algo_manifest.json

{
  "filter": {
    "and": [
      {
        "regex_matches": [
          {"var": "text"},
          "\\bimportant\\b"
        ]
      },
      {
        "regex_negation_matches": [
          {"var": "text"},
          "\\bunwanted_term\\b"
        ]
      },
      {
        "text_similarity": [
          {"var": "text"},
          {
            "model_name": "all-MiniLM-L6-v2",
            "anchor_text": "This is an important update"
          },
          ">=",
          0.3
        ]
      },
      {
        "model_probability": [
          {"var": "text"},
          {"model_name": "toxicity_model"},
          ">=",
          0.9
        ]
      }
    ]
  },
  "models": [
    {
      "model_name": "toxicity_model",
      "feature_modules": [
        {"type": "time_features"},
        {"type": "vectorizer", "model_name": "all-MiniLM-L6-v2"},
        {"type": "post_metadata"}
      ]
    }
  ]
}