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jina
โ๏ธ Build multimodal AI applications with cloud-native stackclip-as-service
๐ Scalable embedding, reasoning, ranking for images and sentences with CLIPreader
Convert any URL to an LLM-friendly input with a simple prefix https://r.jina.ai/dalle-flow
๐ A Human-in-the-Loop workflow for creating HD images from textdev-gpt
Your Virtual Development Teamlangchain-serve
โก Langchain apps in production using Jina & FastAPIfinetuner
๐ฏ Task-oriented embedding tuning for BERT, CLIP, etc.thinkgpt
Agent techniques to augment your LLM and push it beyong its limitsauto-gpt-web
Set Your Goals, AI Achieves Them.agentchain
Chain together LLMs for reasoning & orchestrate multiple large models for accomplishing complex tasksdocarray
The data structure for unstructured datavectordb
A Python vector database you just need - no more, no less.jcloud
Simplify deploying and managing Jina projects on Jina Cloudjina-video-chat
jinabox.js
A lightweight, customizable omnibox in Javascript, for use with a Jina backend.annlite
โก A fast embedded library for approximate nearest neighbor searchrungpt
An open-source cloud-native of large multi-modal models (LMMs) serving framework.fastapi-serve
FastAPI to the Cloud, Batteries Included! โ๏ธ๐๐jina-hub
An open-registry for hosting Jina executors via container imagesdashboard
Interactive UI for analyzing Jina logs, designing Flows and viewing Hub imagesGoldRetriever
Create and host retrieval plugins for ChatGPT in one clickjinaai-py
example-multimodal-fashion-search
Input text or image, get back matching image fashion results, using Jina, DocArray, and CLIPdocs
Jina V1 Official Documentation. For the latest one, please check out https://docs.jina.aistreamlit-jina
Streamlit component for Jina neural searchexecutors
internal-onlyjerboa
LLM finetuningjinaai-js
jina-ai.github.io
Homepage of Jina AI Limitedexample-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 frontenddocsQA-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 StableDiffusionjina-hubble-sdk
Python API for authentication, resource management with Hubbleproduct-recommendation-redis-docarray
career
Find out job opportunities at Jina AIexecutor-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)workshops
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 PSQLnow
cookiecutter-jina
Cookiecutter template for a Jina projectsimple-jina-examples
executor-simpleindexer
Simple Indexergood-first-issues
Issues that don't fit under Jina's other repos!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.api
API schema of Jina command line interface exposed as JSON and YAML files.inference-client-js
executor-text-transformers-dprreader-ranker
DPRReaderRankerexecutor-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-organizationGSoC
Google Summer of Codeexample-wikipedia-recommendation
An example of graph embeddings for wikipedia page recommendationsexecutor-U100KIndexer
An Indexer that works out-of-the-box when you have less than 100K stored Documentsdevrel-heartmaker
Heart mosaics of your GitHub contributorsexecutor-text-transformers-torch-encoder
**TransformerTorchEncoder** wraps the torch-version of transformers from huggingface. It encodes text data into dense vectors.fastapi
executor-cases
Summarize all Executor patterns for Hubbleexecutor-normalizer
Jina executor package normalizerauth
deprecated, use `jina-hubble-sdk`jina-commons
A collection of shared function for Jina Executortutorial-notebooks
jina-paddle-hackathon
ๆ็บณ x ็พๅบฆ้ฃๆกจ ้ปๅฎข้ฉฌๆๆพexecutor-image-preprocessor
An executor that performs standard pre-processing and normalization on images.jina-hackathon
Support repo for Jina X Hackathon - Sep 2020executor-featurehasher
FeatureHasherstress-test
A collection of stress tests of Jina infrastructureexecutor-image-clip-classifier
executor-text-transformerqa
**TransformerQAExecutor* wraps a question-answering model from huggingface and return relevant answers given questions and contexts/paragraphs.hub-integration
Integration test for hubexecutor-faissindexer
A similarity search indexer based on Faiss. https://hub.jina.ai/executor/8gsd0ttsexample-audio-search
example-video-qa
This is an example of building a video QA with jinajinad
Management of Jina on remoteexecutor-indexers
Indexer Executors for Jinaexecutor-text-dpr-encoder
Encode text into embeddings using the DPR model.jina-sagemaker
Jina Embedding Models on AWS SageMakerexecutor-clip-image
Executor for the pre-trained clip model. https://openai.com/blog/clip/executor-weaviate-indexer
executor-doc2query
executor-evaluator-ranking
legacy-examples
Unmaintained examples for Jinaexecutor-image-paddle-encoder
jupyter-notebooks
executor-yolov5
executor-lightgbm-ranker
terraform-jina-jinad-aws
Module for deploying JinaD on AWSencoder-image-torch
The ImageTorchEncoder encodes Document content from a ndarray to an d-dimensional vector.executor-image-niireader
example-odqa
jina-ui
Monorepo for JinaJS and frontend projectsexecutor-audio-clip-encoder
Wraps the AudioCLIP model for generating embeddings for audio data for the Jina frameworkexecutor-text-clip-encoder
Encode text into embeddings using the CLIP model.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 detectionLove Open Source and this site? Check out how you can help us