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WeHub snapshot of cb28d14c6f2c081de7a0d8729a8c816c9adef67a
2026-08-10 11:17:50 +08:00

252 lines
7.5 KiB
TypeScript

import type { CustomPiiPattern } from '@/lib/guardrails/pii-entities'
import type { ToolConfig } from '@/tools/types'
/** A row from the `piiCustomPatterns` table subBlock (cells keyed by column header). */
interface CustomPatternRow {
cells?: { Name?: string; Pattern?: string; Replacement?: string }
Name?: string
Pattern?: string
Replacement?: string
}
export interface GuardrailsValidateInput {
input: string
validationType: 'json' | 'regex' | 'hallucination' | 'pii'
regex?: string
knowledgeBaseId?: string
threshold?: string
topK?: string
model?: string
apiKey?: string
azureEndpoint?: string
azureApiVersion?: string
vertexProject?: string
vertexLocation?: string
vertexCredential?: string
bedrockAccessKeyId?: string
bedrockSecretKey?: string
bedrockRegion?: string
piiEntityTypes?: string[]
piiMode?: string
piiLanguage?: string
piiCustomPatterns?: CustomPatternRow[]
_context?: {
workflowId?: string
workspaceId?: string
}
}
/** Map the raw table rows into the wire shape, dropping rows with no pattern. */
function toCustomPatterns(rows: CustomPatternRow[] | undefined): CustomPiiPattern[] | undefined {
if (!Array.isArray(rows)) return undefined
const patterns: CustomPiiPattern[] = []
for (const row of rows) {
const regex = (row?.cells?.Pattern ?? row?.Pattern ?? '').trim()
if (!regex) continue
patterns.push({
name: (row?.cells?.Name ?? row?.Name ?? '').trim(),
regex,
replacement: row?.cells?.Replacement ?? row?.Replacement ?? '',
})
}
return patterns.length > 0 ? patterns : undefined
}
export interface GuardrailsValidateOutput {
success: boolean
output: {
passed: boolean
validationType: string
input?: string
error?: string
score?: number
reasoning?: string
detectedEntities?: any[]
maskedText?: string
}
error?: string
}
export const guardrailsValidateTool: ToolConfig<GuardrailsValidateInput, GuardrailsValidateOutput> =
{
id: 'guardrails_validate',
name: 'Guardrails Validate',
description:
'Validate content using guardrails (JSON, regex, hallucination check, or PII detection)',
version: '1.0.0',
params: {
input: {
type: 'string',
required: true,
visibility: 'user-or-llm',
description: 'Content to validate (from wired block)',
},
validationType: {
type: 'string',
required: true,
visibility: 'user-only',
description: 'Type of validation: json, regex, hallucination, or pii',
},
regex: {
type: 'string',
required: false,
visibility: 'user-only',
description: 'Regex pattern (required for regex validation)',
},
knowledgeBaseId: {
type: 'string',
required: false,
visibility: 'user-only',
description: 'Knowledge base ID (required for hallucination check)',
},
threshold: {
type: 'string',
required: false,
visibility: 'user-only',
description: 'Confidence threshold (0-10 scale, default: 3, scores below fail)',
},
topK: {
type: 'string',
required: false,
visibility: 'user-only',
description: 'Number of chunks to retrieve from knowledge base (default: 10)',
},
model: {
type: 'string',
required: false,
visibility: 'user-only',
description: 'LLM model for confidence scoring (default: gpt-4o-mini)',
},
apiKey: {
type: 'string',
required: false,
visibility: 'user-only',
description: 'API key for LLM provider (optional if using hosted)',
},
piiEntityTypes: {
type: 'array',
required: false,
visibility: 'user-only',
description: 'PII entity types to detect (empty = detect all)',
},
piiMode: {
type: 'string',
required: false,
visibility: 'user-only',
description: 'PII action mode: block or mask (default: block)',
},
piiLanguage: {
type: 'string',
required: false,
visibility: 'user-only',
description: 'Language for PII detection (default: en)',
},
piiCustomPatterns: {
type: 'array',
required: false,
visibility: 'user-only',
description: 'Custom regex patterns to detect and replace (name, pattern, replacement)',
},
},
outputs: {
passed: {
type: 'boolean',
description: 'Whether validation passed',
},
validationType: {
type: 'string',
description: 'Type of validation performed',
},
input: {
type: 'string',
description: 'Original input',
},
error: {
type: 'string',
description: 'Error message if validation failed',
optional: true,
},
score: {
type: 'number',
description:
'Confidence score (0-10, 0=hallucination, 10=grounded, only for hallucination check)',
optional: true,
},
reasoning: {
type: 'string',
description: 'Reasoning for confidence score (only for hallucination check)',
optional: true,
},
detectedEntities: {
type: 'array',
description: 'Detected PII entities (only for PII detection)',
optional: true,
},
maskedText: {
type: 'string',
description: 'Text with PII masked (only for PII detection in mask mode)',
optional: true,
},
},
request: {
url: '/api/guardrails/validate',
method: 'POST',
headers: () => ({
'Content-Type': 'application/json',
}),
modelInput: {
mode: 'private-provenance',
inputPaths: (params: GuardrailsValidateInput) =>
params.validationType === 'hallucination' ? [['input']] : [],
},
body: (params: GuardrailsValidateInput) => ({
input: params.input,
validationType: params.validationType,
regex: params.regex,
knowledgeBaseId: params.knowledgeBaseId,
threshold: params.threshold,
topK: params.topK,
model: params.model,
apiKey: params.apiKey,
azureEndpoint: params.azureEndpoint,
azureApiVersion: params.azureApiVersion,
vertexProject: params.vertexProject,
vertexLocation: params.vertexLocation,
vertexCredential: params.vertexCredential,
bedrockAccessKeyId: params.bedrockAccessKeyId,
bedrockSecretKey: params.bedrockSecretKey,
bedrockRegion: params.bedrockRegion,
// An empty entity-type checkbox serializes to null; the contract's array
// field accepts undefined (omitted), not null — so coerce. This is the
// common shape when only custom patterns are configured.
piiEntityTypes: Array.isArray(params.piiEntityTypes) ? params.piiEntityTypes : undefined,
piiMode: params.piiMode,
piiLanguage: params.piiLanguage,
piiCustomPatterns: toCustomPatterns(params.piiCustomPatterns),
workflowId: params._context?.workflowId,
workspaceId: params._context?.workspaceId,
}),
},
transformResponse: async (response: Response): Promise<GuardrailsValidateOutput> => {
const result = await response.json()
if (!response.ok && !result.output) {
return {
success: true,
output: {
passed: false,
validationType: 'unknown',
input: '',
error: result.error || `Validation failed with status ${response.status}`,
},
}
}
return result
},
}