jina-ai/jcloud

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Python
License
Apache License 2.0
Created over 2 years ago
Updated about 1 year ago

jina-ai/jcloud

jina-ai

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Simplify deploying and managing Jina projects on Jina Cloud

Simplify deploying and hosting Jina projects on Jina Cloud

☁️ To the cloud! - Smoothly deploy a local project as a cloud service. Radically easy, no nasty surprises.

🎯 Cut to the chase - One CLI with five commands to manage the lifecycle of your Jina projects.

🎟️ Early free access - Sneak peek at our stealthy cloud hosting platform. Built on latest cloud-native tech stack, we now host your Jina project and offer computational and storage resources, for free!

Install

pip install jcloud
jc -h

In case jc is already occupied by another tool, please use jcloud instead. If your pip install doesn't register bash commands for you, you can run python -m jcloud -h.

Documentation

Support

Join our Slack community and chat with other community members about ideas.
Join our Engineering All Hands meet-up to discuss your use case and learn Jina's new features.
- When? The second Tuesday of every month
- Where? Zoom (see our public events calendar/.ical) and live stream on YouTube
Subscribe to the latest video tutorials on our YouTube channel

Join Us

JCloud is backed by Jina AI and licensed under Apache-2.0. We are actively hiring AI engineers, solution engineers to build the next neural search ecosystem in open-source.

jina

☁️ Build multimodal AI applications with cloud-native stack

clip-as-service

🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP

reader

Convert any URL to an LLM-friendly input with a simple prefix https://r.jina.ai/

dalle-flow

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

dev-gpt

Your Virtual Development Team

langchain-serve

⚡ Langchain apps in production using Jina & FastAPI

finetuner

🎯 Task-oriented embedding tuning for BERT, CLIP, etc.

thinkgpt

Agent techniques to augment your LLM and push it beyong its limits

auto-gpt-web

Set Your Goals, AI Achieves Them.

agentchain

Chain together LLMs for reasoning & orchestrate multiple large models for accomplishing complex tasks

docarray

The data structure for unstructured data

vectordb

A Python vector database you just need - no more, no less.

jina-video-chat

jinabox.js

A lightweight, customizable omnibox in Javascript, for use with a Jina backend.

annlite

⚡ A fast embedded library for approximate nearest neighbor search

rungpt

An open-source cloud-native of large multi-modal models (LMMs) serving framework.

fastapi-serve

FastAPI to the Cloud, Batteries Included! ☁️🔋🚀

jina-hub

An open-registry for hosting Jina executors via container images

dashboard

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

GoldRetriever

Create and host retrieval plugins for ChatGPT in one click

jinaai-py

example-multimodal-fashion-search

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

streamlit-jina

Streamlit component for Jina neural search

docs

Jina V1 Official Documentation. For the latest one, please check out https://docs.jina.ai

jinaai-js

executors

jerboa

jina-ai.github.io

Homepage of Jina AI Limited

example-meme-search

Meme search engine built with Jina neural search framework. Search with captions or image files to find matching memes.

example-app-store

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

docsQA-ui

Web UI for docsQA. Main branch: https://jina-docqa-ui.netlify.app/

example-speech-to-image

An example of building a speech to image generation pipeline with Jina, Whisper and StableDiffusion

workshops

Jupyter Notebook

jina-hubble-sdk

Python API for authentication, resource management with Hubble

product-recommendation-redis-docarray

career

Find out job opportunities at Jina AI

executor-3d-encoder

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

client-go

Golang Client for Jina (https://github.com/jina-ai/jina)

benchmark

Benchmark environment and results of different versions of Jina.

action-hub-builder

Simple interface for building & validating Jina Hub executors.

inference-client

executor-hnsw-postgres

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

now

cookiecutter-jina

Cookiecutter template for a Jina project

simple-jina-examples

executor-simpleindexer

executor-clip-encoder

Encoder that embeds documents using either the CLIP vision encoder or the CLIP text encoder, depending on the content type of the document.

cloud-ops

good-first-issues

Issues that don't fit under Jina's other repos!

api

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

inference-client-js

executor-text-transformers-dprreader-ranker

DPRReaderRanker

executor-video-loader

executor-image-clip-encoder

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

.github

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

GSoC

Google Summer of Code

example-wikipedia-recommendation

An example of graph embeddings for wikipedia page recommendations

Jupyter Notebook

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-text-transformers-torch-encoder

**TransformerTorchEncoder** wraps the torch-version of transformers from huggingface. It encodes text data into dense vectors.

executor-cases

Summarize all Executor patterns for Hubble

executor-normalizer

Jina executor package normalizer

auth

deprecated, use `jina-hubble-sdk`

jina-commons

A collection of shared function for Jina Executor

tutorial-notebooks

Jupyter Notebook

jina-paddle-hackathon

极纳 x 百度飞桨黑客马拉松

executor-image-preprocessor

An executor that performs standard pre-processing and normalization on images.

jina-hackathon

Support repo for Jina X Hackathon - Sep 2020

executor-featurehasher

jina-sagemaker

Jina Embedding Models on AWS SageMaker

Jupyter Notebook

stress-test

A collection of stress tests of Jina infrastructure

executor-image-clip-classifier

executor-text-transformerqa

**TransformerQAExecutor* wraps a question-answering model from huggingface and return relevant answers given questions and contexts/paragraphs.

executor-faissindexer

A similarity search indexer based on Faiss. https://hub.jina.ai/executor/8gsd0tts

hub-integration

Integration test for hub

example-audio-search

example-video-qa

This is an example of building a video QA with jina

jinad

Management of Jina on remote

executor-indexers

Indexer Executors for Jina

executor-text-dpr-encoder

Encode text into embeddings using the DPR model.

legacy-examples

Unmaintained examples for Jina

executor-clip-image

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

executor-weaviate-indexer

executor-doc2query

executor-image-paddle-encoder

jupyter-notebooks

Jupyter Notebook

executor-evaluator-ranking

executor-yolov5

executor-lightgbm-ranker

terraform-jina-jinad-aws

Module for deploying JinaD on AWS

encoder-image-torch

The ImageTorchEncoder encodes Document content from a ndarray to an d-dimensional vector.

example-odqa

executor-text-clip-encoder

Encode text into embeddings using the CLIP model.

jina-ui

Monorepo for JinaJS and frontend projects

executor-audio-clip-encoder

Wraps the AudioCLIP model for generating embeddings for audio data for the Jina framework

executor-matchmerger

**MatchMerger** Merges the results of shards by appending all matches.

executor-image-niireader

executor-image-normalizer

Executor that reads, resizes, crops and normalizes images.

executor-vgg-audio-encoder

executor-image-hasher

An executor to encode images using comparable hashing techniques. Useful for duplicate detection