{
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "$comment": "SAP AI Core Orchestration Workflow Template",

  "basic_chat_completion": {
    "config": {
      "module_configurations": {
        "llm_module_config": {
          "model_name": "gpt-4o",
          "model_version": "latest",
          "model_params": {
            "max_tokens": 1000,
            "temperature": 0.7
          }
        },
        "templating_module_config": {
          "template": [
            {"role": "system", "content": "You are a helpful assistant."},
            {"role": "user", "content": "{{?user_message}}"}
          ]
        }
      }
    },
    "input_params": {
      "user_message": "Hello, how can you help me?"
    }
  },

  "with_content_filtering": {
    "config": {
      "module_configurations": {
        "llm_module_config": {
          "model_name": "gpt-4o",
          "model_version": "latest"
        },
        "templating_module_config": {
          "template": [
            {"role": "user", "content": "{{?user_message}}"}
          ]
        },
        "filtering_module_config": {
          "input": {
            "filters": [
              {
                "type": "azure_content_safety",
                "config": {
                  "Hate": 2,
                  "Violence": 2,
                  "Sexual": 2,
                  "SelfHarm": 2
                }
              }
            ]
          },
          "output": {
            "filters": [
              {
                "type": "azure_content_safety",
                "config": {
                  "Hate": 0,
                  "Violence": 0,
                  "Sexual": 0,
                  "SelfHarm": 0
                }
              }
            ]
          }
        }
      }
    }
  },

  "with_data_masking": {
    "config": {
      "module_configurations": {
        "llm_module_config": {
          "model_name": "gpt-4o",
          "model_version": "latest"
        },
        "templating_module_config": {
          "template": [
            {"role": "user", "content": "{{?user_message}}"}
          ]
        },
        "masking_module_config": {
          "masking_providers": [
            {
              "type": "sap_data_privacy_integration",
              "method": "pseudonymization",
              "entities": [
                {"type": "profile-person"},
                {"type": "profile-email"},
                {"type": "profile-phone"},
                {"type": "profile-credit-card-number"}
              ]
            }
          ]
        }
      }
    }
  },

  "with_grounding_rag": {
    "config": {
      "module_configurations": {
        "grounding_module_config": {
          "grounding_service": "document_grounding_service",
          "grounding_service_configuration": {
            "grounding_input_parameters": ["user_query"],
            "grounding_output_parameter": "context",
            "filters": [
              {
                "id": "<your-pipeline-id>",
                "search_configuration": {
                  "max_chunk_count": 5
                }
              }
            ]
          }
        },
        "llm_module_config": {
          "model_name": "gpt-4o",
          "model_version": "latest"
        },
        "templating_module_config": {
          "template": [
            {
              "role": "system",
              "content": "Answer questions based only on the following context:\n\n{{$context}}\n\nIf the answer is not in the context, say you don't know."
            },
            {"role": "user", "content": "{{?user_query}}"}
          ]
        }
      }
    },
    "input_params": {
      "user_query": "What is the vacation policy?"
    }
  },

  "full_enterprise_workflow": {
    "config": {
      "module_configurations": {
        "grounding_module_config": {
          "grounding_service": "document_grounding_service",
          "grounding_service_configuration": {
            "grounding_input_parameters": ["user_query"],
            "grounding_output_parameter": "context",
            "filters": [{"id": "<pipeline-id>"}]
          }
        },
        "templating_module_config": {
          "template": [
            {"role": "system", "content": "You are a helpful enterprise assistant. Use the following context:\n{{$context}}"},
            {"role": "user", "content": "{{?user_query}}"}
          ]
        },
        "translation_module_config": {
          "input": {"source_language": "auto", "target_language": "en"},
          "output": {"source_language": "en", "target_language": "auto"}
        },
        "masking_module_config": {
          "masking_providers": [{
            "type": "sap_data_privacy_integration",
            "method": "pseudonymization",
            "entities": [
              {"type": "profile-person"},
              {"type": "profile-email"},
              {"type": "profile-phone"}
            ]
          }]
        },
        "filtering_module_config": {
          "input": {
            "filters": [{
              "type": "azure_content_safety",
              "config": {"Hate": 2, "Violence": 2, "Sexual": 2, "SelfHarm": 2}
            }]
          },
          "output": {
            "filters": [{
              "type": "azure_content_safety",
              "config": {"Hate": 0, "Violence": 0, "Sexual": 0, "SelfHarm": 0}
            }]
          }
        },
        "llm_module_config": {
          "model_name": "gpt-4o",
          "model_version": "latest",
          "model_params": {
            "max_tokens": 2000,
            "temperature": 0.5
          }
        }
      }
    }
  },

  "_documentation": {
    "module_execution_order": [
      "1. Grounding",
      "2. Templating (mandatory)",
      "3. Input Translation",
      "4. Data Masking",
      "5. Input Filtering",
      "6. Model Configuration (mandatory)",
      "7. Output Filtering",
      "8. Output Translation"
    ],
    "placeholder_syntax": {
      "{{?variable}}": "Required input parameter",
      "{{$output}}": "Output from previous module (e.g., grounding)"
    },
    "masking_methods": {
      "anonymization": "Irreversible - MASKED_ENTITY placeholder",
      "pseudonymization": "Reversible - MASKED_ENTITY_ID placeholder"
    }
  }
}