镜像概览
- 完整引用
docker.io/jinaai/jina- Registry
- docker.io
- 命名空间
- jinaai
- 仓库
- jina
- 已缓存 Tag 数
- 14846
- 最近同步
- 07/06/2026, 07:36 PM
简介
Jina AI 神经搜索框架镜像,构建多模态 Embedding 流水线与 gRPC/HTTP Executor,适合语义检索、RAG 与向量服务部署。
详细介绍
jinaai/jina 提供 Flow、Executor 与 Deployment 抽象,将预处理、编码器与索引器串联为可扩展微服务。支持 PyTorch/ONNX 模型与 Kubernetes 原生扩缩;与纯 LangChain 相比更偏生产级 serving 与 batch 推理。Docker 入口通常为 jina CLI 或 python -m jina,需 GPU 时在 run 中加 --gpus all 并挂载模型权重目录。
快速启动
docker run -d --name jina-flow \
-p 8080:8080 \
docker.io/jinaai/jina:latest \
flow --uses config.yml --port 8080
推荐实践
docker run -d --name jina-executor \
--restart unless-stopped \
-p 8080:8080 -p 8081:8081 \
-v /data/models:/models \
-e JINA_LOG_LEVEL=INFO \
-e CUDA_VISIBLE_DEVICES=0 \
docker.io/jinaai/jina:3.27.0 \
executor --uses TransformerTorchEncoder --port 8081
核心参数说明
flow/executor— 启动 Flow 编排或单 Executor-p 8080:8080— Gateway HTTP/gRPC 端口-v /data/models:/models— 模型权重目录-e CUDA_VISIBLE_DEVICES— GPU 推理设备编号-e JINA_LOG_LEVEL— 日志级别 DEBUG/INFO--restart unless-stopped— 搜索服务持续在线
Kubernetes
apiVersion: apps/v1
kind: Deployment
metadata:
name: jina-gateway
spec:
replicas: 2
selector:
matchLabels:
app: jina-gateway
template:
metadata:
labels:
app: jina-gateway
spec:
containers:
- name: jina
image: docker.io/jinaai/jina:3.27.0
ports:
- containerPort: 8080
args: ["flow", "--uses", "/config/flow.yml", "--port", "8080"]
volumeMounts:
- name: config
mountPath: /config
volumes:
- name: config
configMap:
name: jina-flow-config
---
apiVersion: v1
kind: Service
metadata:
name: jina-gateway
spec:
selector:
app: jina-gateway
ports:
- port: 8080
targetPort: 8080
GPU Executor 单独 Deployment 加 nodeSelector;Flow YAML 经 ConfigMap,模型 PVC 或对象存储挂载。
最新 Tag(20 条)
查看全部 14846 个 Tag →| Tag | 架构 | 推送时间 | 大小 | Digest | 同步 | 期望 | 操作 |
|---|---|---|---|---|---|---|---|
docker.io/jinaai/jina :3-py39-devel | linux/amd64linux/arm64 | 2025/03/24 22:11 | 100.9 MB | sha256:47364badd7c4… | |||
docker.io/jinaai/jina :3.34-py39-devel | linux/amd64linux/arm64 | 2025/03/24 22:11 | 100.9 MB | sha256:47364badd7c4… | |||
docker.io/jinaai/jina :3.34.0-py39-devel | linux/amd64linux/arm64 | 2025/03/24 22:11 | 100.9 MB | sha256:47364badd7c4… | |||
docker.io/jinaai/jina :3-py37-devel | linux/amd64linux/arm64 | 2025/03/24 22:11 | 114.7 MB | sha256:f29614e47d26… | |||
docker.io/jinaai/jina :latest-py39-devel | linux/amd64linux/arm64 | 2025/03/24 22:11 | 100.9 MB | sha256:47364badd7c4… | |||
docker.io/jinaai/jina :3.34-py37-devel | linux/amd64linux/arm64 | 2025/03/24 22:11 | 114.7 MB | sha256:f29614e47d26… | |||
docker.io/jinaai/jina :3.34.0-py37-devel | linux/amd64linux/arm64 | 2025/03/24 22:11 | 114.7 MB | sha256:f29614e47d26… | |||
docker.io/jinaai/jina :latest-py37-devel | linux/amd64linux/arm64 | 2025/03/24 22:11 | 114.7 MB | sha256:f29614e47d26… | |||
docker.io/jinaai/jina :3-py37-standard | linux/amd64linux/arm64 | 2025/03/24 22:11 | 112.5 MB | sha256:81c758e23246… | |||
docker.io/jinaai/jina :3.34-py37-standard | linux/amd64linux/arm64 | 2025/03/24 22:11 | 112.5 MB | sha256:81c758e23246… | |||
docker.io/jinaai/jina :3.34.0-py37-standard | linux/amd64linux/arm64 | 2025/03/24 22:11 | 112.5 MB | sha256:81c758e23246… | |||
docker.io/jinaai/jina :3-devel | linux/amd64linux/arm64 | 2025/03/24 22:11 | 113.1 MB | sha256:a65a7ff5a950… | |||
docker.io/jinaai/jina :3.34-devel | linux/amd64linux/arm64 | 2025/03/24 22:11 | 113.1 MB | sha256:a65a7ff5a950… | |||
docker.io/jinaai/jina :3.34.0-devel | linux/amd64linux/arm64 | 2025/03/24 22:11 | 113.1 MB | sha256:a65a7ff5a950… | |||
docker.io/jinaai/jina :latest-py37-standard | linux/amd64linux/arm64 | 2025/03/24 22:11 | 112.5 MB | sha256:81c758e23246… | |||
docker.io/jinaai/jina :latest-devel | linux/amd64linux/arm64 | 2025/03/24 22:11 | 113.1 MB | sha256:a65a7ff5a950… | |||
docker.io/jinaai/jina :3-py38-devel | linux/amd64linux/arm64 | 2025/03/24 22:11 | 113.1 MB | sha256:a65a7ff5a950… | |||
docker.io/jinaai/jina :3-py39-standard | linux/amd64linux/arm64 | 2025/03/24 22:11 | 99.4 MB | sha256:a84fecb9cae8… | |||
docker.io/jinaai/jina :3.34-py38-devel | linux/amd64linux/arm64 | 2025/03/24 22:11 | 113.1 MB | sha256:a65a7ff5a950… | |||
docker.io/jinaai/jina :3.34.0-py38-devel | linux/amd64linux/arm64 | 2025/03/24 22:11 | 113.1 MB | sha256:a65a7ff5a950… |