From 0b3ff8eb5a2cafe11d88267d1600d43ecae701e9 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=EA=B9=80=EC=84=B8=EB=AF=BC?= Date: Mon, 10 Aug 2026 03:10:15 +0000 Subject: [PATCH] docs: improve AI README with architecture --- README.md | 307 ++++++++++++++++++------- docs/assets/system-architecture-ai.png | Bin 0 -> 153126 bytes 2 files changed, 229 insertions(+), 78 deletions(-) create mode 100644 docs/assets/system-architecture-ai.png diff --git a/README.md b/README.md index 9187af5..fb7fc11 100644 --- a/README.md +++ b/README.md @@ -1,120 +1,271 @@ # PinLog AI -PinLog의 FastAPI AI 서버. **AI 계산과 AI 파생 데이터 처리**를 담당합니다. +PinLog의 내부용 FastAPI AI 서버입니다. Context 임베딩과 Keyword 판정 결과를 만들고, +사용자별 자연어 검색과 이미지 기반 장소 제안을 제공합니다. Client는 이 서버를 직접 호출하지 +않으며, Spring Backend가 내부 네트워크의 `/internal/v1/*` API를 호출합니다. -- Context Embedding 생성·저장 -- Keyword Preset 후보 벡터 검색 + LLM 최종 판정(`gemini-2.5-flash`) -- 개인 Context 자연어 검색(질의 Embedding + exact cosine) -- AI State 기반 멱등 실행·부분 재개 +## 시스템 아키텍처 -담당하지 않는 것: Core 도메인(`core.*`) 접근·상태 변경, User 인증, Feed, DB Migration 실행(back 소유). -Client는 이 서버를 직접 호출하지 않으며, `/internal/v1/*` 계약으로 내부 네트워크에서만 노출됩니다. +![PinLog AI 시스템 아키텍처](docs/assets/system-architecture-ai.png) -## 구성 +FastAPI는 AI 계산과 `ai` 스키마의 파생 데이터만 소유합니다. User 인증, 소유권 판단, +Core 도메인 상태 변경, Feed 계산, 최종 응답 조립은 Spring Backend의 책임입니다. -계층형 구조(`docs/spec/architecture.md` §2): `api → service → {repository, cache, client}`. +### 런타임 경계 +- **Internal-only API**: `/internal/v1/*`는 서비스 간 공유 시크릿을 검증하며 외부 Client에 + 노출하지 않습니다. `/health`와 `/ready`만 Kubernetes probe를 위해 인증 경계 밖에 둡니다. +- **단방향 의존**: `api → service → {repository, cache, client}`만 허용합니다. Router는 요청 + 검증과 HTTP 계약, service는 오케스트레이션과 트랜잭션 경계, repository는 `ai` SQL, + cache는 Preset 스냅샷, client는 외부 AI·검색 API 호출을 담당합니다. +- **DB 경계**: 애플리케이션 DB role은 `ai` 스키마만 접근합니다. 연결의 `search_path`는 + `ai, public`이며 `public`은 pgvector 타입 등록에만 필요합니다. `core`는 경로와 권한에서 + 제외하고 조회도 하지 않습니다. +- **Migration 소유권**: DDL과 Flyway migration은 Backend가 소유합니다. Backend Flyway가 + `ai` 스키마를 먼저 준비해야 서버와 Preset bootstrap을 실행할 수 있으며, AI 앱은 시작 시 + migration이나 DDL을 실행하지 않습니다. + +상세 계약은 [`docs/spec/architecture.md`](docs/spec/architecture.md)를 따릅니다. + +## 핵심 처리 흐름 + +### Context 처리: 비동기 접수 + +`POST /internal/v1/context/process`는 요청을 BackgroundTasks에 등록하고 **202 Accepted**를 즉시 +반환합니다. 202는 완료가 아니라 접수 성공을 뜻하며, 완료 webhook이나 polling API는 없습니다. +Backend는 `ai.context_ai_state`를 조회해 진행 상태를 확인합니다. + +```text +State 사전 검사 +→ Embedding 생성 또는 완료 결과 재사용 +→ Preset cosine Top-K 후보 선정 +→ 후보 안에서만 LLM judge +→ 저장 직전 State 재검사 +→ 파생 데이터 저장과 COMPLETED 전이 ``` + +Embedding과 Keyword는 독립 상태이므로 Embedding이 이미 완료된 요청은 Keyword 단계부터 부분 +재개할 수 있습니다. Preset 후보가 없으면 LLM을 호출하지 않고 Keyword 0건으로 정상 완료합니다. +자세한 순서와 상태 계약은 +[`context-processing.md`](docs/spec/context-processing.md), +[`state-machine.md`](docs/spec/state-machine.md), +[`partial-resume.md`](docs/spec/partial-resume.md), +[`keyword-preset.md`](docs/spec/keyword-preset.md)를 참고합니다. + +### 개인 검색: 동기 응답 + +`POST /internal/v1/search`는 요청 안에서 동기적으로 다음 흐름을 완료합니다. + +```text +Embedding Profile 검사 +→ 질의 전체를 한 번 Embedding +→ user_id · is_deleted · COMPLETED · Profile 필터 +→ pgvector exact cosine 계산 +→ Record별 최고 유사도 Context 집계와 결과 컷 +→ recordId · contextId · similarity · keywordMatched 반환 +``` + +검색은 HNSW/IVFFlat 같은 ANN 인덱스를 사용하지 않고 pgvector `<=>` 연산자의 **exact cosine**을 +사용합니다. 후보를 사용자와 상태로 먼저 제한하고, Record마다 가장 유사한 Context 하나만 +반환합니다. 원문과 소유권은 `core`에서 Backend가 다시 확인하며 FastAPI는 Core 본문을 읽거나 +반환하지 않습니다. 검색 질의 재작성과 Keyword 재정렬은 설정으로 활성화할 수 있는 강등 가능한 +보조 신호이며, 실패하면 기본 벡터 검색으로 복귀합니다. 별도의 +`POST /internal/v1/search/judge`는 Backend가 보낸 후보의 LLM 관련도를 동기 판정합니다. + +정확한 Query와 반환 계약은 [`docs/spec/personal-search.md`](docs/spec/personal-search.md)를 +참고합니다. + +### 삭제·중복·stale 작업 방어 + +모델 호출은 DB 트랜잭션 밖에서 수행하고, 상태 잠금은 결과 저장 직전에만 짧게 잡습니다. + +1. 잠금 없는 사전 검사는 이미 취소되거나 완료된 작업의 모델 호출 비용을 막습니다. +2. 조건부 UPDATE는 `PENDING` 또는 만료된 `PROCESSING`만 선점합니다. 영향 행 수가 0이면 + 중복 요청, 활성 작업, 완료·실패·취소 상태로 보고 정상 중단합니다. +3. Embedding/LLM 호출 뒤 같은 저장 트랜잭션에서 `SELECT ... FOR UPDATE`로 상태를 다시 + 확인합니다. 삭제·수정으로 `CANCELLED`가 되었거나 기대 상태가 아니면 늦은 결과를 폐기합니다. +4. 일시 오류는 `PROCESSING`을 유지해 만료 후 재스캔이 회수하고, 영구 오류만 해당 단계를 + `FAILED`로 전이합니다. FastAPI는 `CANCELLED`, `PENDING`, `retry_count`, `is_deleted`를 + 쓰지 않습니다. + +이 방어는 Context 수정도 새 `context_id` 생성과 기존 Context 취소로 취급한다는 불변성에 +기반합니다. 상세 내용은 +[`docs/spec/deletion-race-control.md`](docs/spec/deletion-race-control.md)와 +[`docs/spec/failure-recovery.md`](docs/spec/failure-recovery.md)를 참고합니다. + +## Preset startup cache + +활성 상태이고 현재 Embedding Profile과 일치하는 Keyword Preset을 lifespan startup에서 한 번 +읽어 프로세스 메모리에 올립니다. `BLOCKED` Preset은 후보에서 제외하며, 유효한 Preset이 0건이면 +잘못된 Keyword 완료를 만들지 않도록 서버 시작을 실패시킵니다. 캐시는 worker별 읽기 전용 +스냅샷이고 TTL 갱신은 없습니다. Preset 변경은 bootstrap과 배포 후 프로세스 재시작으로 +반영합니다. + +## 코드 구조 + +```text app/ -├── main.py # lifespan, 라우터, 미들웨어, /health -├── api/probe.py # /ready (readiness) -├── api/internal/v1/ # context.py(/context/process), search.py(/search) -├── service/ # context_processing, embedding, keyword, search -├── repository/ # ai_state, context_embedding, context_keyword, keyword_preset -├── client/ # embedding_client(GMS), llm_client(Gemini) -├── cache/preset_cache.py # Preset 메모리 캐시 -├── core/ # config, db, errors, security, logging -├── bootstrap/load_presets.py -└── smoke/gms_roundtrip.py # GMS 양방향 실호출 스모크(배포 게이트) -data/keyword_preset.yaml # Preset 시드(27개) -tests/ # 통합 테스트(Testcontainers) — tests/README.md 참고 +├── main.py # lifespan 조립, middleware, exception handler, /health +├── api/ +│ ├── probe.py # /ready +│ └── internal/v1/ # context, search/judge, place-suggestions +├── service/ # 처리·검색·장소 제안 오케스트레이션 +├── repository/ # ai schema SQL +├── cache/preset_cache.py # worker-local Preset snapshot +├── client/ # Embedding, LLM, vision, Kakao clients +├── core/ # config, DB pool, error, security, logging +├── bootstrap/load_presets.py # Preset bootstrap CLI +└── smoke/gms_roundtrip.py # 배포 전 외부 AI round-trip smoke +data/keyword_preset.yaml # Preset seed source +tests/ # pgvector Testcontainers 기반 테스트 ``` -## 환경 +## 기술 스택 -Python **3.12 고정**(`.python-version`, `pyproject.toml`). 챗봇/GraphRAG 스택 대비 상한 `<3.13`. +- Python `>=3.12,<3.13` (`pyproject.toml`, `.python-version`) +- FastAPI `0.139.2`, Pydantic `2.13.4`, Uvicorn `0.51.0` +- asyncpg `0.31.0`, pgvector Python client `0.5.0`, NumPy `2.5.1` +- PostgreSQL pgvector `0.8.5-pg16` 테스트·개발 계약 -```bash -py -V:3.12 -m venv .venv # Windows (또는 python3.12 -m venv) -.venv/Scripts/pip install -r requirements.lock -r requirements-dev.lock +`requirements.txt`와 `requirements-dev.txt`는 직접 의존성 하한을, `requirements.lock`과 +`requirements-dev.lock`은 CI·Docker가 설치하는 정확 버전을 관리합니다. + +## 환경변수 + +값은 README, 코드, 로그에 기록하지 않습니다. 로컬 값은 gitignore된 `.env`, 배포 값은 Secret과 +배포 설정으로 주입하며 실제 값과 endpoint는 각 환경의 비밀 저장소에서 확인합니다. + +필수 연결·인증 이름: + +```text +DATABASE_URL +GMS_API_KEY +GMS_BASE_URL +KAKAO_REST_API_KEY +INTERNAL_SHARED_SECRET ``` -`requirements.txt`는 사람용 하한, `requirements.lock`/`requirements-dev.lock`은 정확 버전(CI·Docker 설치 기준). +공개 profile·동작 설정 이름: + +```text +PINLOG_EMBEDDING_MODEL +PINLOG_EMBEDDING_DIMENSION +PINLOG_EMBEDDING_DISTANCE +PINLOG_EMBEDDING_PROFILE +PINLOG_JUDGE_CHAIN +PINLOG_JUDGE_VOTE_N +KEYWORD_CANDIDATE_TOP_K +SIMILARITY_FLOOR +PROCESSING_EXPIRY_SEC +PINLOG_IMAGE_MODEL +IMAGE_MODEL_TIMEOUT_SEC +KAKAO_TIMEOUT_SEC +PLACE_SUGGESTION_TIMEOUT_SEC +VISION_MAX_CONCURRENCY +PLACE_SUGGESTION_LOG_RESULTS +IMAGE_MAX_BYTES +GMS_IMAGE_MAX_BYTES +GMS_VISION_REQUEST_MAX_BYTES +SEARCH_SIMILARITY_FLOOR +SEARCH_SIMILARITY_FLOOR_WORD +SEARCH_TOP_RATIO +SEARCH_WORD_QUERY_MAX_CHARS +SEARCH_LLM_ENABLED +SEARCH_LLM_TIMEOUT_SEC +SEARCH_LLM_ATTEMPTS +SEARCH_REWRITE_CACHE_SIZE +SEARCH_REWRITE_MAX_CHARS +SEARCH_KEYWORD_RERANK_ENABLED +SEARCH_KEYWORD_RERANK_FLOOR +SEARCH_KEYWORD_RERANK_WEIGHT +SEARCH_KEYWORD_RERANK_TOP_K +SEARCH_RELEVANCE_JUDGE_ENABLED +SEARCH_RELEVANCE_JUDGE_TIMEOUT_SEC +SEARCH_RELEVANCE_JUDGE_ATTEMPTS +``` + +기본값과 교차 검증 규칙의 코드 정본은 [`app/core/config.py`](app/core/config.py)입니다. + +## 로컬 개발 + +### 1. Python 환경 + +```bash +# Linux/macOS +python3.12 -m venv .venv +source .venv/bin/activate +python -m pip install -r requirements.lock -r requirements-dev.lock + +# Windows +py -V:3.12 -m venv .venv +.venv\Scripts\python -m pip install -r requirements.lock -r requirements-dev.lock +``` -## 로컬 기동 +### 2. DB와 Preset 준비 -DSN은 아래 pgvector 컨테이너 기준 `pinlog:pinlog@localhost:5433/pinlog`로 통일한다 -(`.env.example` 기본값). back `compose.yaml`은 포트·계정이 다르므로(15432·pinlog-local) 혼용하지 않는다. +Backend의 pgvector 개발 DB를 시작하고 **Backend Flyway를 먼저 완료**합니다. 개별 migration SQL을 +AI 레포에서 수동 선택 적용하지 않습니다. 그 다음 환경별 값을 `.env`에 주입하고 Preset을 +bootstrap합니다. ```bash -# 1. pgvector 기동 -# 이미지는 back compose.yaml·Testcontainers와 동일하게 digest까지 고정한다. -docker run -d --name pinlog-pgv -e POSTGRES_USER=pinlog -e POSTGRES_PASSWORD=pinlog \ - -e POSTGRES_DB=pinlog -p 5433:5432 \ - pgvector/pgvector:0.8.5-pg16@sha256:1d533553fefe4f12e5d80c7b80622ba0c382abb5758856f52983d8789179f0fb - -# 2. ai 스키마 생성 — back Flyway 마이그레이션을 순차 적용 (ai 레포는 Migration을 실행하지 않는다) -# 파일 위치: back/src/main/resources/db/migration/ -# ai.* 테이블은 V1·V100·V101 소관. V102(feed_event)는 core 소관이므로 제외한다. -# 로컬에 psql 클라이언트가 없으면 컨테이너의 psql로 적용: -for f in V1__ V100__ V101__; do - docker exec -i pinlog-pgv psql -U pinlog -d pinlog \ - < "$(ls ../back/src/main/resources/db/migration/${f}*.sql)" -done - -# 3. 설정 — .env.example을 .env로 복사 (DSN 기본값이 1단계 컨테이너와 일치, GMS 키만 채운다) -cp .env.example .env # GMS_API_KEY · INTERNAL_SHARED_SECRET 등 CHANGME 치환 - -# 4. Preset 부트스트랩 (임베딩 생성 → ai.keyword_preset) python -m app.bootstrap.load_presets +``` -# 5. 기동 +### 3. 서버 실행 + +```bash uvicorn app.main:app --port 8000 ``` -DB 조회도 로컬 psql 없이 컨테이너로: `docker exec -it pinlog-pgv psql -U pinlog -d pinlog`. +## Probe와 배포 smoke -## 프로브와 스모크 +| 경로 | 판정 | 용도 | +| ----------------------------------- | ------------------------------- | ------------------------------------------------ | +| `GET /health` | 정적 process 생존 응답 | liveness · startup. DB·캐시 상태를 포함하지 않음 | +| `GET /ready` | DB 연결 + Preset cache 1건 이상 | readiness. 외부 AI API를 호출하지 않음 | +| `python -m app.smoke.gms_roundtrip` | Embedding 1회 + judge 1회 | 배포 activation 전 외부 연동 smoke | -배포 계약(`docs/implements/2026-07-29-dev-deployment-gates.md`)이 정한 세 경로입니다. +Probe와 smoke 출력에는 credential, endpoint, profile 값을 포함하지 않습니다. 배포 게이트의 근거는 +[`docs/implements/2026-07-29-dev-deployment-gates.md`](docs/implements/2026-07-29-dev-deployment-gates.md)입니다. -| 경로 | 판정 | 용도 | -|---|---|---| -| `GET /health` | 정적 `{"status":"ok"}` | liveness · startup. DB·캐시 상태를 섞지 않는다 | -| `GET /ready` | DB `SELECT 1` + Preset 캐시 ≥ 1건 → `200 ready` / `503 not_ready` | readiness. GMS는 호출하지 않는다 | -| `python -m app.smoke.gms_roundtrip` | embedding 1회 + judge 1회, 한쪽이라도 실패 시 exit 1 | 배포 activation 게이트. DB 접근 없음 | +## 테스트와 정적 검증 -두 프로브 모두 무인증입니다(`/internal/` 밖). 응답·출력에 credential·endpoint·profile 값을 싣지 않습니다. +빠른 전체 테스트는 Docker가 필요합니다. Testcontainers가 digest로 고정된 pgvector를 실행하며, +외부 AI API는 fake 또는 MockTransport로 대체합니다. -## 테스트 +```bash +ruff check . +python -m compileall app tools +pytest tests/ -v +``` + +PR 전 coverage gate까지 포함한 검증: ```bash -pytest # Docker 필요 — Testcontainers가 pgvector 0.8.5(digest 고정) 기동 +pytest --cov=app --cov-branch --cov-report=term-missing --cov-report=json:coverage.json +python tools/check_coverage_gate.py ``` -계층·컨벤션(Fake·TRUNCATE·호출 횟수·on_call 훅)은 [`tests/README.md`](tests/README.md), 시나리오 정의는 [`docs/spec/integration-tests.md`](docs/spec/integration-tests.md). +테스트 계층과 동시성 규칙은 [`tests/README.md`](tests/README.md), 계약 시나리오는 +[`docs/spec/integration-tests.md`](docs/spec/integration-tests.md)를 참고합니다. ## Docker ```bash -docker build -t pinlog-ai . # python:3.12-slim, requirements.lock 설치 - -# 이미지는 .env를 제외(.dockerignore)하므로 실행 시 env를 주입한다. -# host의 pgvector 컨테이너(5433)에 접근하려면 host.docker.internal을 쓴다: -docker run -d --name pinlog-ai -p 8000:8000 --env-file .env \ - -e DATABASE_URL="postgresql://pinlog:pinlog@host.docker.internal:5433/pinlog" \ - --add-host=host.docker.internal:host-gateway pinlog-ai +docker build -t pinlog-ai . +docker run --rm -p 8000:8000 --env-file .env pinlog-ai ``` -## 공용 계약 +이미지는 `.env`를 포함하지 않습니다. 실제 배포에서는 Kubernetes Secret과 GitOps 설정으로 값을 +주입합니다. -파트 간 계약(원칙·상태 정의·테이블 역할·내부 API·검증 시나리오)의 단일 원본은 -**`Team-PinLog/docs`의 `static/05_AI_설계.md`**입니다. `docs/` 아래 문서는 그 계약을 참조하며, -어긋나면 `static/05_AI_설계.md`가 우선합니다. +## 문서와 협업 -## 연동 대상 +파트 간 계약의 단일 원본은 `Team-PinLog/docs`의 `static/05_AI_설계.md`입니다. 이 레포의 +[`docs/README.md`](docs/README.md)는 구현 명세, 제안, 구현 기록, 문제 해결 문서의 색인입니다. +충돌하면 공용 계약을 우선합니다. -| 파트 | 스택 | 비고 | -|---|---|---| -| Spring Backend | Java 21 / Spring Boot 4.1.0 | Core 도메인·최종 응답, `ai` 스키마 포함 Migration 실행 | -| PostgreSQL + pgvector | `ai` 스키마 | FastAPI DB 권한은 `ai` 스키마로 한정 | +- 개발 규칙: [`CONTRIBUTING.md`](CONTRIBUTING.md) +- 작업 순서: [`docs/development/workflow.md`](docs/development/workflow.md) +- 리뷰 기준: 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