Jina.ai logo
0k+

Build your search for any kind of data

Build and deploy your AI-powered search applications in seconds with Jina’s open-source tech stack.

Try it out
Latest release
  • code-white icon
    image-white icon
  • video-white icon
    text-white icon
    core-white icon
    core-white icon
  • hub-white icon
    dashboard-white icon
  • hub-white icon
  • core-white icon
    code-white icon
    core-white icon
    core-white icon

Why Jina?

time icon
Save time
Get started with neural search in minutes! Say goodbye to stitching your search systems together and say hi to Jina!
data icon
Search anything
Use and get support for all kinds of data types with dozens of state-of-the-art deep learning libraries that work out of the box.
people icon
Driven by YOU
Jina is open source so we live and die by our community. Have an idea? Let us know! Want to make an enhancement? That’s just a pull request away!
plug-and-play icon
Plug and play
Easily extend and customize leveraging community-driven components. Build search pipelines in seconds.

Trusted by

COOHOM logo
WordLift logo
HuForce logo
YAHAHA logo
delph AI logo

Build your AI search in a few steps...

1from jina import Document, Flow
2from jina.types.document.generators import from_files
3import numpy as np
4
5flow = (Flow()
6        .add(uses="jinahub+docker://ImageTorchEncoder")
7        .add(uses="jinahub+docker://SimpleIndexer"))
8
9with flow:
10    images = []
11    for doc in from_files('fashion_images/*.png'):
12        doc.convert_image_uri_to_blob()
13        doc.blob = doc.blob.astype(np.uint8)
14        images.append(doc)
15    flow.index(images)
16
17    query = Document(uri='t-shirt.png')
18    query.convert_image_uri_to_blob()
19    query.blob = doc.blob.astype(np.uint8)
20    flow.search(query)
21

Search with images:

shoe-selected

Shoes

dress-selected

Dress

hat-selected

Hat

Search results:

shoe-0
shoe-1
shoe-2
shoe-3

Use Cases

Like What You See?

Jina lets developers and enterprises build search systems that are fast, scalable, and work with any kind of data.

Try it out!
GitHub icon
community-img-mobile-13
community-img-mobile-9
community-img-mobile-0
community-img-mobile-5
community-img-mobile-1
community-img-mobile-10
community-img-mobile-14
community-img-mobile-17
community-img-mobile-3
community-img-mobile-11
community-img-mobile-16
community-img-mobile-6
community-img-mobile-19
community-img-mobile-7
community-img-mobile-12
community-img-mobile-4
community-img-mobile-15
community-img-mobile-18
community-img-mobile-2
community-img-mobile-8

Join Our Growing Community

Stars

8,000+

Forks

0+

Contributors

98+

Join the community

What People say

Never Miss an Update

About our latest releases, events, and news.

© 2021 Jina AI GmbH. All rights reserved.Terms of Service|Privacy Policy