Repositories list

• MCP

  Public
  Official Jina AI Remote MCP Server

  mcpmcp-server

  TypeScript

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  Apache License 2.0

  •55•474•12•1•Updated Feb 20, 2026Feb 20, 2026

• .github

  Public

  jina-ai/.github’s past year of commit activity
  This repository stores github actions templates as described https://docs.github.com/en/actions/learn-github-actions/sharing-workflows-with-your-organization

  9•11•0•0•Updated Feb 19, 2026Feb 19, 2026

• embedding-inversion-demo

  Public
  Embedding Inversion via Conditional Masked Diffusion: recover original text from embedding vectors using parallel denoising. Live demo + training pipeline + tec…

  nlpdeep-learningpytorch+ 12text-embeddingstext-reconstructionprivacy-attackmasked-diffusionjina-embeddingsdiffusion-language-modelvec2text+ 5

  Python

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  Apache License 2.0

  •1•26•1•0•Updated Feb 12, 2026Feb 12, 2026

• llama.cpp

  Public

  jina-ai/llama.cpp’s past year of commit activity
  LLM inference in C/C++

  C++

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  MIT License

  •15k•9•0•0•Updated Jan 29, 2026Jan 29, 2026

• jzip-compressor

  Public

  jina-ai/jzip-compressor’s past year of commit activity
  Compression for unit-norm embedding vectors using spherical coordinates

  C

  •8•76•1•1•Updated Jan 23, 2026Jan 23, 2026

• meta-prompt

  Public

  jina-ai/meta-prompt’s past year of commit activity
  For LLMs to better code with Jina API

  HTML

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  Apache License 2.0

  •17•175•1•1•Updated Dec 18, 2025Dec 18, 2025

• node-DeepResearch

  Public

  jina-ai/node-DeepResearch’s past year of commit activity
  Keep searching, reading webpages, reasoning until it finds the answer (or exceeding the token budget)

  deepsearchdeepresearch

  TypeScript

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  Apache License 2.0

  •455•5.1k•47•5•Updated Dec 13, 2025Dec 13, 2025

• markitdown

  Public

  jina-ai/markitdown’s past year of commit activity
  Python tool for converting files and office documents to Markdown.

  Python

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  MIT License

  •5.1k•2•0•0•Updated Dec 2, 2025Dec 2, 2025

• bof-emnlp2025-embeddings-rerankers-smallLMs-for-better-search

  Public

  jina-ai/bof-emnlp2025-embeddings-rerankers-smallLMs-for-better-search’s past year of commit activity
  Nov. 7 EMNLP2025 BoF: Embeddings, Rerankers, Small LMs for Better Search

  0•4•0•1•Updated Nov 7, 2025Nov 7, 2025

• jina-embeddings-v4-gguf

  Public

  jina-ai/jina-embeddings-v4-gguf’s past year of commit activity
  A collection of GGUF and quantizations for jina-embeddings-v4

  Shell

  •1•33•1•0•Updated Sep 18, 2025Sep 18, 2025

• mlx-retrieval

  Public

  jina-ai/mlx-retrieval’s past year of commit activity
  Train embedding and reranker models for retrieval tasks on Apple Silicon with MLX

  embeddingsmlxreranker+ 2apple-siliconmteb

  Python

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  Apache License 2.0

  •10•173•0•0•Updated Sep 18, 2025Sep 18, 2025

• csp-examples

  Public

  jina-ai/csp-examples’s past year of commit activity
  Jupyter Notebook

  •0•2•0•0•Updated Sep 9, 2025Sep 9, 2025

• jina-sagemaker

  Public

  jina-ai/jina-sagemaker’s past year of commit activity
  Jina Embedding Models on AWS SageMaker

  awsembeddingssagemaker

  Jupyter Notebook

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  Apache License 2.0

  •1•13•2•0•Updated Sep 9, 2025Sep 9, 2025

• mteb-jinavdr

  Public

  jina-ai/mteb-jinavdr’s past year of commit activity
  MTEB: Massive Text Embedding Benchmark

  Python

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  Apache License 2.0

  •559•1•0•0•Updated Sep 1, 2025Sep 1, 2025

• deepsearch-ui

  Public

  jina-ai/deepsearch-ui’s past year of commit activity
  Jina DeepSearch UI

  JavaScript

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  Apache License 2.0

  •23•128•0•0•Updated Aug 27, 2025Aug 27, 2025

• gpt-oss

  Public

  jina-ai/gpt-oss’s past year of commit activity
  gpt-oss-120b and gpt-oss-20b are two open-weight language models by OpenAI

  Python

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  Apache License 2.0

  •2k•0•0•1•Updated Aug 7, 2025Aug 7, 2025

• jina-vdr

  Public

  jina-ai/jina-vdr’s past year of commit activity
  Jina VDR is a multilingual, multi-domain benchmark for visual document retrieval

  embeddingsmulti-modalpdf-search+ 2visual-document-retrievalvidore

  Python

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  MIT License

  •34•38•1•0•Updated Aug 4, 2025Aug 4, 2025

• jina-reranker-m0-gguf

  Public
  A collection of GGUF and quantizations for jina-embeddings-v4

  0•1•0•0•Updated Jul 21, 2025Jul 21, 2025

• submodular-optimization

  Public

  jina-ai/submodular-optimization’s past year of commit activity
  Submodular optimization for context engineering: query fan-out, text selection, passage reranking

  submodular-optimizationsubmodularitycontext-engineering

  Jupyter Notebook

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  Apache License 2.0

  •11•78•0•0•Updated Jul 14, 2025Jul 14, 2025

• correlations

  Public
  Simple UI for debugging correlations of text embeddings

  HTML

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  Apache License 2.0

  •23•308•2•0•Updated May 28, 2025May 28, 2025

• reader

  Public

  jina-ai/reader’s past year of commit activity
  Convert any URL to an LLM-friendly input with a simple prefix https://r.jina.ai/

  proxyllm

  TypeScript

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  Apache License 2.0

  •757•9.8k•120•3•Updated May 8, 2025May 8, 2025

• image-assets

  Public

  jina-ai/image-assets’s past year of commit activity
  0•0•0•0•Updated Apr 9, 2025Apr 9, 2025

• multimodal-reranker-test

  Public

  jina-ai/multimodal-reranker-test’s past year of commit activity
  samples to evaluate a multimodal neural reranker

  Apache License 2.0

  •0•0•0•0•Updated Apr 7, 2025Apr 7, 2025

• serve

  Public
  ☁️ Build multimodal AI applications with cloud-native stack

  dockerkubernetesmachine-learning+ 17frameworkdeep-learningmicroservicepipelinecncfgrpcprometheus+ 10

  Python

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  Apache License 2.0

  •2.2k•22k•0•18•Updated Mar 24, 2025Mar 24, 2025

• node-serp

  Public

  jina-ai/node-serp’s past year of commit activity
  LLM-as-SERP

  TypeScript

  •8•68•1•0•Updated Mar 3, 2025Mar 3, 2025

• api

  Public

  jina-ai/api’s past year of commit activity
  API schema of Jina command line interface exposed as JSON and YAML files.

  jsonyaml-filesapi-schema+ 2jinajina-command

  HTML

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  Apache License 2.0

  •5•14•0•0•Updated Feb 25, 2025Feb 25, 2025

• llm-query-expansion

  Public
  Query Expension for Better Query Embedding using LLMs

  information-retrievalembeddingsir+ 4query-expansionbeirllmjina-embeddings

  Python

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  Apache License 2.0

  •6•66•0•0•Updated Feb 18, 2025Feb 18, 2025

• Events

  Public
  public presentations and infographics in the Jina community.

  Jupyter Notebook

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  Apache License 2.0

  •1•3•0•0•Updated Jan 23, 2025Jan 23, 2025

• vllm

  Public
  A high-throughput and memory-efficient inference and serving engine for LLMs

  Python

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  Apache License 2.0

  •14k•3•0•0•Updated Jan 17, 2025Jan 17, 2025

• late-chunking

  Public
  Code for explaining and evaluating late chunking (chunked pooling)

  Python

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  Apache License 2.0

  •43•488•1•0•Updated Dec 23, 2024Dec 23, 2024