Jina AI

jina

Cloud-native neural search framework for 𝙖𝙣𝙮 kind of data

clip-as-service

Embed images and sentences into fixed-length vectors with CLIP

docarray

The data structure for unstructured data

dalle-flow

A Human-in-the-Loop workflow for creating HD images from text

finetuner

Finetuning any DNN for better embedding on neural search tasks

dashboard

Interactive UI for analyzing Jina logs, designing Flows and viewing Hub images

now

One line to host them all. Bootstrap your image search case in minutes.

annlite

A fast embedded library for approximate nearest neighbor search

jcloud

Simplify deploying and managing Jina projects on Jina Cloud

example-app-store

App store search example, using Jina as backend and Streamlit as frontend

example-multimodal-fashion-search

Input text or image, get back matching image fashion results, using Jina, DocArray, and CLIP

executor-hnsw-postgres

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

benchmark

Benchmark environment and results of different versions of Jina.

simple-jina-examples

api

API schema of Jina command line interface exposed as JSON and YAML files.

executor-image-clip-encoder

CLIPImageEncoder is an image encoder that wraps the image embedding functionality using the CLIP

hubble-client-python

Python SDK for Hubble's API

cloud-ops

executor-3d-encoder

An executor that wraps 3D mesh models and encodes 3D content documents to d-dimension vector.

executor-normalizer

Jina executor package normalizer

.github

This repository stores github actions templates as described https://docs.github.com/en/actions/learn-github-actions/sharing-workflows-with-your-organization

auth

Pypi package (jina-auth), provide a CLI to login Jina Eco.

executor-trimesh-loader

An executor that wraps trimesh for loading and using triangular meshes

fastapi

hub-integration

Integration test for hub

tutorial-notebooks

example-grafana-prometheus

Docker compose file to use prometheus and grafana with Jina

executor-elasticsearch-indexer

executor-qdrant-indexer

executor-weaviate-indexer