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eval-schema.json
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182 lines (182 loc) · 6.72 KB
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{
"$schema": "http://json-schema.org/draft-07/schema#",
"title": "AgentV Eval Schema",
"description": "Schema for YAML evaluation files with conversation flows, multiple evaluators, and execution configuration",
"type": "object",
"properties": {
"$schema": {
"type": "string",
"description": "Schema identifier",
"enum": ["agentv-eval-v2"]
},
"description": {
"type": "string",
"description": "Description of what this eval suite covers"
},
"target": {
"type": "string",
"description": "Default target configuration name (e.g., default, azure_base, vscode_projectx). Can be overridden per eval case."
},
"evalcases": {
"type": "array",
"description": "Array of evaluation cases",
"minItems": 1,
"items": {
"type": "object",
"properties": {
"id": {
"type": "string",
"description": "Unique identifier for the eval case"
},
"conversation_id": {
"type": "string",
"description": "Optional conversation identifier for threading multiple eval cases together"
},
"outcome": {
"type": "string",
"description": "Description of what the AI should accomplish in this eval"
},
"note": {
"type": "string",
"description": "Optional note or additional context for the eval case. Use this to document test-specific considerations, known limitations, or rationale for expected behavior."
},
"input_messages": {
"type": "array",
"description": "Input messages for the conversation",
"minItems": 1,
"items": {
"type": "object",
"properties": {
"role": {
"type": "string",
"enum": ["system", "user", "assistant", "tool"],
"description": "Message role"
},
"content": {
"oneOf": [
{
"type": "string",
"description": "Simple text content"
},
{
"type": "array",
"description": "Mixed content items (text and file references)",
"items": {
"type": "object",
"properties": {
"type": {
"type": "string",
"enum": ["text", "file"],
"description": "Content type: 'text' for inline content, 'file' for file references"
},
"value": {
"type": "string",
"description": "Text content or file path. Relative paths (e.g., ../prompts/file.md) are resolved from eval file directory. Absolute paths (e.g., /docs/examples/prompts/file.md) are resolved from repo root."
}
},
"required": ["type", "value"],
"additionalProperties": false
}
}
]
}
},
"required": ["role", "content"],
"additionalProperties": false
}
},
"expected_messages": {
"type": "array",
"description": "Expected response messages",
"minItems": 1,
"items": {
"type": "object",
"properties": {
"role": {
"type": "string",
"enum": ["system", "user", "assistant", "tool"],
"description": "Message role"
},
"content": {
"oneOf": [
{
"type": "string",
"description": "Simple text content"
},
{
"type": "array",
"description": "Mixed content items",
"items": {
"type": "object",
"properties": {
"type": {
"type": "string",
"enum": ["text", "file"]
},
"value": {
"type": "string"
}
},
"required": ["type", "value"],
"additionalProperties": false
}
}
]
}
},
"required": ["role", "content"],
"additionalProperties": false
}
},
"execution": {
"type": "object",
"description": "Per-case execution configuration",
"properties": {
"target": {
"type": "string",
"description": "Override target for this specific eval case"
},
"evaluators": {
"type": "array",
"description": "Multiple evaluators (code-based and LLM judges)",
"items": {
"type": "object",
"properties": {
"name": {
"type": "string",
"description": "Evaluator name/identifier"
},
"type": {
"type": "string",
"enum": ["code", "llm_judge"],
"description": "Evaluator type: 'code' for scripts/regex/keywords, 'llm_judge' for LLM-based evaluation"
},
"script": {
"type": "string",
"description": "Path to evaluator script (for type: code)"
},
"prompt": {
"type": "string",
"description": "Path to judge prompt file (for type: llm_judge)"
},
"model": {
"type": "string",
"description": "Model to use for LLM judge (for type: llm_judge)"
}
},
"required": ["name", "type"],
"additionalProperties": true
}
}
},
"additionalProperties": true
}
},
"required": ["id", "outcome", "input_messages", "expected_messages"],
"additionalProperties": false
}
}
},
"required": ["evalcases"],
"additionalProperties": false
}