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東京都選挙制度の改善 #1019
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| name: Hide comment | |
| on: issue_comment | |
| permissions: | |
| issues: write | |
| contents: read | |
| jobs: | |
| review_issue: | |
| runs-on: ubuntu-latest | |
| timeout-minutes: 1 | |
| steps: | |
| - name: Checkout repository | |
| uses: actions/checkout@v4 | |
| - name: Set up Python | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: '3.x' | |
| - name: Install dependencies | |
| run: | | |
| python -m pip install --upgrade pip | |
| pip install openai | |
| pip install PyGithub | |
| pip install qdrant-client | |
| pip install regex | |
| - name: Review comment with LLM | |
| env: | |
| OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }} | |
| GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} | |
| QD_API_KEY: ${{ secrets.QD_API_KEY }} | |
| QD_URL: ${{ secrets.QD_URL }} | |
| run: | | |
| python <<EOF | |
| import github | |
| from github import Github | |
| import os | |
| import openai | |
| import regex as re | |
| token = os.getenv("GITHUB_TOKEN") | |
| qd_api = os.getenv("QD_API_KEY") | |
| qd_url = os.getenv("QD_URL") | |
| g = Github(token) | |
| repo = g.get_repo("${{ github.repository }}") | |
| issue = repo.get_issue(${{ github.event.issue.number }}) | |
| issue_content = f"{issue.title}\n{issue.body}" | |
| openai_client = openai.Client() | |
| embedding_model = "text-embedding-3-small" | |
| collection_name = "issue_collection" | |
| def validate_image(text): | |
| model_name = "gpt-4o" | |
| prompt = "この画像が暴力的、もしくは性的な画像の場合trueと返してください。" | |
| image_url = re.search(r"!\[[^\s]+\]\((https://[^\s]+)\)", text) | |
| if image_url and len(image_url) > 1: | |
| image_url = image_url[1] | |
| else: | |
| return False | |
| try: | |
| response = openai_client.chat.completions.create( | |
| model=model_name, | |
| messages=[ | |
| { | |
| "role": "user", | |
| "content": [ | |
| {"type": "text", "text": prompt}, | |
| { | |
| "type": "image_url", | |
| "image_url": { | |
| "url": image_url | |
| }, | |
| }, | |
| ], | |
| } | |
| ], | |
| max_tokens=1200, | |
| ) | |
| except: | |
| return True | |
| v = response.choices[0].message.content.lower() | |
| if "true" in v: | |
| return True | |
| else: | |
| return False | |
| def judge_violation(text): | |
| response = openai_client.moderations.create(input=text) | |
| print(response) | |
| flag = response.results[0].flagged | |
| video_flag = validate_image(text) | |
| if flag or video_flag: | |
| return True | |
| return flag | |
| comments = issue.get_comments() | |
| for comment in comments: | |
| if judge_violation(comment.body): | |
| comment.edit("このコメントは非表示にされました") | |
| EOF |