feat(observability): Langfuse 전송 — 턴 마무리(사용자 trace)·게이트웨이(FabriX generation) 두 훅, SDK 없이 HTTP. deploy/langfuse 에 compose+env+반입 절차
Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
This commit is contained in:
lee-hyeon-cheol
co-authored by
Claude Fable 5.1
Claude Fable 5.1
parent
95b169a7b9
commit
0321050053
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# Langfuse 자체 호스팅 (.env — docker-compose.yml 이 읽음). 전부 CHANGEME 는 바꿔서 쓸 것.
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# 값 만드는 법: openssl rand -hex 32 (SALT·NEXTAUTH_SECRET·ENCRYPTION_KEY 각각 다르게)
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# 웹 UI 가 열리는 주소 — 고객사는 -12 남는 포트(예: 8915→3000)로. 로컬은 http://localhost:3000
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NEXTAUTH_URL=http://localhost:3000
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NEXTAUTH_SECRET=CHANGEME
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SALT=CHANGEME
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ENCRYPTION_KEY=CHANGEME_HEX64
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# 컨테이너 안 서비스(postgres/clickhouse/redis/minio) 비번은 compose 기본값 그대로 둠 —
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# 밖으로 안 열리는 내부 네트워크라 위험 없고, 바꾸면 DATABASE_URL·LANGFUSE_S3_* 도 같이 맞춰야 해서 실수 잦음.
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# 헤드리스 초기화 — 첫 기동 때 조직/프로젝트/키/관리자 자동 생성. 이 pk/sk 를 백엔드 .env 의 LANGFUSE_* 에 그대로.
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LANGFUSE_INIT_ORG_ID=codeassist
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LANGFUSE_INIT_ORG_NAME=CodeAssist
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LANGFUSE_INIT_PROJECT_ID=codeassist
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LANGFUSE_INIT_PROJECT_NAME=CodeAssist
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LANGFUSE_INIT_PROJECT_PUBLIC_KEY=pk-lf-CHANGEME
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LANGFUSE_INIT_PROJECT_SECRET_KEY=sk-lf-CHANGEME
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LANGFUSE_INIT_USER_EMAIL=admin@example.com
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LANGFUSE_INIT_USER_NAME=admin
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LANGFUSE_INIT_USER_PASSWORD=CHANGEME
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TELEMETRY_ENABLED=false
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# Langfuse 자체 호스팅 — -12 에 올리기
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LLM 호출 관측(누가·언제·어떤 모델·프롬프트·답·토큰·시간). 백엔드가 `LANGFUSE_HOST` 있으면 자동으로 쏨(`apps/gateway/langfuse.py`).
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공식 `docker-compose.yml` 그대로(2026-09-22 main). 컨테이너 6개, 밖으로 여는 건 웹 3000 하나.
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## 1. 이미지 반입 (인터넷 되는 PC)
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```bash
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cd 5_django_backend/deploy/langfuse
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docker compose pull
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docker save $(grep -oE 'image: \S+' docker-compose.yml | cut -d' ' -f2 | sed 's/\${POSTGRES_VERSION:-17}/17/') | gzip > langfuse-images.tar.gz
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ls -la langfuse-images.tar.gz # 3~4GB. 메일 안 됨 — 인프라팀 반입 통로로
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```
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## 2. -12 에서 띄우기
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```bash
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docker load < langfuse-images.tar.gz
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cd /www/abap-ito/code-assistant/5_django_backend/deploy/langfuse
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cp .env.example .env && vi .env # CHANGEME 전부 교체. NEXTAUTH_URL 은 사용자가 여는 주소
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docker compose up -d
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docker compose ps # 6개 healthy 까지 1~2분
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curl -s http://127.0.0.1:3000/api/public/health
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```
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## 3. 백엔드 연결
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`5_django_backend/.env` 에 (`.env` 의 INIT 키와 같은 값):
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```
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LANGFUSE_HOST=http://127.0.0.1:3000
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LANGFUSE_PUBLIC_KEY=pk-lf-…
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LANGFUSE_SECRET_KEY=sk-lf-…
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```
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`bash deploy.sh` 로 재기동 → 채팅 하나 보내고 Langfuse 웹(Traces)에 `chat`·`fabrix` trace 뜨면 끝.
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## 운영
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- 웹 UI 접속은 -12 의 3000 → 인프라팀이 외부 포트(8915 등) 매핑해줘야 고객사 PC 에서 열림
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- 중지 `docker compose down` (데이터 볼륨 남음) / 완전 삭제 `docker compose down -v`
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- 로그 `docker compose logs -f langfuse-web`
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- 백엔드는 Langfuse 죽어 있어도 멀쩡(전송 실패는 warning 로그만)
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@@ -0,0 +1,225 @@
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# Make sure to update the credential placeholders with your own secrets.
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# We mark them with # CHANGEME in the file below.
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# In addition, we recommend to restrict inbound traffic on the host to langfuse-web (port 3000) and minio (port 9090) only.
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# All other components are bound to localhost (127.0.0.1) to only accept connections from the local machine.
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# External connections from other machines will not be able to reach these services directly.
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services:
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langfuse-worker:
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image: docker.langfuse.com/langfuse/langfuse-worker:4
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restart: always
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depends_on: &langfuse-depends-on
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postgres:
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condition: service_healthy
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minio:
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condition: service_healthy
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redis:
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condition: service_healthy
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clickhouse:
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condition: service_healthy
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ports:
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- 127.0.0.1:3030:3030
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environment: &langfuse-worker-env
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NEXTAUTH_URL: ${NEXTAUTH_URL:-http://localhost:3000}
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DATABASE_URL: ${DATABASE_URL:-postgresql://postgres:postgres@postgres:5432/postgres} # CHANGEME
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SALT: ${SALT:-mysalt} # CHANGEME
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ENCRYPTION_KEY: ${ENCRYPTION_KEY:-0000000000000000000000000000000000000000000000000000000000000000} # CHANGEME: generate via `openssl rand -hex 32`
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TELEMETRY_ENABLED: ${TELEMETRY_ENABLED:-true}
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LANGFUSE_ENABLE_EXPERIMENTAL_FEATURES: ${LANGFUSE_ENABLE_EXPERIMENTAL_FEATURES:-false}
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# Lets the worker reach the web service internally for in-app agent MCP
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# calls without redirecting NEXTAUTH_URL, which also builds links for
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# users. Pair it with LANGFUSE_MCP_ALLOWED_HOSTS on langfuse-web.
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LANGFUSE_MCP_BASE_URL: ${LANGFUSE_MCP_BASE_URL:-}
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LANGFUSE_LLM_CONNECTION_WHITELISTED_HOST: ${LANGFUSE_LLM_CONNECTION_WHITELISTED_HOST:-}
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LANGFUSE_LLM_CONNECTION_WHITELISTED_IPS: ${LANGFUSE_LLM_CONNECTION_WHITELISTED_IPS:-}
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LANGFUSE_LLM_CONNECTION_WHITELISTED_IP_SEGMENTS: ${LANGFUSE_LLM_CONNECTION_WHITELISTED_IP_SEGMENTS:-}
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CLICKHOUSE_MIGRATION_URL: ${CLICKHOUSE_MIGRATION_URL:-clickhouse://clickhouse:9000}
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CLICKHOUSE_URL: ${CLICKHOUSE_URL:-http://clickhouse:8123}
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CLICKHOUSE_USER: ${CLICKHOUSE_USER:-clickhouse}
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CLICKHOUSE_PASSWORD: ${CLICKHOUSE_PASSWORD:-clickhouse} # CHANGEME
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CLICKHOUSE_CLUSTER_ENABLED: ${CLICKHOUSE_CLUSTER_ENABLED:-false}
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CLICKHOUSE_CLUSTER_NAME: ${CLICKHOUSE_CLUSTER_NAME:-default}
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LANGFUSE_JSON_BAD_UNICODE_ESCAPE: ${LANGFUSE_JSON_BAD_UNICODE_ESCAPE:-}
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LANGFUSE_USE_AZURE_BLOB: ${LANGFUSE_USE_AZURE_BLOB:-false}
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LANGFUSE_USE_OCI_NATIVE_OBJECT_STORAGE: ${LANGFUSE_USE_OCI_NATIVE_OBJECT_STORAGE:-false}
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LANGFUSE_OCI_AUTH_TYPE: ${LANGFUSE_OCI_AUTH_TYPE:-workload_identity}
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LANGFUSE_S3_EVENT_UPLOAD_BUCKET: ${LANGFUSE_S3_EVENT_UPLOAD_BUCKET:-langfuse}
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LANGFUSE_S3_EVENT_UPLOAD_REGION: ${LANGFUSE_S3_EVENT_UPLOAD_REGION:-auto}
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LANGFUSE_S3_EVENT_UPLOAD_ACCESS_KEY_ID: ${LANGFUSE_S3_EVENT_UPLOAD_ACCESS_KEY_ID:-minio}
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LANGFUSE_S3_EVENT_UPLOAD_SECRET_ACCESS_KEY: ${LANGFUSE_S3_EVENT_UPLOAD_SECRET_ACCESS_KEY:-miniosecret} # CHANGEME
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LANGFUSE_S3_EVENT_UPLOAD_ENDPOINT: ${LANGFUSE_S3_EVENT_UPLOAD_ENDPOINT:-http://minio:9000}
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LANGFUSE_S3_EVENT_UPLOAD_FORCE_PATH_STYLE: ${LANGFUSE_S3_EVENT_UPLOAD_FORCE_PATH_STYLE:-true}
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LANGFUSE_S3_EVENT_UPLOAD_PREFIX: ${LANGFUSE_S3_EVENT_UPLOAD_PREFIX:-events/}
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LANGFUSE_S3_MEDIA_UPLOAD_BUCKET: ${LANGFUSE_S3_MEDIA_UPLOAD_BUCKET:-langfuse}
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LANGFUSE_S3_MEDIA_UPLOAD_REGION: ${LANGFUSE_S3_MEDIA_UPLOAD_REGION:-auto}
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LANGFUSE_S3_MEDIA_UPLOAD_ACCESS_KEY_ID: ${LANGFUSE_S3_MEDIA_UPLOAD_ACCESS_KEY_ID:-minio}
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LANGFUSE_S3_MEDIA_UPLOAD_SECRET_ACCESS_KEY: ${LANGFUSE_S3_MEDIA_UPLOAD_SECRET_ACCESS_KEY:-miniosecret} # CHANGEME
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LANGFUSE_S3_MEDIA_UPLOAD_ENDPOINT: ${LANGFUSE_S3_MEDIA_UPLOAD_ENDPOINT:-http://minio:9000}
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LANGFUSE_S3_MEDIA_UPLOAD_FORCE_PATH_STYLE: ${LANGFUSE_S3_MEDIA_UPLOAD_FORCE_PATH_STYLE:-true}
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LANGFUSE_S3_MEDIA_UPLOAD_PREFIX: ${LANGFUSE_S3_MEDIA_UPLOAD_PREFIX:-media/}
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LANGFUSE_OBSERVATION_FIELD_OVERFLOW_ENABLED: ${LANGFUSE_OBSERVATION_FIELD_OVERFLOW_ENABLED:-false}
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LANGFUSE_OBSERVATION_FIELD_SIZE_LIMIT_BYTES: ${LANGFUSE_OBSERVATION_FIELD_SIZE_LIMIT_BYTES:-2097152}
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LANGFUSE_S3_BATCH_EXPORT_ENABLED: ${LANGFUSE_S3_BATCH_EXPORT_ENABLED:-false}
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LANGFUSE_S3_BATCH_EXPORT_BUCKET: ${LANGFUSE_S3_BATCH_EXPORT_BUCKET:-langfuse}
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LANGFUSE_S3_BATCH_EXPORT_PREFIX: ${LANGFUSE_S3_BATCH_EXPORT_PREFIX:-exports/}
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LANGFUSE_S3_BATCH_EXPORT_REGION: ${LANGFUSE_S3_BATCH_EXPORT_REGION:-auto}
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LANGFUSE_S3_BATCH_EXPORT_ENDPOINT: ${LANGFUSE_S3_BATCH_EXPORT_ENDPOINT:-http://minio:9000}
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LANGFUSE_S3_BATCH_EXPORT_EXTERNAL_ENDPOINT: ${LANGFUSE_S3_BATCH_EXPORT_EXTERNAL_ENDPOINT:-http://localhost:9090}
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LANGFUSE_S3_BATCH_EXPORT_ACCESS_KEY_ID: ${LANGFUSE_S3_BATCH_EXPORT_ACCESS_KEY_ID:-minio}
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LANGFUSE_S3_BATCH_EXPORT_SECRET_ACCESS_KEY: ${LANGFUSE_S3_BATCH_EXPORT_SECRET_ACCESS_KEY:-miniosecret} # CHANGEME
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LANGFUSE_S3_BATCH_EXPORT_FORCE_PATH_STYLE: ${LANGFUSE_S3_BATCH_EXPORT_FORCE_PATH_STYLE:-true}
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LANGFUSE_INGESTION_QUEUE_DELAY_MS: ${LANGFUSE_INGESTION_QUEUE_DELAY_MS:-}
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LANGFUSE_INGESTION_CLICKHOUSE_WRITE_INTERVAL_MS: ${LANGFUSE_INGESTION_CLICKHOUSE_WRITE_INTERVAL_MS:-}
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REDIS_HOST: ${REDIS_HOST:-redis}
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REDIS_PORT: ${REDIS_PORT:-6379}
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REDIS_AUTH: ${REDIS_AUTH:-myredissecret} # CHANGEME
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LANGFUSE_BULLMQ_SKIP_REDIS_VERSION_CHECK: ${LANGFUSE_BULLMQ_SKIP_REDIS_VERSION_CHECK:-false}
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REDIS_TLS_ENABLED: ${REDIS_TLS_ENABLED:-false}
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REDIS_TLS_CA: ${REDIS_TLS_CA:-/certs/ca.crt}
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REDIS_TLS_CERT: ${REDIS_TLS_CERT:-/certs/redis.crt}
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REDIS_TLS_KEY: ${REDIS_TLS_KEY:-/certs/redis.key}
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EMAIL_FROM_ADDRESS: ${EMAIL_FROM_ADDRESS:-}
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SMTP_CONNECTION_URL: ${SMTP_CONNECTION_URL:-}
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# Shared AI features configuration. These apply to AI features that run
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# in both web and worker.
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LANGFUSE_IN_APP_AGENT_ENABLED: ${LANGFUSE_IN_APP_AGENT_ENABLED:-}
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LANGFUSE_EVALUATOR_MEDIA_TRANSPORT: ${LANGFUSE_EVALUATOR_MEDIA_TRANSPORT:-}
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LANGFUSE_EVALUATOR_MEDIA_INLINE_MAX_BYTES: ${LANGFUSE_EVALUATOR_MEDIA_INLINE_MAX_BYTES:-}
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LANGFUSE_AI_PROVIDER: ${LANGFUSE_AI_PROVIDER:-}
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LANGFUSE_AI_MODEL: ${LANGFUSE_AI_MODEL:-}
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LANGFUSE_AI_SMALL_MODEL: ${LANGFUSE_AI_SMALL_MODEL:-}
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LANGFUSE_AI_API_KEY: ${LANGFUSE_AI_API_KEY:-}
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LANGFUSE_AI_BASE_URL: ${LANGFUSE_AI_BASE_URL:-}
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LANGFUSE_AI_USE_RESPONSES_API: ${LANGFUSE_AI_USE_RESPONSES_API:-}
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LANGFUSE_AI_EXTRA_HEADERS: ${LANGFUSE_AI_EXTRA_HEADERS:-}
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LANGFUSE_AI_AWS_BEDROCK_REGION: ${LANGFUSE_AI_AWS_BEDROCK_REGION:-}
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LANGFUSE_AI_VERTEX_LOCATION: ${LANGFUSE_AI_VERTEX_LOCATION:-}
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AWS_ACCESS_KEY_ID: ${AWS_ACCESS_KEY_ID:-}
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AWS_SECRET_ACCESS_KEY: ${AWS_SECRET_ACCESS_KEY:-}
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AWS_SESSION_TOKEN: ${AWS_SESSION_TOKEN:-}
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AWS_PROFILE: ${AWS_PROFILE:-}
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# In-app agent worker settings (ignored by the web service).
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LANGFUSE_IN_APP_AGENT_RUN_QUEUE_PROCESSING_CONCURRENCY: ${LANGFUSE_IN_APP_AGENT_RUN_QUEUE_PROCESSING_CONCURRENCY:-}
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LANGFUSE_IN_APP_AGENT_AWS_PROFILE: ${LANGFUSE_IN_APP_AGENT_AWS_PROFILE:-}
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LANGFUSE_IN_APP_AGENT_SANDBOX_PROVIDER: ${LANGFUSE_IN_APP_AGENT_SANDBOX_PROVIDER:-}
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LANGFUSE_IN_APP_AGENT_SANDBOX_AWS_LAMBDA_MICROVM_IMAGE_IDENTIFIER: ${LANGFUSE_IN_APP_AGENT_SANDBOX_AWS_LAMBDA_MICROVM_IMAGE_IDENTIFIER:-}
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LANGFUSE_IN_APP_AGENT_SANDBOX_AWS_LAMBDA_MICROVM_EXECUTION_ROLE_ARN: ${LANGFUSE_IN_APP_AGENT_SANDBOX_AWS_LAMBDA_MICROVM_EXECUTION_ROLE_ARN:-}
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LANGFUSE_IN_APP_AGENT_SANDBOX_AWS_LAMBDA_MICROVM_EGRESS_NETWORK_CONNECTOR_ARN: ${LANGFUSE_IN_APP_AGENT_SANDBOX_AWS_LAMBDA_MICROVM_EGRESS_NETWORK_CONNECTOR_ARN:-}
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LANGFUSE_IN_APP_AGENT_SANDBOX_AWS_LAMBDA_MICROVM_REGION: ${LANGFUSE_IN_APP_AGENT_SANDBOX_AWS_LAMBDA_MICROVM_REGION:-}
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langfuse-web:
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image: docker.langfuse.com/langfuse/langfuse:4
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restart: always
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depends_on: *langfuse-depends-on
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ports:
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- 3000:3000
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environment:
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<<: *langfuse-worker-env
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NEXTAUTH_SECRET: ${NEXTAUTH_SECRET:-mysecret} # CHANGEME
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LANGFUSE_S3_MEDIA_UPLOAD_ENDPOINT: ${LANGFUSE_S3_MEDIA_UPLOAD_ENDPOINT:-http://localhost:9090}
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LANGFUSE_S3_MEDIA_UPLOAD_INTERNAL_ENDPOINT: ${LANGFUSE_S3_MEDIA_UPLOAD_INTERNAL_ENDPOINT:-http://minio:9000}
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LANGFUSE_INIT_ORG_ID: ${LANGFUSE_INIT_ORG_ID:-}
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LANGFUSE_INIT_ORG_NAME: ${LANGFUSE_INIT_ORG_NAME:-}
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LANGFUSE_INIT_PROJECT_ID: ${LANGFUSE_INIT_PROJECT_ID:-}
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LANGFUSE_INIT_PROJECT_NAME: ${LANGFUSE_INIT_PROJECT_NAME:-}
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LANGFUSE_INIT_PROJECT_PUBLIC_KEY: ${LANGFUSE_INIT_PROJECT_PUBLIC_KEY:-}
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LANGFUSE_INIT_PROJECT_SECRET_KEY: ${LANGFUSE_INIT_PROJECT_SECRET_KEY:-}
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LANGFUSE_INIT_USER_EMAIL: ${LANGFUSE_INIT_USER_EMAIL:-}
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LANGFUSE_INIT_USER_NAME: ${LANGFUSE_INIT_USER_NAME:-}
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LANGFUSE_INIT_USER_PASSWORD: ${LANGFUSE_INIT_USER_PASSWORD:-}
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LANGFUSE_MARKDOWN_RENDER_CHARACTER_LIMIT: ${LANGFUSE_MARKDOWN_RENDER_CHARACTER_LIMIT:-}
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# Hostnames allowed to reach the MCP endpoint, beyond NEXTAUTH_URL's own
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# host. Required when the worker uses LANGFUSE_MCP_BASE_URL.
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LANGFUSE_MCP_ALLOWED_HOSTS: ${LANGFUSE_MCP_ALLOWED_HOSTS:-}
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# In-app agent settings.
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LANGFUSE_IN_APP_AGENT_MAX_ACTIVE_RUNS_PER_USER: ${LANGFUSE_IN_APP_AGENT_MAX_ACTIVE_RUNS_PER_USER:-}
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LANGFUSE_IN_APP_AGENT_MAX_ACTIVE_RUNS_PER_ORG: ${LANGFUSE_IN_APP_AGENT_MAX_ACTIVE_RUNS_PER_ORG:-}
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clickhouse:
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image: docker.io/clickhouse/clickhouse-server:25.12
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restart: always
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user: "101:101"
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environment:
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CLICKHOUSE_DB: default
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CLICKHOUSE_USER: ${CLICKHOUSE_USER:-clickhouse}
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CLICKHOUSE_PASSWORD: ${CLICKHOUSE_PASSWORD:-clickhouse} # CHANGEME
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volumes:
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- langfuse_clickhouse_data:/var/lib/clickhouse
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- langfuse_clickhouse_logs:/var/log/clickhouse-server
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ports:
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- 127.0.0.1:8123:8123
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- 127.0.0.1:9000:9000
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healthcheck:
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test: wget --no-verbose --tries=1 --spider http://localhost:8123/ping || exit 1
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interval: 5s
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timeout: 5s
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retries: 10
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start_period: 1s
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minio:
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image: cgr.dev/chainguard/minio
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restart: always
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entrypoint: sh
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# create the 'langfuse' bucket before starting the service
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command: -c 'mkdir -p /data/langfuse && minio server --address ":9000" --console-address ":9001" /data'
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environment:
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MINIO_ROOT_USER: ${MINIO_ROOT_USER:-minio}
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MINIO_ROOT_PASSWORD: ${MINIO_ROOT_PASSWORD:-miniosecret} # CHANGEME
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ports:
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- 9090:9000
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- 127.0.0.1:9091:9001
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volumes:
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- langfuse_minio_data:/data
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healthcheck:
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test: ["CMD", "mc", "ready", "local"]
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interval: 1s
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timeout: 5s
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retries: 5
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start_period: 1s
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redis:
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image: docker.io/redis:7
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restart: always
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# CHANGEME: row below to secure redis password
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command: >
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--requirepass ${REDIS_AUTH:-myredissecret}
|
||||
--maxmemory-policy noeviction
|
||||
ports:
|
||||
- 127.0.0.1:6379:6379
|
||||
volumes:
|
||||
- langfuse_redis_data:/data
|
||||
healthcheck:
|
||||
test: ["CMD", "redis-cli", "ping"]
|
||||
interval: 3s
|
||||
timeout: 10s
|
||||
retries: 10
|
||||
|
||||
postgres:
|
||||
image: docker.io/postgres:${POSTGRES_VERSION:-17}
|
||||
restart: always
|
||||
healthcheck:
|
||||
test: ["CMD-SHELL", "pg_isready -U postgres"]
|
||||
interval: 3s
|
||||
timeout: 3s
|
||||
retries: 10
|
||||
environment:
|
||||
POSTGRES_USER: ${POSTGRES_USER:-postgres}
|
||||
POSTGRES_PASSWORD: ${POSTGRES_PASSWORD:-postgres} # CHANGEME
|
||||
POSTGRES_DB: ${POSTGRES_DB:-postgres}
|
||||
TZ: UTC
|
||||
PGTZ: UTC
|
||||
ports:
|
||||
- 127.0.0.1:5432:5432
|
||||
volumes:
|
||||
- langfuse_postgres_data:/var/lib/postgresql/data
|
||||
|
||||
volumes:
|
||||
langfuse_postgres_data:
|
||||
driver: local
|
||||
langfuse_clickhouse_data:
|
||||
driver: local
|
||||
langfuse_clickhouse_logs:
|
||||
driver: local
|
||||
langfuse_minio_data:
|
||||
driver: local
|
||||
langfuse_redis_data:
|
||||
driver: local
|
||||
Reference in New Issue
Block a user