fix: switch AI endpoints from tool-calling to JSON output mode

DeepSeek v4-pro reasoning model rejects tool_choice parameter.
All 4 endpoints now use system prompts with JSON schema
instructions and parse content as JSON instead of tool_calls.

Co-Authored-By: Claude <noreply@anthropic.com>
This commit is contained in:
2026-07-26 10:49:44 +08:00
co-authored by Claude
parent 7bf3b6a409
commit ed2a2f65e4
4 changed files with 104 additions and 165 deletions
+25 -53
View File
@@ -61,67 +61,39 @@ export async function POST(
res = await client.chat.completions.create({
model: 'deepseek-v4-pro',
max_tokens: 2048,
tools: [{
type: 'function',
function: {
name: 'draft_rca',
description: 'Draft a 5-Why root cause analysis and CAPA suggestions for an HSE incident',
parameters: {
type: 'object',
properties: {
five_why_steps: {
type: 'array',
items: {
type: 'object',
properties: {
why: { type: 'string', description: 'The why question' },
answer: { type: 'string', description: 'The finding or answer' },
},
required: ['why', 'answer'],
},
description: '3 to 5 why steps',
},
root_cause_summary: {
type: 'string',
description: 'One-sentence root cause statement',
},
capa_suggestions: {
type: 'array',
items: { type: 'string' },
description: 'Up to 3 corrective/preventive action suggestions',
},
},
required: ['five_why_steps', 'root_cause_summary', 'capa_suggestions'],
},
messages: [
{
role: 'system',
content: `You are an experienced HSE investigator for a Malaysian 3PL warehouse. Draft a 5-Why root cause analysis for incidents. You must respond with valid JSON only — no markdown, no explanation outside the JSON object.
Output exactly this JSON structure:
{
"five_why_steps": [
{ "why": "<the why question>", "answer": "<the finding or answer>" }
],
"root_cause_summary": "<one-sentence root cause statement>",
"capa_suggestions": ["<up to 3 corrective/preventive actions>"]
}
Provide 35 Why steps drilling from immediate cause to root cause. Frame CAPA suggestions appropriate for a Malaysian warehouse context.`,
},
}],
tool_choice: { type: 'function', function: { name: 'draft_rca' } },
messages: [{
role: 'user',
content: `You are an experienced HSE investigator for a Malaysian 3PL warehouse. Draft a 5-Why root cause analysis for this incident.
Site: ${incident.siteName ?? 'Unknown'}
Zone: ${incident.zoneName ?? 'Unknown'}
Incident type: ${incident.incidentType}
Description: ${incident.description}
Severity: ${incident.severity ?? 'not yet assigned'}/5
Injury involved: ${incident.injuryInvolved ? `yes — ${incident.medicalStatus}` : 'no'}
Fatality: ${incident.isFatality ? 'yes' : 'no'}
Serious bodily injury: ${incident.isSeriousBodilyInjury ? 'yes' : 'no'}
Triage notes: ${incident.triageNotes ?? 'none'}
Provide 35 Why steps drilling from immediate cause to root cause. Give a one-sentence root cause statement. Suggest 3 corrective/preventive actions appropriate for a Malaysian warehouse context.`,
}],
{
role: 'user',
content: `Draft a 5-Why root cause analysis for this incident. Respond with JSON only.\n\nSite: ${incident.siteName ?? 'Unknown'}\nZone: ${incident.zoneName ?? 'Unknown'}\nIncident type: ${incident.incidentType}\nDescription: ${incident.description}\nSeverity: ${incident.severity ?? 'not yet assigned'}/5\nInjury involved: ${incident.injuryInvolved ? `yes — ${incident.medicalStatus}` : 'no'}\nFatality: ${incident.isFatality ? 'yes' : 'no'}\nSerious bodily injury: ${incident.isSeriousBodilyInjury ? 'yes' : 'no'}\nTriage notes: ${incident.triageNotes ?? 'none'}`,
},
],
})
} catch {
return NextResponse.json({ error: 'AI service unavailable' }, { status: 503 })
}
const call = res.choices[0]?.message?.tool_calls?.[0]
if (!call || call.type !== 'function') return NextResponse.json({ error: 'AI draft failed' }, { status: 500 })
const raw = res.choices[0]?.message?.content
if (!raw) return NextResponse.json({ error: 'AI returned empty response' }, { status: 500 })
const json = raw.replace(/^```(?:json)?\s*/i, '').replace(/\s*```$/i, '').trim()
let draft: { five_why_steps?: unknown; root_cause_summary?: unknown; capa_suggestions?: unknown }
try { draft = JSON.parse(call.function.arguments) }
try { draft = JSON.parse(json) }
catch { return NextResponse.json({ error: 'AI returned unexpected structure' }, { status: 500 }) }
if (