feat: 회고 시스템 Phase 1 캡처 파이프라인
chat_bridge에 회고 채널 텍스트 폴링 + n8n 포워딩 추가. n8n 워크플로우(8노드): Webhook → Validate → Qwen 분류 → PostgreSQL INSERT → Chat 확인. retrospect 스키마 + 3 테이블 (entries, reviews, patterns). Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
This commit is contained in:
Hyungi Ahn
@@ -60,6 +60,14 @@ IMAP_SSL=true
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KARAKEEP_URL=http://192.168.1.227:3000
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KARAKEEP_API_KEY=changeme
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# 회고 시스템 (chat_bridge.py → n8n retrospect pipeline)
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# Synology Chat #회고 채널 ID (0이면 비활성)
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RETROSPECT_CHANNEL_ID=0
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# #회고 채널 Incoming Webhook URL (확인 메시지 발송용)
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RETROSPECT_CHAT_WEBHOOK_URL=https://your-nas:5001/webapi/entry.cgi?api=SYNO.Chat.External&method=incoming&version=2&token=RETRO_TOKEN
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# n8n retrospect webhook (chat_bridge → n8n 포워딩)
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N8N_RETROSPECT_WEBHOOK_URL=http://localhost:5678/webhook/retrospect
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# Intent Service — Claude API fallback 월간 예산 (USD)
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API_MONTHLY_LIMIT=10.00
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@@ -43,10 +43,11 @@ bot-n8n (맥미니 Docker) — 51노드 파이프라인
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별도 워크플로우:
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Mail Processing Pipeline (9노드) — mail_bridge 날짜 기반 조회 → dedup → 분류 → mail_logs
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Retrospect Capture Pipeline (8노드) — chat_bridge 텍스트 포워딩 → Qwen 분류 → retrospect.entries 저장 → Chat 확인
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네이티브 서비스 (맥미니):
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heic_converter (:8090) — HEIC→JPEG 변환 (macOS sips)
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chat_bridge (:8091) — DSM Chat API 브릿지 (사진 폴링/다운로드)
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chat_bridge (:8091) — DSM Chat API 브릿지 (사진 폴링/다운로드 + 회고 채널 텍스트 폴링)
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caldav_bridge (:8092) — CalDAV REST 래퍼 (Synology Calendar, VEVENT+VTODO)
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mail_bridge (:8094) — IMAP 날짜 기반 메일 조회 (MailPlus)
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kb_writer (:8095) — 마크다운 KB 저장
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@@ -71,7 +72,7 @@ NAS (192.168.1.227):
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| Ollama (GPU) | 192.168.1.186 (RTX 4070Ti Super) | 11434 | id-9b:latest (이드 특화 분류+응답), qwen3.5:9b-q8_0 (레거시 백업) |
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| Claude Haiku Vision | Anthropic API | — | 사진 분석+구조화 (field_report, log_event) |
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| heic_converter | 네이티브 (맥미니) | 8090 | HEIC→JPEG 변환 (macOS sips) |
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| chat_bridge | 네이티브 (맥미니) | 8091 | DSM Chat API 브릿지 (사진 폴링/다운로드) |
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| chat_bridge | 네이티브 (맥미니) | 8091 | DSM Chat API 브릿지 (사진 폴링/다운로드 + 회고 텍스트 폴링) |
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| caldav_bridge | 네이티브 (맥미니) | 8092 | CalDAV REST 래퍼 (Synology Calendar) |
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| mail_bridge | 네이티브 (맥미니) | 8094 | IMAP 날짜 기반 메일 조회 (MailPlus) |
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| kb_writer | 네이티브 (맥미니) | 8095 | 마크다운 KB 저장 |
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@@ -105,6 +106,7 @@ NAS (192.168.1.227):
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**기존**: `ai_configs`, `routing_rules`, `prompts`, `chat_logs`, `mail_accounts`
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**신규**: `document_ingestion_log`, `field_reports`, `classification_logs`, `mail_logs`, `calendar_events` (+caldav_uid, +description, +created_by), `report_cache`, `api_usage_monthly`, `news_digest_log`
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**회고**: `retrospect.entries`, `retrospect.reviews`, `retrospect.patterns` (별도 스키마)
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상세 스키마는 [docs/architecture.md](docs/architecture.md) 참조.
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@@ -1,4 +1,4 @@
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"""DSM Chat API Bridge — 사진 폴링 + 다운로드 서비스 (port 8091)"""
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"""DSM Chat API Bridge — 사진 폴링 + 회고 텍스트 포워딩 서비스 (port 8091)"""
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import asyncio
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import base64
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@@ -25,10 +25,15 @@ CHAT_CHANNEL_ID = int(os.getenv("CHAT_CHANNEL_ID", "17"))
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SYNOLOGY_CHAT_WEBHOOK_URL = os.getenv("SYNOLOGY_CHAT_WEBHOOK_URL", "")
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HEIC_CONVERTER_URL = os.getenv("HEIC_CONVERTER_URL", "http://127.0.0.1:8090")
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POLL_INTERVAL = int(os.getenv("POLL_INTERVAL", "5"))
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RETROSPECT_CHANNEL_ID = int(os.getenv("RETROSPECT_CHANNEL_ID", "0"))
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RETROSPECT_CHAT_WEBHOOK_URL = os.getenv("RETROSPECT_CHAT_WEBHOOK_URL", "")
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N8N_RETROSPECT_WEBHOOK_URL = os.getenv("N8N_RETROSPECT_WEBHOOK_URL",
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"http://localhost:5678/webhook/retrospect")
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# State
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sid: str = ""
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last_seen_post_id: int = 0
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retro_last_seen_post_id: int = 0
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pending_photos: dict[int, dict] = {} # user_id -> {post_id, create_at, filename}
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@@ -140,6 +145,47 @@ async def poll_channel(client: httpx.AsyncClient):
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logger.error(f"Poll error: {e}")
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async def forward_to_n8n(post: dict):
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payload = {
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"text": post.get("msg", ""),
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"user_id": post.get("creator_id", 0),
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"username": post.get("display_name", post.get("username", "unknown")),
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"post_id": post.get("post_id", 0),
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"timestamp": post.get("create_at", 0),
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}
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try:
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async with httpx.AsyncClient(verify=False) as client:
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resp = await client.post(N8N_RETROSPECT_WEBHOOK_URL,
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json=payload, timeout=10)
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logger.info(f"Forwarded retrospect post_id={post.get('post_id')} "
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f"to n8n: {resp.status_code}")
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except Exception as e:
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logger.error(f"Failed to forward to n8n: {e}")
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async def poll_retrospect_channel(client: httpx.AsyncClient):
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global retro_last_seen_post_id
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if not RETROSPECT_CHANNEL_ID:
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return
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try:
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data = await api_call(client, "SYNO.Chat.Post", 8, "list",
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{"channel_id": RETROSPECT_CHANNEL_ID, "limit": 10})
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posts = extract_posts(data)
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for post in posts:
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post_id = post.get("post_id", 0)
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if post_id <= retro_last_seen_post_id:
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continue
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# 텍스트 메시지만 포워딩 (파일/시스템 메시지 제외)
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if post.get("type", "normal") == "normal" and post.get("msg", "").strip():
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await forward_to_n8n(post)
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if posts:
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max_id = max(p.get("post_id", 0) for p in posts)
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if max_id > retro_last_seen_post_id:
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retro_last_seen_post_id = max_id
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except Exception as e:
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logger.error(f"Retrospect poll error: {e}")
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async def polling_loop():
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async with httpx.AsyncClient(verify=False) as client:
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# Login
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@@ -155,7 +201,7 @@ async def polling_loop():
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await asyncio.sleep(5)
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# Initialize last_seen_post_id
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global last_seen_post_id
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global last_seen_post_id, retro_last_seen_post_id
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try:
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data = await api_call(client, "SYNO.Chat.Post", 8, "list",
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{"channel_id": CHAT_CHANNEL_ID, "limit": 5})
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@@ -166,9 +212,23 @@ async def polling_loop():
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except Exception as e:
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logger.warning(f"Failed to init last_seen_post_id: {e}")
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# Initialize retro_last_seen_post_id
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if RETROSPECT_CHANNEL_ID:
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try:
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data = await api_call(client, "SYNO.Chat.Post", 8, "list",
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{"channel_id": RETROSPECT_CHANNEL_ID, "limit": 1})
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posts = extract_posts(data)
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if posts:
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retro_last_seen_post_id = max(p.get("post_id", 0) for p in posts)
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logger.info(f"Initialized retro_last_seen_post_id={retro_last_seen_post_id}")
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except Exception as e:
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logger.warning(f"Failed to init retro_last_seen_post_id: {e}")
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# Poll loop
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while True:
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await poll_channel(client)
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await asyncio.sleep(0.5) # DSM API 호출 간격
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await poll_retrospect_channel(client)
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await asyncio.sleep(POLL_INTERVAL)
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@@ -286,6 +346,8 @@ async def health():
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"status": "ok",
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"sid_active": bool(sid),
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"last_seen_post_id": last_seen_post_id,
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"retro_last_seen_post_id": retro_last_seen_post_id,
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"retro_channel_id": RETROSPECT_CHANNEL_ID,
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"pending_photos": {
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str(uid): info["filename"]
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for uid, info in pending_photos.items()
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@@ -33,6 +33,7 @@ services:
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- CALDAV_BRIDGE_URL=http://host.docker.internal:8092
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- MAIL_BRIDGE_URL=http://host.docker.internal:8094
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- KB_WRITER_URL=http://host.docker.internal:8095
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- RETROSPECT_CHAT_WEBHOOK_URL=${RETROSPECT_CHAT_WEBHOOK_URL}
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- NODE_FUNCTION_ALLOW_BUILTIN=crypto,http,https,url
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volumes:
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- ./n8n/data:/home/node/.n8n
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50
init/migrate-v6.sql
Normal file
50
init/migrate-v6.sql
Normal file
@@ -0,0 +1,50 @@
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-- migrate-v6.sql: 회고 시스템 (retrospect) 스키마 + 테이블
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-- 실행: docker exec -i bot-postgres psql -U bot -d chatbot < init/migrate-v6.sql
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CREATE SCHEMA IF NOT EXISTS retrospect;
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CREATE TABLE IF NOT EXISTS retrospect.entries (
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id BIGSERIAL PRIMARY KEY,
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created_at TIMESTAMPTZ NOT NULL DEFAULT NOW(),
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raw_text TEXT NOT NULL,
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domain VARCHAR(20) NOT NULL, -- work | health | finance
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entry_type VARCHAR(20) NOT NULL, -- event | reflection | regret | log
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sentiment VARCHAR(10) NOT NULL, -- positive | neutral | negative
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tags TEXT[] DEFAULT '{}',
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confidence REAL DEFAULT 0.0,
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source VARCHAR(20) DEFAULT 'chat',
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reviewed BOOLEAN DEFAULT FALSE,
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source_post_id INTEGER,
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username VARCHAR(100)
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);
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CREATE INDEX IF NOT EXISTS idx_entries_created ON retrospect.entries (created_at DESC);
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CREATE INDEX IF NOT EXISTS idx_entries_domain ON retrospect.entries (domain);
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CREATE INDEX IF NOT EXISTS idx_entries_type ON retrospect.entries (entry_type);
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CREATE INDEX IF NOT EXISTS idx_entries_reviewed ON retrospect.entries (reviewed) WHERE NOT reviewed;
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CREATE INDEX IF NOT EXISTS idx_entries_tags ON retrospect.entries USING GIN(tags);
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-- 중복 방지: chat_bridge 재시작 시 같은 post 재처리 방지
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CREATE UNIQUE INDEX IF NOT EXISTS idx_entries_post_id ON retrospect.entries (source_post_id)
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WHERE source_post_id IS NOT NULL;
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CREATE TABLE IF NOT EXISTS retrospect.reviews (
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id BIGSERIAL PRIMARY KEY,
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created_at TIMESTAMPTZ NOT NULL DEFAULT NOW(),
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review_type VARCHAR(10) NOT NULL, -- daily | weekly | monthly
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period_start DATE NOT NULL,
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period_end DATE NOT NULL,
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content TEXT NOT NULL,
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entry_ids BIGINT[] DEFAULT '{}',
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model_used VARCHAR(50) NOT NULL
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);
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CREATE TABLE IF NOT EXISTS retrospect.patterns (
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id BIGSERIAL PRIMARY KEY,
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discovered_at TIMESTAMPTZ NOT NULL DEFAULT NOW(),
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domain VARCHAR(20) NOT NULL,
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pattern_type VARCHAR(20) NOT NULL, -- recurring_mistake | habit | correlation | improvement
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description TEXT NOT NULL,
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occurrences INTEGER DEFAULT 1,
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last_seen DATE NOT NULL,
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status VARCHAR(20) DEFAULT 'active'
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);
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223
n8n/workflows/retrospect-capture-pipeline.json
Normal file
223
n8n/workflows/retrospect-capture-pipeline.json
Normal file
@@ -0,0 +1,223 @@
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{
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"id": "mPretrocapture001",
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"name": "회고 캡처 파이프라인",
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"nodes": [
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{
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"parameters": {
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"httpMethod": "POST",
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"path": "retrospect",
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"responseMode": "responseNode",
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"options": {}
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},
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"id": "r1000001-0000-0000-0000-000000000001",
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"name": "Webhook",
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"type": "n8n-nodes-base.webhook",
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"typeVersion": 2,
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"position": [
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0,
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300
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],
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"webhookId": "retrospect"
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},
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{
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"parameters": {
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"jsCode": "const body = $input.first().json.body || $input.first().json;\nconst text = (body.text || '').trim();\nconst postId = body.post_id || 0;\nconst username = body.username || 'unknown';\nconst userId = body.user_id || 0;\nconst timestamp = body.timestamp || 0;\n\nconst valid = text.length > 0;\n\nreturn [{ json: { text, post_id: postId, username, user_id: userId, timestamp, valid } }];"
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},
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"id": "r1000001-0000-0000-0000-000000000002",
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"name": "Validate",
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"type": "n8n-nodes-base.code",
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"typeVersion": 1,
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"position": [
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220,
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300
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]
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},
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{
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"parameters": {
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"conditions": {
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"options": {
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"caseSensitive": true,
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"leftValue": "",
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"typeValidation": "strict"
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},
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"conditions": [
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{
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"id": "valid-check",
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"leftValue": "={{ $json.valid }}",
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"rightValue": true,
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"operator": {
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"type": "boolean",
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"operation": "true"
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}
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}
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],
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"combinator": "and"
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},
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"options": {}
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},
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"id": "r1000001-0000-0000-0000-000000000003",
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"name": "IF Valid?",
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"type": "n8n-nodes-base.if",
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"typeVersion": 2.2,
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"position": [
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440,
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300
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]
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},
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{
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"parameters": {
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"jsCode": "function httpPost(url, body, { timeout = 15000, headers = {} } = {}) {\n return new Promise((resolve, reject) => {\n const data = JSON.stringify(body);\n const u = require('url').parse(url);\n const mod = require(u.protocol === 'https:' ? 'https' : 'http');\n const req = mod.request({\n hostname: u.hostname, port: u.port, path: u.path,\n method: 'POST',\n headers: { 'Content-Type': 'application/json', 'Content-Length': Buffer.byteLength(data), ...headers }\n }, (res) => {\n let body = '';\n res.on('data', c => body += c);\n res.on('end', () => {\n if (res.statusCode >= 400) return reject(new Error(url + ' \\u2192 ' + res.statusCode + ': ' + body.slice(0, 200)));\n try { resolve(JSON.parse(body)); } catch(e) { reject(new Error('JSON parse error: ' + body.slice(0, 200))); }\n });\n });\n req.on('error', reject);\n req.setTimeout(timeout, () => { req.destroy(); reject(new Error(url + ' \\u2192 timeout after ' + timeout + 'ms')); });\n req.write(data);\n req.end();\n });\n}\n\nconst item = $input.first().json;\nconst text = item.text;\n\nconst prompt = `다음 텍스트를 분류하세요. JSON만 출력.\n\n분류 기준:\n- domain: work (업무, 회의, 프로젝트) | health (건강, 운동, 식사, 수면) | finance (지출, 투자, 예산)\n- entry_type: event (일어난 일) | reflection (생각, 깨달음) | regret (후회, 아쉬움) | log (단순 기록)\n- sentiment: positive | neutral | negative\n- tags: 관련 키워드 배열 (2~5개, 한국어)\n- confidence: 0.0~1.0 (분류 확신도)\n\n출력 형식:\n{\"domain\": \"...\", \"entry_type\": \"...\", \"sentiment\": \"...\", \"tags\": [\"...\"], \"confidence\": 0.0}\n\n텍스트: ${text}`;\n\ntry {\n const r = await httpPost(`${$env.GPU_OLLAMA_URL}/api/generate`,\n { model: 'id-9b:latest', system: '/no_think', prompt, stream: false, format: 'json', think: false },\n { timeout: 15000 }\n );\n const cls = JSON.parse(r.response);\n const validDomains = ['work', 'health', 'finance'];\n const validTypes = ['event', 'reflection', 'regret', 'log'];\n const validSentiments = ['positive', 'neutral', 'negative'];\n return [{ json: {\n ...item,\n domain: validDomains.includes(cls.domain) ? cls.domain : 'work',\n entry_type: validTypes.includes(cls.entry_type) ? cls.entry_type : 'log',\n sentiment: validSentiments.includes(cls.sentiment) ? cls.sentiment : 'neutral',\n tags: Array.isArray(cls.tags) ? cls.tags.slice(0, 5) : [],\n confidence: typeof cls.confidence === 'number' ? Math.min(1, Math.max(0, cls.confidence)) : 0.5,\n gpu_ok: true\n } }];\n} catch(e) {\n // GPU 타임아웃/장애 시 기본값으로 저장 (엔트리 유실 금지)\n return [{ json: {\n ...item,\n domain: 'work',\n entry_type: 'log',\n sentiment: 'neutral',\n tags: [],\n confidence: 0.0,\n gpu_ok: false\n } }];\n}"
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},
|
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"id": "r1000001-0000-0000-0000-000000000004",
|
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"name": "Qwen Classify",
|
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"type": "n8n-nodes-base.code",
|
||||
"typeVersion": 1,
|
||||
"position": [
|
||||
660,
|
||||
200
|
||||
]
|
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},
|
||||
{
|
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"parameters": {
|
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"operation": "executeQuery",
|
||||
"query": "=INSERT INTO retrospect.entries (raw_text, domain, entry_type, sentiment, tags, confidence, source_post_id, username) VALUES ('{{ $json.text.replace(/'/g, \"''\") }}', '{{ $json.domain }}', '{{ $json.entry_type }}', '{{ $json.sentiment }}', '{{ \"{\" + ($json.tags || []).map(t => '\"' + t.replace(/\"/g, '') + '\"').join(',') + \"}\" }}', {{ $json.confidence }}, {{ $json.post_id || 'NULL' }}, '{{ ($json.username || \"unknown\").replace(/'/g, \"''\") }}') ON CONFLICT (source_post_id) WHERE source_post_id IS NOT NULL DO NOTHING",
|
||||
"options": {}
|
||||
},
|
||||
"id": "r1000001-0000-0000-0000-000000000005",
|
||||
"name": "PostgreSQL INSERT",
|
||||
"type": "n8n-nodes-base.postgres",
|
||||
"typeVersion": 2.5,
|
||||
"position": [
|
||||
880,
|
||||
200
|
||||
],
|
||||
"credentials": {
|
||||
"postgres": {
|
||||
"id": "KaxU8iKtraFfsrTF",
|
||||
"name": "bot-postgres"
|
||||
}
|
||||
}
|
||||
},
|
||||
{
|
||||
"parameters": {
|
||||
"jsCode": "function httpPost(url, body, { timeout = 10000, headers = {} } = {}) {\n return new Promise((resolve, reject) => {\n const data = JSON.stringify(body);\n const u = require('url').parse(url);\n const mod = require(u.protocol === 'https:' ? 'https' : 'http');\n const options = {\n hostname: u.hostname, port: u.port, path: u.path,\n method: 'POST',\n headers: { 'Content-Type': 'application/json', 'Content-Length': Buffer.byteLength(data), ...headers },\n rejectUnauthorized: false\n };\n const req = mod.request(options, (res) => {\n let body = '';\n res.on('data', c => body += c);\n res.on('end', () => resolve({ statusCode: res.statusCode, body }));\n });\n req.on('error', reject);\n req.setTimeout(timeout, () => { req.destroy(); reject(new Error('timeout')); });\n req.write(data);\n req.end();\n });\n}\n\nconst item = $input.first().json;\nconst webhookUrl = $env.RETROSPECT_CHAT_WEBHOOK_URL || '';\n\nif (webhookUrl) {\n const tagsStr = (item.tags || []).map(t => '#' + t).join(' ');\n const msg = `\\u2713 [${item.domain}] ${tagsStr}`;\n try {\n await httpPost(webhookUrl, { text: msg }, { timeout: 10000 });\n } catch(e) {\n console.log('Chat ack failed: ' + e.message);\n }\n}\n\nreturn [{ json: { ...item, ack_sent: true } }];"
|
||||
},
|
||||
"id": "r1000001-0000-0000-0000-000000000006",
|
||||
"name": "Chat Confirm",
|
||||
"type": "n8n-nodes-base.code",
|
||||
"typeVersion": 1,
|
||||
"position": [
|
||||
1100,
|
||||
200
|
||||
]
|
||||
},
|
||||
{
|
||||
"parameters": {
|
||||
"respondWith": "json",
|
||||
"responseBody": "={ \"status\": \"ok\" }",
|
||||
"options": {}
|
||||
},
|
||||
"id": "r1000001-0000-0000-0000-000000000007",
|
||||
"name": "Respond 200",
|
||||
"type": "n8n-nodes-base.respondToWebhook",
|
||||
"typeVersion": 1.1,
|
||||
"position": [
|
||||
1320,
|
||||
200
|
||||
]
|
||||
},
|
||||
{
|
||||
"parameters": {
|
||||
"respondWith": "json",
|
||||
"responseBody": "={ \"status\": \"skipped\" }",
|
||||
"options": {}
|
||||
},
|
||||
"id": "r1000001-0000-0000-0000-000000000008",
|
||||
"name": "Respond Skip",
|
||||
"type": "n8n-nodes-base.respondToWebhook",
|
||||
"typeVersion": 1.1,
|
||||
"position": [
|
||||
660,
|
||||
420
|
||||
]
|
||||
}
|
||||
],
|
||||
"connections": {
|
||||
"Webhook": {
|
||||
"main": [
|
||||
[
|
||||
{
|
||||
"node": "Validate",
|
||||
"type": "main",
|
||||
"index": 0
|
||||
}
|
||||
]
|
||||
]
|
||||
},
|
||||
"Validate": {
|
||||
"main": [
|
||||
[
|
||||
{
|
||||
"node": "IF Valid?",
|
||||
"type": "main",
|
||||
"index": 0
|
||||
}
|
||||
]
|
||||
]
|
||||
},
|
||||
"IF Valid?": {
|
||||
"main": [
|
||||
[
|
||||
{
|
||||
"node": "Qwen Classify",
|
||||
"type": "main",
|
||||
"index": 0
|
||||
}
|
||||
],
|
||||
[
|
||||
{
|
||||
"node": "Respond Skip",
|
||||
"type": "main",
|
||||
"index": 0
|
||||
}
|
||||
]
|
||||
]
|
||||
},
|
||||
"Qwen Classify": {
|
||||
"main": [
|
||||
[
|
||||
{
|
||||
"node": "PostgreSQL INSERT",
|
||||
"type": "main",
|
||||
"index": 0
|
||||
}
|
||||
]
|
||||
]
|
||||
},
|
||||
"PostgreSQL INSERT": {
|
||||
"main": [
|
||||
[
|
||||
{
|
||||
"node": "Chat Confirm",
|
||||
"type": "main",
|
||||
"index": 0
|
||||
}
|
||||
]
|
||||
]
|
||||
},
|
||||
"Chat Confirm": {
|
||||
"main": [
|
||||
[
|
||||
{
|
||||
"node": "Respond 200",
|
||||
"type": "main",
|
||||
"index": 0
|
||||
}
|
||||
]
|
||||
]
|
||||
}
|
||||
},
|
||||
"settings": {
|
||||
"executionOrder": "v1"
|
||||
}
|
||||
}
|
||||
Reference in New Issue
Block a user