Jina AI (@jina-ai)
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Top repositories

1

jina

โ˜๏ธ Build multimodal AI applications with cloud-native stack
Python
20,716
star
2

clip-as-service

๐Ÿ„ Scalable embedding, reasoning, ranking for images and sentences with CLIP
Python
12,150
star
3

reader

Convert any URL to an LLM-friendly input with a simple prefix https://r.jina.ai/
TypeScript
6,640
star
4

dalle-flow

๐ŸŒŠ A Human-in-the-Loop workflow for creating HD images from text
Python
2,831
star
5

dev-gpt

Your Virtual Development Team
Python
1,756
star
6

langchain-serve

โšก Langchain apps in production using Jina & FastAPI
Python
1,601
star
7

finetuner

๐ŸŽฏ Task-oriented embedding tuning for BERT, CLIP, etc.
Python
1,455
star
8

thinkgpt

Agent techniques to augment your LLM and push it beyong its limits
Python
1,402
star
9

auto-gpt-web

Set Your Goals, AI Achieves Them.
TypeScript
749
star
10

agentchain

Chain together LLMs for reasoning & orchestrate multiple large models for accomplishing complex tasks
Python
583
star
11

docarray

The data structure for unstructured data
Python
522
star
12

vectordb

A Python vector database you just need - no more, no less.
Python
519
star
13

jcloud

Simplify deploying and managing Jina projects on Jina Cloud
Python
294
star
14

jina-video-chat

Python
266
star
15

jinabox.js

A lightweight, customizable omnibox in Javascript, for use with a Jina backend.
JavaScript
219
star
16

annlite

โšก A fast embedded library for approximate nearest neighbor search
Python
216
star
17

rungpt

An open-source cloud-native of large multi-modal models (LMMs) serving framework.
Python
147
star
18

fastapi-serve

FastAPI to the Cloud, Batteries Included! โ˜๏ธ๐Ÿ”‹๐Ÿš€
Python
139
star
19

jina-hub

An open-registry for hosting Jina executors via container images
Python
103
star
20

dashboard

Interactive UI for analyzing Jina logs, designing Flows and viewing Hub images
TypeScript
100
star
21

GoldRetriever

Create and host retrieval plugins for ChatGPT in one click
Python
63
star
22

jinaai-py

Python
48
star
23

example-multimodal-fashion-search

Input text or image, get back matching image fashion results, using Jina, DocArray, and CLIP
Python
45
star
24

streamlit-jina

Streamlit component for Jina neural search
Python
37
star
25

docs

Jina V1 Official Documentation. For the latest one, please check out https://docs.jina.ai
HTML
35
star
26

jinaai-js

TypeScript
28
star
27

executors

internal-only
Python
28
star
28

jerboa

LLM finetuning
Python
27
star
29

jina-ai.github.io

Homepage of Jina AI Limited
HTML
27
star
30

example-meme-search

Meme search engine built with Jina neural search framework. Search with captions or image files to find matching memes.
Python
23
star
31

example-app-store

App store search example, using Jina as backend and Streamlit as frontend
Python
21
star
32

docsQA-ui

Web UI for docsQA. Main branch: https://jina-docqa-ui.netlify.app/
TypeScript
20
star
33

example-speech-to-image

An example of building a speech to image generation pipeline with Jina, Whisper and StableDiffusion
Python
20
star
34

workshops

Jupyter Notebook
19
star
35

jina-hubble-sdk

Python API for authentication, resource management with Hubble
Python
19
star
36

product-recommendation-redis-docarray

Python
18
star
37

career

Find out job opportunities at Jina AI
17
star
38

executor-3d-encoder

An executor that wraps 3D mesh models and encodes 3D content documents to d-dimension vector.
Python
16
star
39

client-go

Golang Client for Jina (https://github.com/jina-ai/jina)
Go
16
star
40

benchmark

Benchmark environment and results of different versions of Jina.
Python
14
star
41

action-hub-builder

Simple interface for building & validating Jina Hub executors.
Python
12
star
42

inference-client

Python
12
star
43

executor-hnsw-postgres

A production-ready, scalable Indexer for the Jina neural search framework, based on HNSW and PSQL
Python
12
star
44

now

Python
11
star
45

cookiecutter-jina

Cookiecutter template for a Jina project
Python
10
star
46

simple-jina-examples

Python
9
star
47

executor-simpleindexer

Simple Indexer
Python
9
star
48

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.
Python
9
star
49

cloud-ops

Python
8
star
50

good-first-issues

Issues that don't fit under Jina's other repos!
8
star
51

api

API schema of Jina command line interface exposed as JSON and YAML files.
HTML
8
star
52

inference-client-js

TypeScript
7
star
53

executor-text-transformers-dprreader-ranker

DPRReaderRanker
Python
7
star
54

executor-video-loader

Python
7
star
55

executor-image-clip-encoder

CLIPImageEncoder is an image encoder that wraps the image embedding functionality using the CLIP
Python
7
star
56

.github

This repository stores github actions templates as described https://docs.github.com/en/actions/learn-github-actions/sharing-workflows-with-your-organization
7
star
57

GSoC

Google Summer of Code
7
star
58

example-wikipedia-recommendation

An example of graph embeddings for wikipedia page recommendations
Jupyter Notebook
6
star
59

executor-U100KIndexer

An Indexer that works out-of-the-box when you have less than 100K stored Documents
Python
6
star
60

devrel-heartmaker

Heart mosaics of your GitHub contributors
Python
6
star
61

executor-text-transformers-torch-encoder

**TransformerTorchEncoder** wraps the torch-version of transformers from huggingface. It encodes text data into dense vectors.
Python
6
star
62

executor-cases

Summarize all Executor patterns for Hubble
Python
5
star
63

executor-normalizer

Jina executor package normalizer
Python
5
star
64

auth

deprecated, use `jina-hubble-sdk`
Python
5
star
65

jina-commons

A collection of shared function for Jina Executor
Python
5
star
66

tutorial-notebooks

Jupyter Notebook
5
star
67

jina-paddle-hackathon

ๆž็บณ x ็™พๅบฆ้ฃžๆกจ ้ป‘ๅฎข้ฉฌๆ‹‰ๆพ
Python
5
star
68

executor-image-preprocessor

An executor that performs standard pre-processing and normalization on images.
Python
5
star
69

jina-hackathon

Support repo for Jina X Hackathon - Sep 2020
5
star
70

executor-featurehasher

FeatureHasher
Python
4
star
71

jina-sagemaker

Jina Embedding Models on AWS SageMaker
Jupyter Notebook
4
star
72

stress-test

A collection of stress tests of Jina infrastructure
Python
4
star
73

executor-image-clip-classifier

Python
4
star
74

executor-text-transformerqa

**TransformerQAExecutor* wraps a question-answering model from huggingface and return relevant answers given questions and contexts/paragraphs.
Python
4
star
75

executor-faissindexer

A similarity search indexer based on Faiss. https://hub.jina.ai/executor/8gsd0tts
Python
4
star
76

hub-integration

Integration test for hub
Python
4
star
77

example-audio-search

Python
3
star
78

example-video-qa

This is an example of building a video QA with jina
TypeScript
3
star
79

jinad

Management of Jina on remote
Python
3
star
80

executor-indexers

Indexer Executors for Jina
Python
3
star
81

executor-text-dpr-encoder

Encode text into embeddings using the DPR model.
Python
3
star
82

legacy-examples

Unmaintained examples for Jina
Python
3
star
83

executor-clip-image

Executor for the pre-trained clip model. https://openai.com/blog/clip/
Python
3
star
84

executor-weaviate-indexer

Python
3
star
85

executor-doc2query

Python
3
star
86

executor-image-paddle-encoder

Python
3
star
87

jupyter-notebooks

Jupyter Notebook
3
star
88

executor-evaluator-ranking

Python
3
star
89

executor-yolov5

Python
3
star
90

executor-lightgbm-ranker

Python
3
star
91

terraform-jina-jinad-aws

Module for deploying JinaD on AWS
HCL
3
star
92

encoder-image-torch

The ImageTorchEncoder encodes Document content from a ndarray to an d-dimensional vector.
Python
3
star
93

example-odqa

Roff
2
star
94

executor-text-clip-encoder

Encode text into embeddings using the CLIP model.
Python
2
star
95

jina-ui

Monorepo for JinaJS and frontend projects
TypeScript
2
star
96

executor-audio-clip-encoder

Wraps the AudioCLIP model for generating embeddings for audio data for the Jina framework
Python
2
star
97

executor-matchmerger

**MatchMerger** Merges the results of shards by appending all matches.
Python
2
star
98

executor-image-niireader

Python
2
star
99

executor-image-normalizer

Executor that reads, resizes, crops and normalizes images.
Python
2
star
100

executor-vgg-audio-encoder

Python
2
star