fix(drafting): Drafting-Engine auf prod reparieren — RAG via ai-sdk + OVH-LLM-Kaskade
CI / python-lint (push) Has been skipped
CI / nodejs-lint (push) Has been skipped
CI / iace-gt-coverage (push) Has been skipped
CI / test-python-backend (push) Has been skipped
CI / test-python-document-crawler (push) Has been skipped
CI / test-python-dsms-gateway (push) Has been skipped
CI / detect-changes (push) Successful in 7s
CI / branch-name (push) Has been skipped
CI / guardrail-integrity (push) Has been skipped
CI / secret-scan (push) Has been skipped
CI / dep-audit (push) Has been skipped
CI / sbom-scan (push) Has been skipped
CI / build-sha-integrity (push) Successful in 5s
CI / validate-canonical-controls (push) Successful in 4s
CI / loc-budget (push) Successful in 17s
CI / go-lint (push) Has been skipped
CI / nodejs-build (push) Successful in 3m2s
CI / test-go (push) Has been skipped
CI / python-lint (push) Has been skipped
CI / nodejs-lint (push) Has been skipped
CI / iace-gt-coverage (push) Has been skipped
CI / test-python-backend (push) Has been skipped
CI / test-python-document-crawler (push) Has been skipped
CI / test-python-dsms-gateway (push) Has been skipped
CI / detect-changes (push) Successful in 7s
CI / branch-name (push) Has been skipped
CI / guardrail-integrity (push) Has been skipped
CI / secret-scan (push) Has been skipped
CI / dep-audit (push) Has been skipped
CI / sbom-scan (push) Has been skipped
CI / build-sha-integrity (push) Successful in 5s
CI / validate-canonical-controls (push) Successful in 4s
CI / loc-budget (push) Successful in 17s
CI / go-lint (push) Has been skipped
CI / nodejs-build (push) Successful in 3m2s
CI / test-go (push) Has been skipped
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>
This commit is contained in:
@@ -17,9 +17,7 @@ import { ConstraintEnforcer } from '@/lib/sdk/drafting-engine/constraint-enforce
|
||||
import { ProseCacheManager } from '@/lib/sdk/drafting-engine/cache'
|
||||
import { queryRAG } from '@/lib/sdk/drafting-engine/rag-query'
|
||||
import { DOCUMENT_RAG_CONFIG } from '@/lib/sdk/drafting-engine/rag-config'
|
||||
|
||||
const OLLAMA_URL = process.env.OLLAMA_URL || 'http://host.docker.internal:11434'
|
||||
const LLM_MODEL = process.env.COMPLIANCE_LLM_MODEL || 'qwen2.5vl:32b'
|
||||
import { cascadeComplete } from '@/lib/sdk/drafting-engine/llm-cascade'
|
||||
|
||||
export const constraintEnforcer = new ConstraintEnforcer()
|
||||
export const proseCache = new ProseCacheManager({ maxEntries: 200, ttlHours: 24 })
|
||||
@@ -105,29 +103,21 @@ export async function handleV1Draft(body: Record<string, unknown>): Promise<Next
|
||||
{ role: 'user', content: draftPrompt },
|
||||
]
|
||||
|
||||
const ollamaResponse = await fetch(`${OLLAMA_URL}/api/chat`, {
|
||||
method: 'POST',
|
||||
headers: { 'Content-Type': 'application/json' },
|
||||
body: JSON.stringify({
|
||||
model: LLM_MODEL,
|
||||
messages,
|
||||
stream: false,
|
||||
think: false,
|
||||
options: { temperature: 0.15, num_predict: 16384, num_ctx: 8192 },
|
||||
format: 'json',
|
||||
}),
|
||||
signal: AbortSignal.timeout(180000),
|
||||
const llm = await cascadeComplete(messages, {
|
||||
json: true,
|
||||
temperature: 0.15,
|
||||
maxTokens: 16384,
|
||||
timeoutMs: 180000,
|
||||
})
|
||||
|
||||
if (!ollamaResponse.ok) {
|
||||
if (!llm) {
|
||||
return NextResponse.json(
|
||||
{ error: `LLM nicht erreichbar (Status ${ollamaResponse.status})` },
|
||||
{ error: 'LLM nicht erreichbar (weder OVH noch Ollama)' },
|
||||
{ status: 502 }
|
||||
)
|
||||
}
|
||||
|
||||
const result = await ollamaResponse.json()
|
||||
const content = result.message?.content || ''
|
||||
const content = llm.content
|
||||
|
||||
let sections: DraftSection[] = []
|
||||
try {
|
||||
@@ -153,7 +143,7 @@ export async function handleV1Draft(body: Record<string, unknown>): Promise<Next
|
||||
return NextResponse.json({
|
||||
draft,
|
||||
constraintCheck,
|
||||
tokensUsed: result.eval_count || 0,
|
||||
tokensUsed: llm.tokensUsed,
|
||||
} satisfies DraftResponse)
|
||||
}
|
||||
|
||||
|
||||
Reference in New Issue
Block a user