment variables according to your environment
    # default: None
    export OPENAI_API_TYPE=azure
    # default: https://api.openai.com/v1
    export OPENAI_API_BASE=https://YOUR_RESOURCE_NAME.openai.azure.com
    # default: None
    export OPENAI_API_VERSION=2023-05-15
    # default: None
    export OPENAI_DEPLOYMENT_ID=YOUR-DEPLOYMENT-ID
    https://github.com/seratch/ChatGPT-in-Slack/blob/main/README.md
    

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13. Function Calling（実験的機能）
    # Experimental: You can try out the Function Calling feature (default: None)
    export OPENAI_FUNCTION_CALL_MODULE_NAME=tests.function_call_example
    https://github.com/seratch/ChatGPT-in-Slack/blob/main/README.md
    

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14. Function Callingの利用例
    

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15. DALL·E 2を使った画像作成
    

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16. qrcodeライブラリを使ったQRコード作成
    

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17. Amazon Pollyを使った音声読み上げ
    

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18. まとめ
    

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19. 運用も開発も楽しいので是非お試しを！
    https://github.com/seratch/ChatGPT-in-Slack
    

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