jina

library3.34.0pypypiunverified

Jina is a cloud-native multimodal AI services framework that enables building and deploying scalable AI pipelines with gRPC, Kubernetes, Docker, OpenTelemetry, Prometheus, Jaeger, etc. Current version is 3.34.0. Release cadence is frequent (multiple patch releases per month).

ai-ml devops web-framework http-networking observability

pip install jina

github ↗package ↗homepage ↗docs ↗

INSTALL

IMPORT

SIG · JINA

jina

ai-mlpythonv3.34.0

Install

20.9s avg

Import

2913ms

Disk

197MB

Pass rate

10/ 10

Env Coverage10 / 10

glibc

3.9–3.13

musl

3.9–3.13

Install & Compatibility

Where this runs

tested against v3.34.0 · pip install

no network on importno background threads

Install × environment matrix

Each cell = how many times install + import succeeded across repeated harness runs. Partial = flaky.
glibc = Debian/Ubuntu slim · musl = Alpine Linux

musl

py 3.10–3.95 runs

installs and imports cleanly · install 0.0s · import 1.978s · 185MB

glibc

py 3.10–3.95 runs

installs and imports cleanly · install 20.9s · import 1.518s · 202MB

197MB installed

● package 197MB

Code

Verified usage

Verified import paths — ran on the pinned version, not inferred.

Flow

✓ from jina import Flow

Document

✓ from docarray import Document

✗ from jina import Document

Document moved to docarray package in v3.x

Executor

✓ from jina import Executor

requests

✓ from jina import requests

Basic Jina Flow example using a Hub executor.

from jina import Flow from docarray import Document # Create a simple Flow with an encoder f = Flow().add(uses='jinahub://DummyEncoder') with f: resp = f.post( on='/index', inputs=Document(text='hello world'), return_results=True ) print(resp[0].text)

jina --version

Debug

Known issues

breakingDocument class moved from jina to docarray package in v3.x. Import from docarray instead.

fix

Use 'from docarray import Document' instead of 'from jina import Document'.

affects: >=3.0.0

gotchaExecutor's @requests decorator must be imported from jina, not from jina.executors.

fix

Use 'from jina import requests'.

affects: all

deprecatedClient class is deprecated in favor of Flow.post() or standalone Client().

fix

Use Flow.post() or from jina import Client.

affects: >=3.0.0

Upgrade

Version history

3.34.0latest on PyPI · released Mar 24, 2025

Audit

Dependencies

grpciorequiredgRPC communication

docarrayrequiredDocument data structure

Agent activity

23 hits · last 30 days

node

OpenAI (training)

Resources

githubhttps://github.com/jina-ai/jina ↗

packagehttps://pypi.org/project/jina/ ↗

homepagehttps://jina.ai ↗

docshttps://jina.ai/serve ↗