fix(drafting): Drafting-Engine auf prod reparieren — RAG via ai-sdk + OVH-LLM-Kaskade
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Die Drafting-Engine (Dokument-Entwurf, v2-Pipeline, Validierung, Drafting-Chat, Vendor-Vertragspruefung) war auf prod doppelt tot: - RAG ueber bp-core-rag-service:8097 (existiert auf prod nicht) - LLM ueber OLLAMA_URL/api/chat mit qwen2.5vl (prod = ollama-embed, kein Chat-Modell) Fix (analog zum Compliance-Advisor): - rag-query.ts -> ai-compliance-sdk /sdk/v1/rag/search (bge-m3, prod-erreichbar). - Neue lib/sdk/drafting-engine/llm-cascade.ts: OVH/LiteLLM (gpt-oss-120b) zuerst, Ollama als Dev-Fallback; cascadeComplete (JSON) + cascadeStream. Das Backend nutzt OVH+JSON bereits erfolgreich auf prod (extract-datasheet). - 5 Aufrufstellen (draft-helpers, draft-helpers-v2, validate, chat, vendor-review) auf die Kaskade umgestellt; keine direkten Ollama-Calls mehr. - Tests: llm-cascade + rag-query aktualisiert. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
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@@ -10,9 +10,7 @@ import { DOCUMENT_SCOPE_MATRIX_CORE, DOCUMENT_TYPE_LABELS, getDepthLevelNumeric
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import type { ScopeDocumentType, ComplianceDepthLevel } from '@/lib/sdk/compliance-scope-types'
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import type { ValidationContext, ValidationResult, ValidationFinding } from '@/lib/sdk/drafting-engine/types'
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import { buildCrossCheckPrompt } from '@/lib/sdk/drafting-engine/prompts/validate-cross-check'
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const OLLAMA_URL = process.env.OLLAMA_URL || 'http://host.docker.internal:11434'
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const LLM_MODEL = process.env.COMPLIANCE_LLM_MODEL || 'qwen2.5vl:32b'
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import { cascadeComplete } from '@/lib/sdk/drafting-engine/llm-cascade'
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/**
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* Anti-Fake-Evidence: Verbotene Formulierungen
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@@ -244,30 +242,17 @@ export async function POST(request: NextRequest) {
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context: validationContext,
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})
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const ollamaResponse = await fetch(`${OLLAMA_URL}/api/chat`, {
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method: 'POST',
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headers: { 'Content-Type': 'application/json' },
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body: JSON.stringify({
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model: LLM_MODEL,
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messages: [
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{
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role: 'system',
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content: 'Du bist ein DSGVO-Compliance-Validator. Antworte NUR im JSON-Format.',
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},
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{ role: 'user', content: crossCheckPrompt },
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],
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stream: false,
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think: false,
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options: { temperature: 0.1, num_predict: 8192, num_ctx: 8192 },
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format: 'json',
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}),
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signal: AbortSignal.timeout(120000),
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})
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const llm = await cascadeComplete(
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[
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{ role: 'system', content: 'Du bist ein DSGVO-Compliance-Validator. Antworte NUR im JSON-Format.' },
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{ role: 'user', content: crossCheckPrompt },
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],
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{ json: true, temperature: 0.1, maxTokens: 8192, timeoutMs: 120000 },
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)
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if (ollamaResponse.ok) {
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const result = await ollamaResponse.json()
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if (llm) {
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try {
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const parsed = JSON.parse(result.message?.content || '{}')
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const parsed = JSON.parse(llm.content || '{}')
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llmFindings = [
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...(parsed.errors || []),
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...(parsed.warnings || []),
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