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Zhongwei Li
2025-11-30 08:54:41 +08:00
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templates/orchestration-workflow.json Normal file
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{
"$schema": "https://json-schema.org/draft/2020-12/schema",
"$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"
}
}
}