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Zhongwei Li
2025-11-30 08:54:41 +08:00
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templates/tool-definition.json Normal file
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{
"$schema": "https://json-schema.org/draft/2020-12/schema",
"$comment": "SAP AI Core Tool Calling Definition Template",
"single_tool_definition": {
"tools": [
{
"type": "function",
"function": {
"name": "get_product_info",
"description": "Get information about a product including price, availability, and description",
"strict": true,
"parameters": {
"type": "object",
"properties": {
"product_id": {
"type": "string",
"description": "The unique product identifier (e.g., 'PROD-12345')"
}
},
"required": ["product_id"],
"additionalProperties": false
}
}
}
]
},
"multiple_tools_definition": {
"tools": [
{
"type": "function",
"function": {
"name": "get_inventory",
"description": "Get current inventory quantity for a product",
"strict": true,
"parameters": {
"type": "object",
"properties": {
"product_id": {
"type": "string",
"description": "The product identifier"
},
"warehouse": {
"type": "string",
"enum": ["US-EAST", "US-WEST", "EU-CENTRAL", "APAC"],
"description": "The warehouse location"
}
},
"required": ["product_id"],
"additionalProperties": false
}
}
},
{
"type": "function",
"function": {
"name": "create_order",
"description": "Create a new order for a customer",
"strict": true,
"parameters": {
"type": "object",
"properties": {
"customer_id": {
"type": "string",
"description": "The customer identifier"
},
"product_id": {
"type": "string",
"description": "The product to order"
},
"quantity": {
"type": "integer",
"minimum": 1,
"description": "Number of items to order"
},
"shipping_address": {
"type": "object",
"properties": {
"street": {"type": "string"},
"city": {"type": "string"},
"country": {"type": "string"},
"postal_code": {"type": "string"}
},
"required": ["street", "city", "country"]
}
},
"required": ["customer_id", "product_id", "quantity"],
"additionalProperties": false
}
}
},
{
"type": "function",
"function": {
"name": "get_customer_history",
"description": "Get order history for a customer",
"strict": true,
"parameters": {
"type": "object",
"properties": {
"customer_id": {
"type": "string",
"description": "The customer identifier"
},
"limit": {
"type": "integer",
"minimum": 1,
"maximum": 100,
"default": 10,
"description": "Maximum number of orders to return"
}
},
"required": ["customer_id"],
"additionalProperties": false
}
}
}
]
},
"orchestration_request_with_tools": {
"config": {
"module_configurations": {
"llm_module_config": {
"model_name": "gpt-4o",
"model_version": "latest",
"model_params": {
"max_tokens": 1000
}
},
"templating_module_config": {
"template": [
{
"role": "system",
"content": "You are a helpful sales assistant. Use the available tools to help customers with their orders and product inquiries."
},
{
"role": "user",
"content": "{{?user_message}}"
}
],
"tools": [
{
"type": "function",
"function": {
"name": "get_product_info",
"description": "Get product information",
"parameters": {
"type": "object",
"properties": {
"product_id": {"type": "string"}
},
"required": ["product_id"]
}
}
}
]
}
}
},
"input_params": {
"user_message": "What is the price of product PROD-12345?"
}
},
"tool_response_continuation": {
"config": {
"module_configurations": {
"llm_module_config": {
"model_name": "gpt-4o",
"model_version": "latest"
},
"templating_module_config": {
"template": [
{"role": "system", "content": "You are a helpful assistant."},
{"role": "user", "content": "What is the inventory for product ABC123?"},
{
"role": "assistant",
"tool_calls": [
{
"id": "call_abc123",
"type": "function",
"function": {
"name": "get_inventory",
"arguments": "{\"product_id\": \"ABC123\"}"
}
}
]
},
{
"role": "tool",
"tool_call_id": "call_abc123",
"content": "{\"product_id\": \"ABC123\", \"quantity\": 150, \"warehouse\": \"US-EAST\"}"
}
]
}
}
}
},
"structured_output_json_schema": {
"config": {
"module_configurations": {
"llm_module_config": {
"model_name": "gpt-4o",
"model_version": "latest",
"model_params": {
"response_format": {
"type": "json_schema",
"json_schema": {
"name": "product_analysis",
"strict": true,
"schema": {
"type": "object",
"properties": {
"product_name": {"type": "string"},
"category": {
"type": "string",
"enum": ["electronics", "clothing", "food", "other"]
},
"price_range": {
"type": "string",
"enum": ["budget", "mid-range", "premium"]
},
"key_features": {
"type": "array",
"items": {"type": "string"}
},
"recommendation_score": {
"type": "number",
"minimum": 0,
"maximum": 10
}
},
"required": ["product_name", "category", "recommendation_score"],
"additionalProperties": false
}
}
}
}
},
"templating_module_config": {
"template": [
{"role": "user", "content": "Analyze this product: {{?product_description}}"}
]
}
}
}
},
"_documentation": {
"tool_calling_workflow": [
"1. Send request with tool definitions",
"2. Model returns tool_calls with function name and arguments",
"3. Execute function externally with provided arguments",
"4. Return result in 'tool' role message with matching tool_call_id",
"5. Model incorporates result in final response"
],
"best_practices": [
"Use descriptive function names and descriptions",
"Enable strict mode for parameter validation",
"Define clear parameter types and constraints",
"Include examples in descriptions when helpful",
"Handle tool call errors gracefully"
],
"supported_parameter_types": [
"string",
"integer",
"number",
"boolean",
"array",
"object",
"enum (via type + enum array)"
]
}
}