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chunks for that document id.\n\nThe database connection information is hardcoded in the script, it may need adjusting.\n\n```bash\npython step1-download-vespa-database.py\n```\n\n## Step 2: generate topic-based questions\n\n```bash\npython step2.0-topic-generation.py data-download/GS_CEMS/ datasets/GS_CEMS-topics.json 200\n```\n\n## Step 2.1: filter only English questions (optional)\n\n```bash\npython step2.1-filter-for-english.py datasets/GS_CEMS-topics.json datasets/GS_CEMS-topics-en.json\n```\n\n## Step 2.2: extract the questions to a new text file\n\n```bash\npython step2.1-extract-primary-questions.py datasets/GS_CEMS-topics-en.json datasets/GS_CEMS-questions.txt\n```\n\n## Step 3: generate GoldenSet dataset\n\n```bash\npython step3.0-generate-danswer-dataset.py datasets/GS_CEMS-questions.txt datasets/GS_CEMS-goldenset.json\n```\n\n## Step 3.5: load multiple goldenset-style datasets in local Trulens\n\n```bash\npython step3.5-dataset-to-virtual-trulens.py dataset.json datasets/GS_CEMS-goldenset.json\n```\n\n## Step 4: convert GoldenSet to Excel\n\n```bash\npython step4.0-dataset2xls.py datasets/GS_CEMS-goldenset.json datasets/GS_CEMS-goldenset.xls\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Feea%2Fobservia-chatbot-dataset","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Feea%2Fobservia-chatbot-dataset","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Feea%2Fobservia-chatbot-dataset/lists"}