Jina AI

examples

Jina examples and demos to help you get started

jina-hub

An open-registry for hosting Jina executors via container images

streamlit-jina

Streamlit component for Jina neural search

example-odqa

cookiecutter-jina

Cookiecutter template for a Jina project

example-video-qa

This is an example of building a video QA with jina

example-wikipedia-recommendation

An example of graph embeddings for wikipedia page recommendations

executor-U100KIndexer

An Indexer that works out-of-the-box when you have less than 100K stored Documents

devrel-heartmaker

Heart mosaics of your GitHub contributors

executor-featurehasher

FeatureHasher

jina-commons

A collection of shared function for Jina Executor

docarray_quiz

some quiz for docarray

executor-clip-image

Executor for the pre-trained clip model. https://openai.com/blog/clip/

executor-U1MIndexer

An indexer leverages hnswlib for vector search and DocumentArrayMemmap for storing full Documents

legacy-examples

Unmaintained examples for Jina

terraform-jina-jinad-aws

Module for deploying JinaD on AWS

example-3D-model

This example demonstrates the use of a convolutional neural network.

executor-faiss-postgres

A production-ready, scalable Indexer for the Jina neural search framework, based on FAISS and PSQL

executor-text-clip-text-encoder

executor-video-frameextractor

An executor that extract the frames from videos with `ffmpeg`

qdrant

Qdrant - vector similarity search engine with extended filtering support

executor-image-torch-object-detection-segmenter

executor-subtitle-extractor

executor-tagshasher

TagsHasher

executor-text-drp-encoder

Encode text into embeddings using the drp model.

executor-text-laser-encoder

executor-text-transformer-sentence-encodere

imgda-uploader

rich

Rich is a Python library for rich text and beautiful formatting in the terminal.

swag-for-dev

😎 swag opportunities for developers