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opus
BIN
api/__pycache__/seed-empty-collections.cpython-312.pyc
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api/__pycache__/seed-empty-collections.cpython-312.pyc
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178
api/seed-empty-collections.py
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178
api/seed-empty-collections.py
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@@ -0,0 +1,178 @@
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#!/usr/bin/env python3
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"""
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WEVAL — Seed 9 empty Qdrant collections with real content
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V96.10 Opus 19avr · Doctrine #4 honnêteté (real seed, pas fake)
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Collections to seed:
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weval_intents_memory (384d) — sample of 1579 wired intents
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weval_agents_registry (384d) — sample of 950 agents
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kb_lean6sigma (768d) — Lean 6σ principles
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kb_dmaic_playbooks (768d) — DMAIC playbooks
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kb_bpmn_flows (768d) — BPMN flows
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kb_bpmn_patterns (768d) — BPMN patterns
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kb_consulting_strategy (768d) — WEVAL consulting strategies
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kb_vsm_best_practices (768d) — Value Stream Mapping best practices
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kb_wevads_deliv (768d) — WEVADS delivery knowledge
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"""
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import os, json, sys, glob, subprocess
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from pathlib import Path
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from qdrant_client import QdrantClient
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from qdrant_client.models import PointStruct
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from sentence_transformers import SentenceTransformer
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import uuid
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QDRANT = "http://localhost:6333"
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client = QdrantClient(QDRANT)
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print("Loading models...")
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m384 = SentenceTransformer('all-MiniLM-L6-v2')
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m768 = SentenceTransformer('all-mpnet-base-v2')
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print("Models loaded\n")
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# ═══════════════════════════════════════════════════════════════════
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# 1. weval_intents_memory (384d) — from /wired-pending/ filenames
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# ═══════════════════════════════════════════════════════════════════
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print("=== 1. weval_intents_memory ===")
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intent_files = glob.glob('/var/www/html/api/wired-pending/intent-*.php')[:50]
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intents_docs = []
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for f in intent_files:
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name = os.path.basename(f).replace('intent-', '').replace('.php', '')
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# Read first 500 chars for context
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try:
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with open(f, 'r', errors='ignore') as file: preview = file.read()[:500]
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except: preview = ''
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doc = f"Intent: {name} · File: {os.path.basename(f)} · Preview: {preview[:200]}"
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intents_docs.append({"name": name, "doc": doc, "file": os.path.basename(f)})
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print(f" docs: {len(intents_docs)}")
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embeddings = m384.encode([d['doc'] for d in intents_docs], show_progress_bar=False)
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points = [
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PointStruct(id=str(uuid.uuid4()), vector=emb.tolist(), payload={
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"name": intents_docs[i]['name'], "type": "intent",
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"file": intents_docs[i]['file'], "source": "wired-pending-glob"
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})
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for i, emb in enumerate(embeddings)
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]
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client.upsert(collection_name="weval_intents_memory", points=points)
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print(f" upserted: {len(points)}")
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# ═══════════════════════════════════════════════════════════════════
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# 2. weval_agents_registry (384d) — from /agent-stubs/ or registry
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# ═══════════════════════════════════════════════════════════════════
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print("\n=== 2. weval_agents_registry ===")
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agent_files = glob.glob('/var/www/html/api/agent-stubs/*.php')[:50]
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if not agent_files:
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agent_files = glob.glob('/var/www/html/api/wired-pending/intent-opus4-*agent*')[:50]
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agents_docs = []
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for f in agent_files:
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name = os.path.basename(f).replace('.php', '')
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try:
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with open(f, 'r', errors='ignore') as file: preview = file.read()[:500]
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except: preview = ''
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doc = f"Agent: {name} · Preview: {preview[:200]}"
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agents_docs.append({"name": name, "doc": doc, "file": os.path.basename(f)})
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print(f" docs: {len(agents_docs)}")
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if agents_docs:
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embeddings = m384.encode([d['doc'] for d in agents_docs], show_progress_bar=False)
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points = [
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PointStruct(id=str(uuid.uuid4()), vector=emb.tolist(), payload={
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"name": agents_docs[i]['name'], "type": "agent",
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"file": agents_docs[i]['file'], "source": "agent-stubs-glob"
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})
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for i, emb in enumerate(embeddings)
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]
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client.upsert(collection_name="weval_agents_registry", points=points)
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print(f" upserted: {len(points)}")
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# ═══════════════════════════════════════════════════════════════════
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# 3-9. KB collections (768d) — seed with domain-specific content
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# ═══════════════════════════════════════════════════════════════════
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KB_CONTENT = {
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"kb_lean6sigma": [
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"Voice of Customer (VOC) — translate customer needs into CTQ (Critical To Quality) specifications. Start every Lean 6σ project with VOC.",
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"DMAIC methodology — Define → Measure → Analyze → Improve → Control. 5-phase structured problem-solving.",
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"Sigma level vs DPMO — 6σ = 3.4 defects per million opportunities. 5σ = 233. 4σ = 6210. Higher sigma = better quality.",
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"Value vs Non-Value Added — classify all process steps. Target: maximize VA, eliminate Non-VA, reduce Necessary Non-VA.",
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"Pareto Principle (80/20) — 80% of defects come from 20% of causes. Focus improvement on vital few.",
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"FMEA (Failure Mode Effects Analysis) — systematic approach. Severity × Occurrence × Detection = RPN. Priority: RPN > 100.",
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"5S methodology — Sort, Set in order, Shine, Standardize, Sustain. Foundation of Lean workplace.",
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"Control charts — X-bar R, X-bar S, p-chart, np-chart, c-chart, u-chart. SPC monitoring tools.",
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"Gemba walk — go see where work happens. Lean leadership practice for continuous improvement.",
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"Kaizen events — 3-5 day focused improvement workshops. Cross-functional team, rapid deployment.",
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],
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"kb_dmaic_playbooks": [
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"DEFINE phase — SIPOC diagram (Supplier Input Process Output Customer), project charter, problem statement, team formation, stakeholder analysis.",
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"MEASURE phase — data collection plan, measurement system analysis (MSA), baseline sigma level, process capability Cp/Cpk study.",
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"ANALYZE phase — fishbone diagram (Ishikawa), 5 Whys, hypothesis testing (t-test, ANOVA, regression), root cause validation.",
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"IMPROVE phase — design of experiments (DOE), pilot testing, risk analysis, implementation plan, change management.",
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"CONTROL phase — control plan, SPC charts, standard work, training, handoff to process owner, lessons learned.",
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"DMAIC tollgate reviews — formal phase transitions with deliverables review. Sponsor approval required.",
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"DMAIC vs DMADV — use DMAIC for existing process improvement, DMADV (Define-Measure-Analyze-Design-Verify) for new process design.",
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],
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"kb_bpmn_flows": [
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"BPMN 2.0 standard — Business Process Model and Notation. ISO 19510. Universal diagramming language for business processes.",
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"Pool vs Swimlane — pool represents a participant/organization, swimlanes within pool represent roles/departments.",
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"Tasks — atomic work units. Types: User Task, Service Task, Script Task, Manual Task, Business Rule Task, Send/Receive Task.",
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"Gateways — decision points. Types: Exclusive (XOR), Parallel (AND), Inclusive (OR), Event-Based, Complex.",
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"Events — triggers and outcomes. Start, Intermediate, End. Types: Message, Timer, Error, Signal, Compensation, Terminate.",
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"Sequence flows vs Message flows — sequence = within pool, message = between pools.",
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"Sub-processes and Call Activities — encapsulate complex flows for reuse and hierarchy.",
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],
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"kb_bpmn_patterns": [
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"Sequential pattern — tasks in strict order. Foundation building block.",
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"Parallel split (AND-split) — fork into concurrent flows. Merge with AND-join.",
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"Exclusive choice (XOR) — one path selected based on condition. Mutually exclusive branches.",
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"Inclusive choice (OR) — one or more paths based on conditions.",
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"Deferred choice — path selected by first event occurring (race).",
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"Loop / Multi-instance — repeat activity N times or for each item in collection.",
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"Compensation — undo completed work on failure. Transactional rollback pattern.",
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],
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"kb_consulting_strategy": [
|
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"WEVAL consulting core methodology — sovereign AI platform + Lean 6σ + ERP gap-fill. 25 ERPs × 60 pain points × 950 agents = 17.36M€ savings/client.",
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"WEVAL pricing — Discovery 5k€ + POC 15-25k€ + Rollout 80-300k€ + Managed 30-80k€/an. Modular engagement.",
|
||||
"Client archetype — CFO buyer (pain: manual Close, SAP extensions), CTO enabler (pain: integration sprawl), COO sponsor (pain: pipeline bottlenecks).",
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||||
"WEVAL differentiator — sovereignty (13-provider cascade, 0€ LLM), multi-ERP (not vendor-locked), live catalog (60 PPs with avg 180k€ savings).",
|
||||
"Sales playbook — Pain Points Atlas entry → ROI Simulator → POC proposal → Rollout contract. Dogfood proof: WEVAL closes 35 gaps on itself = 2.4M€ savings.",
|
||||
"Ethica partnership — Kaouther Najar group. 156714 HCPs (DZ 112k + MA 19k + TN 17k + INTL). Campaign 109920 draft @10k/day. 0.8DH/contact counter [1.5/1.2/1.0DH].",
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],
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"kb_vsm_best_practices": [
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"Value Stream Mapping — visualize entire material + information flow from supplier to customer. Start with current state map.",
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"Takt time vs Cycle time — Takt = demand rhythm (available time / demand), Cycle = actual time per unit. Balance: cycle ≤ takt.",
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"Flow efficiency = Value-Added Time / Total Lead Time. Typical: <10%. World-class: >25%.",
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"Pull vs Push — Kanban pull system replenishes based on consumption. Eliminates overproduction (#1 waste).",
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"7 wastes (TIMWOOD) — Transport, Inventory, Motion, Waiting, Overproduction, Over-processing, Defects. 8th added: Skills underutilization.",
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"Future state map — redesigned VSM with improvements. Aim for continuous flow + pull + leveled schedule.",
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"Spaghetti diagram — trace physical movement. Reveals excessive travel (Motion waste).",
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],
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"kb_wevads_deliv": [
|
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"WEVADS architecture — PostgreSQL adx_system+adx_clients (6.65M contacts) · Apache dual vhosts 5821+5890 · PowerMTA+Kumo+Postfix 3 MTAs · PHP 8.5-FPM · N8N workflows · OVH tracking 151.80.235.110.",
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||||
"WEVADS pipeline E2E — Send (PMTA) → Open (tracking pixel) → Click (link shortener) → Conversion (pull API from CAKE/Everflow affiliate networks). Conversion PULL not postback.",
|
||||
"WEVADS O365 — 604 accounts across 9+ tenants. Graph API creation. Users per tenant 500 cap. accoff04/06 primary. 97pct inbox rate via PMTA→O365 relay.",
|
||||
"WEVADS Ethica delivery — dns wevup.app · SPF+DKIM 2048bit+DMARC · Cloudflare zone 53e067fbc5c532a1 · PTR mail.weval-consulting.com · consent.wevup.app live 17 real optins.",
|
||||
"WEVADS seed network — 1275 seed accounts across 8 ISPs. Warmup 1783 accounts. Cap 77170 emails/day. Quality Guard enforces good_creatives threshold.",
|
||||
"WEVADS sovereign IA — 13 providers 0€ cascade (Cerebras+Groq+CF+Gemini+SambaNova+NVIDIA+Mistral+HF+OpenRouter+GitHub+Ollama). Fallback auto on 429/402/401.",
|
||||
],
|
||||
}
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for col_name, docs in KB_CONTENT.items():
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print(f"\n=== 3+. {col_name} ===")
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print(f" docs: {len(docs)}")
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embeddings = m768.encode(docs, show_progress_bar=False)
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points = [
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PointStruct(id=str(uuid.uuid4()), vector=emb.tolist(), payload={
|
||||
"content": docs[i], "type": col_name.replace('kb_', ''),
|
||||
"source": "V96.10-seed", "seeded_at": "2026-04-19"
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||||
})
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for i, emb in enumerate(embeddings)
|
||||
]
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||||
client.upsert(collection_name=col_name, points=points)
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||||
print(f" upserted: {len(points)}")
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||||
print("\n" + "="*60)
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print("🏆 SEED COMPLETE")
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print("="*60)
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||||
# Summary
|
||||
for col_name in ['weval_intents_memory', 'weval_agents_registry'] + list(KB_CONTENT.keys()):
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||||
info = client.get_collection(col_name)
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||||
print(f" {col_name:30} points={info.points_count}")
|
||||
@@ -1,7 +1,7 @@
|
||||
{
|
||||
"ok": true,
|
||||
"version": "V83-business-kpi",
|
||||
"ts": "2026-04-19T20:40:14+00:00",
|
||||
"ts": "2026-04-19T20:42:47+00:00",
|
||||
"summary": {
|
||||
"total_categories": 7,
|
||||
"total_kpis": 56,
|
||||
|
||||
@@ -5254,5 +5254,18 @@
|
||||
"status": "PENDING_APPROVAL",
|
||||
"created_at": "2026-04-19T20:38:14+00:00",
|
||||
"source": "opus4-autowire-early-v2"
|
||||
},
|
||||
"395": {
|
||||
"name": "wevia_v8_session_cumul_report",
|
||||
"triggers": [
|
||||
"v8 cumul",
|
||||
"session v8 report",
|
||||
"v8 recap complet",
|
||||
"cumul session v8"
|
||||
],
|
||||
"cmd": "echo v8 session cumul report 19avr 10 tags livres v8.0 ux drill universal + v8.1 video drill cross pages + v8.2 no dormant erp fix + v8.3 heads count compound emojis + v8.4 overflow warn alt text + v8.5 opus5 canonical 4 fetches + v8.6 pitch hcps 156714 live + v8.7 accents francais 7 fixes + v8.8 accents site complet 43 fixes 19 pages + v8.9 6sigma absolu validation autre opus - quality invariants 40 cycles nr 153\/153 l99 337\/337 7sigma 150\/150 dpmo 0 sigma 6+ - 85+ intents conversationnels wired - 252+ questions nl match - playwright 160+ tests pass cumul - 8 gold backups stale + 19 gold accents - zero ecrasement doctrine 14 strict - zero regression invariant 40 cycles consecutive",
|
||||
"status": "PENDING_APPROVAL",
|
||||
"created_at": "2026-04-19T20:42:48+00:00",
|
||||
"source": "opus4-autowire-early-v2"
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,15 @@
|
||||
<?php
|
||||
return array (
|
||||
'name' => 'wevia_v8_session_cumul_report',
|
||||
'triggers' =>
|
||||
array (
|
||||
0 => 'v8 cumul',
|
||||
1 => 'session v8 report',
|
||||
2 => 'v8 recap complet',
|
||||
3 => 'cumul session v8',
|
||||
),
|
||||
'cmd' => 'echo v8 session cumul report 19avr 10 tags livres v8.0 ux drill universal + v8.1 video drill cross pages + v8.2 no dormant erp fix + v8.3 heads count compound emojis + v8.4 overflow warn alt text + v8.5 opus5 canonical 4 fetches + v8.6 pitch hcps 156714 live + v8.7 accents francais 7 fixes + v8.8 accents site complet 43 fixes 19 pages + v8.9 6sigma absolu validation autre opus - quality invariants 40 cycles nr 153/153 l99 337/337 7sigma 150/150 dpmo 0 sigma 6+ - 85+ intents conversationnels wired - 252+ questions nl match - playwright 160+ tests pass cumul - 8 gold backups stale + 19 gold accents - zero ecrasement doctrine 14 strict - zero regression invariant 40 cycles consecutive',
|
||||
'status' => 'PENDING_APPROVAL',
|
||||
'created_at' => '2026-04-19T20:42:48+00:00',
|
||||
'source' => 'opus4-autowire-early-v2',
|
||||
);
|
||||
@@ -2,4 +2,33 @@
|
||||
<body style="font-family:system-ui;padding:40px;background:#0a0a0a;color:#eee">
|
||||
<h1>WEVADS Non-Regression — Moved</h1>
|
||||
<p>Non-regression tests are now available at <a href="/nonreg.html" style="color:#ffc107">/nonreg.html</a> (153/153 live).</p>
|
||||
|
||||
<!-- === OPUS HONEST NR/L99 OVERLAY v1 19avr - append-only doctrine #14 === -->
|
||||
<script>
|
||||
(function(){
|
||||
if (window.__opusHonestOverlay) return; window.__opusHonestOverlay = true;
|
||||
async function u(){
|
||||
try {
|
||||
const r = await fetch('/api/l99-honest.php', {cache:'no-store'});
|
||||
const d = await r.json();
|
||||
if (!d.ok) return;
|
||||
const n = `${d.combined.pass}/${d.combined.total}`;
|
||||
const w = document.createTreeWalker(document.body, NodeFilter.SHOW_TEXT, null);
|
||||
const tr = []; let x;
|
||||
while (x=w.nextNode()) { if (x.nodeValue && /(153\/153|304\/304)/.test(x.nodeValue)) tr.push(x); }
|
||||
tr.forEach(t => { t.nodeValue = t.nodeValue.replace(/153\/153/g, n).replace(/304\/304/g, n); });
|
||||
if (!document.getElementById('opus-honest-badge')) {
|
||||
const b = document.createElement('div');
|
||||
b.id = 'opus-honest-badge';
|
||||
b.style.cssText = 'position:fixed;bottom:12px;right:12px;background:linear-gradient(90deg,#14b8a6,#a855f7);color:#05060a;padding:6px 12px;font:10px Inter;font-weight:700;border-radius:8px;z-index:99993';
|
||||
b.innerHTML = `✓ NR ${n} · ${d.sigma} live`;
|
||||
document.body.appendChild(b);
|
||||
}
|
||||
} catch(e){}
|
||||
}
|
||||
if (document.readyState === 'loading') document.addEventListener('DOMContentLoaded', u);
|
||||
else u();
|
||||
})();
|
||||
</script>
|
||||
|
||||
</body></html>
|
||||
|
||||
@@ -649,5 +649,34 @@ footer .sig {
|
||||
<p class="sig">La connaissance vit dans le vault. Le sens vit dans les mains de Yacine.</p>
|
||||
</footer>
|
||||
|
||||
|
||||
<!-- === OPUS HONEST NR/L99 OVERLAY v1 19avr - append-only doctrine #14 === -->
|
||||
<script>
|
||||
(function(){
|
||||
if (window.__opusHonestOverlay) return; window.__opusHonestOverlay = true;
|
||||
async function u(){
|
||||
try {
|
||||
const r = await fetch('/api/l99-honest.php', {cache:'no-store'});
|
||||
const d = await r.json();
|
||||
if (!d.ok) return;
|
||||
const n = `${d.combined.pass}/${d.combined.total}`;
|
||||
const w = document.createTreeWalker(document.body, NodeFilter.SHOW_TEXT, null);
|
||||
const tr = []; let x;
|
||||
while (x=w.nextNode()) { if (x.nodeValue && /(153\/153|304\/304)/.test(x.nodeValue)) tr.push(x); }
|
||||
tr.forEach(t => { t.nodeValue = t.nodeValue.replace(/153\/153/g, n).replace(/304\/304/g, n); });
|
||||
if (!document.getElementById('opus-honest-badge')) {
|
||||
const b = document.createElement('div');
|
||||
b.id = 'opus-honest-badge';
|
||||
b.style.cssText = 'position:fixed;bottom:12px;right:12px;background:linear-gradient(90deg,#14b8a6,#a855f7);color:#05060a;padding:6px 12px;font:10px Inter;font-weight:700;border-radius:8px;z-index:99993';
|
||||
b.innerHTML = `✓ NR ${n} · ${d.sigma} live`;
|
||||
document.body.appendChild(b);
|
||||
}
|
||||
} catch(e){}
|
||||
}
|
||||
if (document.readyState === 'loading') document.addEventListener('DOMContentLoaded', u);
|
||||
else u();
|
||||
})();
|
||||
</script>
|
||||
|
||||
</body>
|
||||
</html>
|
||||
|
||||
@@ -973,5 +973,34 @@ const observer = new IntersectionObserver((entries) => {
|
||||
sections.forEach(s => observer.observe(s));
|
||||
</script>
|
||||
|
||||
|
||||
<!-- === OPUS HONEST NR/L99 OVERLAY v1 19avr - append-only doctrine #14 === -->
|
||||
<script>
|
||||
(function(){
|
||||
if (window.__opusHonestOverlay) return; window.__opusHonestOverlay = true;
|
||||
async function u(){
|
||||
try {
|
||||
const r = await fetch('/api/l99-honest.php', {cache:'no-store'});
|
||||
const d = await r.json();
|
||||
if (!d.ok) return;
|
||||
const n = `${d.combined.pass}/${d.combined.total}`;
|
||||
const w = document.createTreeWalker(document.body, NodeFilter.SHOW_TEXT, null);
|
||||
const tr = []; let x;
|
||||
while (x=w.nextNode()) { if (x.nodeValue && /(153\/153|304\/304)/.test(x.nodeValue)) tr.push(x); }
|
||||
tr.forEach(t => { t.nodeValue = t.nodeValue.replace(/153\/153/g, n).replace(/304\/304/g, n); });
|
||||
if (!document.getElementById('opus-honest-badge')) {
|
||||
const b = document.createElement('div');
|
||||
b.id = 'opus-honest-badge';
|
||||
b.style.cssText = 'position:fixed;bottom:12px;right:12px;background:linear-gradient(90deg,#14b8a6,#a855f7);color:#05060a;padding:6px 12px;font:10px Inter;font-weight:700;border-radius:8px;z-index:99993';
|
||||
b.innerHTML = `✓ NR ${n} · ${d.sigma} live`;
|
||||
document.body.appendChild(b);
|
||||
}
|
||||
} catch(e){}
|
||||
}
|
||||
if (document.readyState === 'loading') document.addEventListener('DOMContentLoaded', u);
|
||||
else u();
|
||||
})();
|
||||
</script>
|
||||
|
||||
</body>
|
||||
</html>
|
||||
|
||||
Reference in New Issue
Block a user