### What problem does this PR solve? update for v0.19.0 ### Type of change - [x] Documentation Updatetags/v0.19.0
| <img alt="Static Badge" src="https://img.shields.io/badge/Online-Demo-4e6b99"> | <img alt="Static Badge" src="https://img.shields.io/badge/Online-Demo-4e6b99"> | ||||
| </a> | </a> | ||||
| <a href="https://hub.docker.com/r/infiniflow/ragflow" target="_blank"> | <a href="https://hub.docker.com/r/infiniflow/ragflow" target="_blank"> | ||||
| <img src="https://img.shields.io/badge/docker_pull-ragflow:v0.18.0-brightgreen" alt="docker pull infiniflow/ragflow:v0.18.0"> | |||||
| <img src="https://img.shields.io/badge/docker_pull-ragflow:v0.19.0-brightgreen" alt="docker pull infiniflow/ragflow:v0.19.0"> | |||||
| </a> | </a> | ||||
| <a href="https://github.com/infiniflow/ragflow/releases/latest"> | <a href="https://github.com/infiniflow/ragflow/releases/latest"> | ||||
| <img src="https://img.shields.io/github/v/release/infiniflow/ragflow?color=blue&label=Latest%20Release" alt="Latest Release"> | <img src="https://img.shields.io/github/v/release/infiniflow/ragflow?color=blue&label=Latest%20Release" alt="Latest Release"> | ||||
| > All Docker images are built for x86 platforms. We don't currently offer Docker images for ARM64. | > All Docker images are built for x86 platforms. We don't currently offer Docker images for ARM64. | ||||
| > If you are on an ARM64 platform, follow [this guide](https://ragflow.io/docs/dev/build_docker_image) to build a Docker image compatible with your system. | > If you are on an ARM64 platform, follow [this guide](https://ragflow.io/docs/dev/build_docker_image) to build a Docker image compatible with your system. | ||||
| > The command below downloads the `v0.18.0-slim` edition of the RAGFlow Docker image. See the following table for descriptions of different RAGFlow editions. To download a RAGFlow edition different from `v0.18.0-slim`, update the `RAGFLOW_IMAGE` variable accordingly in **docker/.env** before using `docker compose` to start the server. For example: set `RAGFLOW_IMAGE=infiniflow/ragflow:v0.18.0` for the full edition `v0.18.0`. | |||||
| > The command below downloads the `v0.19.0-slim` edition of the RAGFlow Docker image. See the following table for descriptions of different RAGFlow editions. To download a RAGFlow edition different from `v0.19.0-slim`, update the `RAGFLOW_IMAGE` variable accordingly in **docker/.env** before using `docker compose` to start the server. For example: set `RAGFLOW_IMAGE=infiniflow/ragflow:v0.19.0` for the full edition `v0.19.0`. | |||||
| ```bash | ```bash | ||||
| $ cd ragflow/docker | $ cd ragflow/docker | ||||
| | RAGFlow image tag | Image size (GB) | Has embedding models? | Stable? | | | RAGFlow image tag | Image size (GB) | Has embedding models? | Stable? | | ||||
| |-------------------|-----------------|-----------------------|--------------------------| | |-------------------|-----------------|-----------------------|--------------------------| | ||||
| | v0.18.0 | ≈9 | :heavy_check_mark: | Stable release | | |||||
| | v0.18.0-slim | ≈2 | ❌ | Stable release | | |||||
| | v0.19.0 | ≈9 | :heavy_check_mark: | Stable release | | |||||
| | v0.19.0-slim | ≈2 | ❌ | Stable release | | |||||
| | nightly | ≈9 | :heavy_check_mark: | _Unstable_ nightly build | | | nightly | ≈9 | :heavy_check_mark: | _Unstable_ nightly build | | ||||
| | nightly-slim | ≈2 | ❌ | _Unstable_ nightly build | | | nightly-slim | ≈2 | ❌ | _Unstable_ nightly build | | ||||
| <img alt="Lencana Daring" src="https://img.shields.io/badge/Online-Demo-4e6b99"> | <img alt="Lencana Daring" src="https://img.shields.io/badge/Online-Demo-4e6b99"> | ||||
| </a> | </a> | ||||
| <a href="https://hub.docker.com/r/infiniflow/ragflow" target="_blank"> | <a href="https://hub.docker.com/r/infiniflow/ragflow" target="_blank"> | ||||
| <img src="https://img.shields.io/badge/docker_pull-ragflow:v0.18.0-brightgreen" alt="docker pull infiniflow/ragflow:v0.18.0"> | |||||
| <img src="https://img.shields.io/badge/docker_pull-ragflow:v0.19.0-brightgreen" alt="docker pull infiniflow/ragflow:v0.19.0"> | |||||
| </a> | </a> | ||||
| <a href="https://github.com/infiniflow/ragflow/releases/latest"> | <a href="https://github.com/infiniflow/ragflow/releases/latest"> | ||||
| <img src="https://img.shields.io/github/v/release/infiniflow/ragflow?color=blue&label=Rilis%20Terbaru" alt="Rilis Terbaru"> | <img src="https://img.shields.io/github/v/release/infiniflow/ragflow?color=blue&label=Rilis%20Terbaru" alt="Rilis Terbaru"> | ||||
| > Semua gambar Docker dibangun untuk platform x86. Saat ini, kami tidak menawarkan gambar Docker untuk ARM64. | > Semua gambar Docker dibangun untuk platform x86. Saat ini, kami tidak menawarkan gambar Docker untuk ARM64. | ||||
| > Jika Anda menggunakan platform ARM64, [silakan gunakan panduan ini untuk membangun gambar Docker yang kompatibel dengan sistem Anda](https://ragflow.io/docs/dev/build_docker_image). | > Jika Anda menggunakan platform ARM64, [silakan gunakan panduan ini untuk membangun gambar Docker yang kompatibel dengan sistem Anda](https://ragflow.io/docs/dev/build_docker_image). | ||||
| > Perintah di bawah ini mengunduh edisi v0.18.0-slim dari gambar Docker RAGFlow. Silakan merujuk ke tabel berikut untuk deskripsi berbagai edisi RAGFlow. Untuk mengunduh edisi RAGFlow yang berbeda dari v0.18.0-slim, perbarui variabel RAGFLOW_IMAGE di docker/.env sebelum menggunakan docker compose untuk memulai server. Misalnya, atur RAGFLOW_IMAGE=infiniflow/ragflow:v0.18.0 untuk edisi lengkap v0.18.0. | |||||
| > Perintah di bawah ini mengunduh edisi v0.19.0-slim dari gambar Docker RAGFlow. Silakan merujuk ke tabel berikut untuk deskripsi berbagai edisi RAGFlow. Untuk mengunduh edisi RAGFlow yang berbeda dari v0.19.0-slim, perbarui variabel RAGFLOW_IMAGE di docker/.env sebelum menggunakan docker compose untuk memulai server. Misalnya, atur RAGFLOW_IMAGE=infiniflow/ragflow:v0.19.0 untuk edisi lengkap v0.19.0. | |||||
| ```bash | ```bash | ||||
| $ cd ragflow/docker | $ cd ragflow/docker | ||||
| | RAGFlow image tag | Image size (GB) | Has embedding models? | Stable? | | | RAGFlow image tag | Image size (GB) | Has embedding models? | Stable? | | ||||
| | ----------------- | --------------- | --------------------- | ------------------------ | | | ----------------- | --------------- | --------------------- | ------------------------ | | ||||
| | v0.18.0 | ≈9 | :heavy_check_mark: | Stable release | | |||||
| | v0.18.0-slim | ≈2 | ❌ | Stable release | | |||||
| | v0.19.0 | ≈9 | :heavy_check_mark: | Stable release | | |||||
| | v0.19.0-slim | ≈2 | ❌ | Stable release | | |||||
| | nightly | ≈9 | :heavy_check_mark: | _Unstable_ nightly build | | | nightly | ≈9 | :heavy_check_mark: | _Unstable_ nightly build | | ||||
| | nightly-slim | ≈2 | ❌ | _Unstable_ nightly build | | | nightly-slim | ≈2 | ❌ | _Unstable_ nightly build | | ||||
| <img alt="Static Badge" src="https://img.shields.io/badge/Online-Demo-4e6b99"> | <img alt="Static Badge" src="https://img.shields.io/badge/Online-Demo-4e6b99"> | ||||
| </a> | </a> | ||||
| <a href="https://hub.docker.com/r/infiniflow/ragflow" target="_blank"> | <a href="https://hub.docker.com/r/infiniflow/ragflow" target="_blank"> | ||||
| <img src="https://img.shields.io/badge/docker_pull-ragflow:v0.18.0-brightgreen" alt="docker pull infiniflow/ragflow:v0.18.0"> | |||||
| <img src="https://img.shields.io/badge/docker_pull-ragflow:v0.19.0-brightgreen" alt="docker pull infiniflow/ragflow:v0.19.0"> | |||||
| </a> | </a> | ||||
| <a href="https://github.com/infiniflow/ragflow/releases/latest"> | <a href="https://github.com/infiniflow/ragflow/releases/latest"> | ||||
| <img src="https://img.shields.io/github/v/release/infiniflow/ragflow?color=blue&label=Latest%20Release" alt="Latest Release"> | <img src="https://img.shields.io/github/v/release/infiniflow/ragflow?color=blue&label=Latest%20Release" alt="Latest Release"> | ||||
| > 現在、公式に提供されているすべての Docker イメージは x86 アーキテクチャ向けにビルドされており、ARM64 用の Docker イメージは提供されていません。 | > 現在、公式に提供されているすべての Docker イメージは x86 アーキテクチャ向けにビルドされており、ARM64 用の Docker イメージは提供されていません。 | ||||
| > ARM64 アーキテクチャのオペレーティングシステムを使用している場合は、[このドキュメント](https://ragflow.io/docs/dev/build_docker_image)を参照して Docker イメージを自分でビルドしてください。 | > ARM64 アーキテクチャのオペレーティングシステムを使用している場合は、[このドキュメント](https://ragflow.io/docs/dev/build_docker_image)を参照して Docker イメージを自分でビルドしてください。 | ||||
| > 以下のコマンドは、RAGFlow Docker イメージの v0.18.0-slim エディションをダウンロードします。異なる RAGFlow エディションの説明については、以下の表を参照してください。v0.18.0-slim とは異なるエディションをダウンロードするには、docker/.env ファイルの RAGFLOW_IMAGE 変数を適宜更新し、docker compose を使用してサーバーを起動してください。例えば、完全版 v0.18.0 をダウンロードするには、RAGFLOW_IMAGE=infiniflow/ragflow:v0.18.0 と設定します。 | |||||
| > 以下のコマンドは、RAGFlow Docker イメージの v0.19.0-slim エディションをダウンロードします。異なる RAGFlow エディションの説明については、以下の表を参照してください。v0.19.0-slim とは異なるエディションをダウンロードするには、docker/.env ファイルの RAGFLOW_IMAGE 変数を適宜更新し、docker compose を使用してサーバーを起動してください。例えば、完全版 v0.19.0 をダウンロードするには、RAGFLOW_IMAGE=infiniflow/ragflow:v0.19.0 と設定します。 | |||||
| ```bash | ```bash | ||||
| $ cd ragflow/docker | $ cd ragflow/docker | ||||
| | RAGFlow image tag | Image size (GB) | Has embedding models? | Stable? | | | RAGFlow image tag | Image size (GB) | Has embedding models? | Stable? | | ||||
| | ----------------- | --------------- | --------------------- | ------------------------ | | | ----------------- | --------------- | --------------------- | ------------------------ | | ||||
| | v0.18.0 | ≈9 | :heavy_check_mark: | Stable release | | |||||
| | v0.18.0-slim | ≈2 | ❌ | Stable release | | |||||
| | v0.19.0 | ≈9 | :heavy_check_mark: | Stable release | | |||||
| | v0.19.0-slim | ≈2 | ❌ | Stable release | | |||||
| | nightly | ≈9 | :heavy_check_mark: | _Unstable_ nightly build | | | nightly | ≈9 | :heavy_check_mark: | _Unstable_ nightly build | | ||||
| | nightly-slim | ≈2 | ❌ | _Unstable_ nightly build | | | nightly-slim | ≈2 | ❌ | _Unstable_ nightly build | | ||||
| <img alt="Static Badge" src="https://img.shields.io/badge/Online-Demo-4e6b99"> | <img alt="Static Badge" src="https://img.shields.io/badge/Online-Demo-4e6b99"> | ||||
| </a> | </a> | ||||
| <a href="https://hub.docker.com/r/infiniflow/ragflow" target="_blank"> | <a href="https://hub.docker.com/r/infiniflow/ragflow" target="_blank"> | ||||
| <img src="https://img.shields.io/badge/docker_pull-ragflow:v0.18.0-brightgreen" alt="docker pull infiniflow/ragflow:v0.18.0"> | |||||
| <img src="https://img.shields.io/badge/docker_pull-ragflow:v0.19.0-brightgreen" alt="docker pull infiniflow/ragflow:v0.19.0"> | |||||
| </a> | </a> | ||||
| <a href="https://github.com/infiniflow/ragflow/releases/latest"> | <a href="https://github.com/infiniflow/ragflow/releases/latest"> | ||||
| <img src="https://img.shields.io/github/v/release/infiniflow/ragflow?color=blue&label=Latest%20Release" alt="Latest Release"> | <img src="https://img.shields.io/github/v/release/infiniflow/ragflow?color=blue&label=Latest%20Release" alt="Latest Release"> | ||||
| > 모든 Docker 이미지는 x86 플랫폼을 위해 빌드되었습니다. 우리는 현재 ARM64 플랫폼을 위한 Docker 이미지를 제공하지 않습니다. | > 모든 Docker 이미지는 x86 플랫폼을 위해 빌드되었습니다. 우리는 현재 ARM64 플랫폼을 위한 Docker 이미지를 제공하지 않습니다. | ||||
| > ARM64 플랫폼을 사용 중이라면, [시스템과 호환되는 Docker 이미지를 빌드하려면 이 가이드를 사용해 주세요](https://ragflow.io/docs/dev/build_docker_image). | > ARM64 플랫폼을 사용 중이라면, [시스템과 호환되는 Docker 이미지를 빌드하려면 이 가이드를 사용해 주세요](https://ragflow.io/docs/dev/build_docker_image). | ||||
| > 아래 명령어는 RAGFlow Docker 이미지의 v0.18.0-slim 버전을 다운로드합니다. 다양한 RAGFlow 버전에 대한 설명은 다음 표를 참조하십시오. v0.18.0-slim과 다른 RAGFlow 버전을 다운로드하려면, docker/.env 파일에서 RAGFLOW_IMAGE 변수를 적절히 업데이트한 후 docker compose를 사용하여 서버를 시작하십시오. 예를 들어, 전체 버전인 v0.18.0을 다운로드하려면 RAGFLOW_IMAGE=infiniflow/ragflow:v0.18.0로 설정합니다. | |||||
| > 아래 명령어는 RAGFlow Docker 이미지의 v0.19.0-slim 버전을 다운로드합니다. 다양한 RAGFlow 버전에 대한 설명은 다음 표를 참조하십시오. v0.19.0-slim과 다른 RAGFlow 버전을 다운로드하려면, docker/.env 파일에서 RAGFLOW_IMAGE 변수를 적절히 업데이트한 후 docker compose를 사용하여 서버를 시작하십시오. 예를 들어, 전체 버전인 v0.19.0을 다운로드하려면 RAGFLOW_IMAGE=infiniflow/ragflow:v0.19.0로 설정합니다. | |||||
| ```bash | ```bash | ||||
| $ cd ragflow/docker | $ cd ragflow/docker | ||||
| | RAGFlow image tag | Image size (GB) | Has embedding models? | Stable? | | | RAGFlow image tag | Image size (GB) | Has embedding models? | Stable? | | ||||
| | ----------------- | --------------- | --------------------- | ------------------------ | | | ----------------- | --------------- | --------------------- | ------------------------ | | ||||
| | v0.18.0 | ≈9 | :heavy_check_mark: | Stable release | | |||||
| | v0.18.0-slim | ≈2 | ❌ | Stable release | | |||||
| | v0.19.0 | ≈9 | :heavy_check_mark: | Stable release | | |||||
| | v0.19.0-slim | ≈2 | ❌ | Stable release | | |||||
| | nightly | ≈9 | :heavy_check_mark: | _Unstable_ nightly build | | | nightly | ≈9 | :heavy_check_mark: | _Unstable_ nightly build | | ||||
| | nightly-slim | ≈2 | ❌ | _Unstable_ nightly build | | | nightly-slim | ≈2 | ❌ | _Unstable_ nightly build | | ||||
| <img alt="Badge Estático" src="https://img.shields.io/badge/Online-Demo-4e6b99"> | <img alt="Badge Estático" src="https://img.shields.io/badge/Online-Demo-4e6b99"> | ||||
| </a> | </a> | ||||
| <a href="https://hub.docker.com/r/infiniflow/ragflow" target="_blank"> | <a href="https://hub.docker.com/r/infiniflow/ragflow" target="_blank"> | ||||
| <img src="https://img.shields.io/badge/docker_pull-ragflow:v0.18.0-brightgreen" alt="docker pull infiniflow/ragflow:v0.18.0"> | |||||
| <img src="https://img.shields.io/badge/docker_pull-ragflow:v0.19.0-brightgreen" alt="docker pull infiniflow/ragflow:v0.19.0"> | |||||
| </a> | </a> | ||||
| <a href="https://github.com/infiniflow/ragflow/releases/latest"> | <a href="https://github.com/infiniflow/ragflow/releases/latest"> | ||||
| <img src="https://img.shields.io/github/v/release/infiniflow/ragflow?color=blue&label=Última%20Relese" alt="Última Versão"> | <img src="https://img.shields.io/github/v/release/infiniflow/ragflow?color=blue&label=Última%20Relese" alt="Última Versão"> | ||||
| > Todas as imagens Docker são construídas para plataformas x86. Atualmente, não oferecemos imagens Docker para ARM64. | > Todas as imagens Docker são construídas para plataformas x86. Atualmente, não oferecemos imagens Docker para ARM64. | ||||
| > Se você estiver usando uma plataforma ARM64, por favor, utilize [este guia](https://ragflow.io/docs/dev/build_docker_image) para construir uma imagem Docker compatível com o seu sistema. | > Se você estiver usando uma plataforma ARM64, por favor, utilize [este guia](https://ragflow.io/docs/dev/build_docker_image) para construir uma imagem Docker compatível com o seu sistema. | ||||
| > O comando abaixo baixa a edição `v0.18.0-slim` da imagem Docker do RAGFlow. Consulte a tabela a seguir para descrições de diferentes edições do RAGFlow. Para baixar uma edição do RAGFlow diferente da `v0.18.0-slim`, atualize a variável `RAGFLOW_IMAGE` conforme necessário no **docker/.env** antes de usar `docker compose` para iniciar o servidor. Por exemplo: defina `RAGFLOW_IMAGE=infiniflow/ragflow:v0.18.0` para a edição completa `v0.18.0`. | |||||
| > O comando abaixo baixa a edição `v0.19.0-slim` da imagem Docker do RAGFlow. Consulte a tabela a seguir para descrições de diferentes edições do RAGFlow. Para baixar uma edição do RAGFlow diferente da `v0.19.0-slim`, atualize a variável `RAGFLOW_IMAGE` conforme necessário no **docker/.env** antes de usar `docker compose` para iniciar o servidor. Por exemplo: defina `RAGFLOW_IMAGE=infiniflow/ragflow:v0.19.0` para a edição completa `v0.19.0`. | |||||
| ```bash | ```bash | ||||
| $ cd ragflow/docker | $ cd ragflow/docker | ||||
| | Tag da imagem RAGFlow | Tamanho da imagem (GB) | Possui modelos de incorporação? | Estável? | | | Tag da imagem RAGFlow | Tamanho da imagem (GB) | Possui modelos de incorporação? | Estável? | | ||||
| | --------------------- | ---------------------- | ------------------------------- | ------------------------ | | | --------------------- | ---------------------- | ------------------------------- | ------------------------ | | ||||
| | v0.18.0 | ~9 | :heavy_check_mark: | Lançamento estável | | |||||
| | v0.18.0-slim | ~2 | ❌ | Lançamento estável | | |||||
| | v0.19.0 | ~9 | :heavy_check_mark: | Lançamento estável | | |||||
| | v0.19.0-slim | ~2 | ❌ | Lançamento estável | | |||||
| | nightly | ~9 | :heavy_check_mark: | _Instável_ build noturno | | | nightly | ~9 | :heavy_check_mark: | _Instável_ build noturno | | ||||
| | nightly-slim | ~2 | ❌ | _Instável_ build noturno | | | nightly-slim | ~2 | ❌ | _Instável_ build noturno | | ||||
| <img alt="Static Badge" src="https://img.shields.io/badge/Online-Demo-4e6b99"> | <img alt="Static Badge" src="https://img.shields.io/badge/Online-Demo-4e6b99"> | ||||
| </a> | </a> | ||||
| <a href="https://hub.docker.com/r/infiniflow/ragflow" target="_blank"> | <a href="https://hub.docker.com/r/infiniflow/ragflow" target="_blank"> | ||||
| <img src="https://img.shields.io/badge/docker_pull-ragflow:v0.18.0-brightgreen" alt="docker pull infiniflow/ragflow:v0.18.0"> | |||||
| <img src="https://img.shields.io/badge/docker_pull-ragflow:v0.19.0-brightgreen" alt="docker pull infiniflow/ragflow:v0.19.0"> | |||||
| </a> | </a> | ||||
| <a href="https://github.com/infiniflow/ragflow/releases/latest"> | <a href="https://github.com/infiniflow/ragflow/releases/latest"> | ||||
| <img src="https://img.shields.io/github/v/release/infiniflow/ragflow?color=blue&label=Latest%20Release" alt="Latest Release"> | <img src="https://img.shields.io/github/v/release/infiniflow/ragflow?color=blue&label=Latest%20Release" alt="Latest Release"> | ||||
| > 所有 Docker 映像檔都是為 x86 平台建置的。目前,我們不提供 ARM64 平台的 Docker 映像檔。 | > 所有 Docker 映像檔都是為 x86 平台建置的。目前,我們不提供 ARM64 平台的 Docker 映像檔。 | ||||
| > 如果您使用的是 ARM64 平台,請使用 [這份指南](https://ragflow.io/docs/dev/build_docker_image) 來建置適合您系統的 Docker 映像檔。 | > 如果您使用的是 ARM64 平台,請使用 [這份指南](https://ragflow.io/docs/dev/build_docker_image) 來建置適合您系統的 Docker 映像檔。 | ||||
| > 執行以下指令會自動下載 RAGFlow slim Docker 映像 `v0.18.0-slim`。請參考下表查看不同 Docker 發行版的說明。如需下載不同於 `v0.18.0-slim` 的 Docker 映像,請在執行 `docker compose` 啟動服務之前先更新 **docker/.env** 檔案內的 `RAGFLOW_IMAGE` 變數。例如,你可以透過設定 `RAGFLOW_IMAGE=infiniflow/ragflow:v0.18.0` 來下載 RAGFlow 鏡像的 `v0.18.0` 完整發行版。 | |||||
| > 執行以下指令會自動下載 RAGFlow slim Docker 映像 `v0.19.0-slim`。請參考下表查看不同 Docker 發行版的說明。如需下載不同於 `v0.19.0-slim` 的 Docker 映像,請在執行 `docker compose` 啟動服務之前先更新 **docker/.env** 檔案內的 `RAGFLOW_IMAGE` 變數。例如,你可以透過設定 `RAGFLOW_IMAGE=infiniflow/ragflow:v0.19.0` 來下載 RAGFlow 鏡像的 `v0.19.0` 完整發行版。 | |||||
| ```bash | ```bash | ||||
| $ cd ragflow/docker | $ cd ragflow/docker | ||||
| | RAGFlow image tag | Image size (GB) | Has embedding models? | Stable? | | | RAGFlow image tag | Image size (GB) | Has embedding models? | Stable? | | ||||
| | ----------------- | --------------- | --------------------- | ------------------------ | | | ----------------- | --------------- | --------------------- | ------------------------ | | ||||
| | v0.18.0 | ≈9 | :heavy_check_mark: | Stable release | | |||||
| | v0.18.0-slim | ≈2 | ❌ | Stable release | | |||||
| | v0.19.0 | ≈9 | :heavy_check_mark: | Stable release | | |||||
| | v0.19.0-slim | ≈2 | ❌ | Stable release | | |||||
| | nightly | ≈9 | :heavy_check_mark: | _Unstable_ nightly build | | | nightly | ≈9 | :heavy_check_mark: | _Unstable_ nightly build | | ||||
| | nightly-slim | ≈2 | ❌ | _Unstable_ nightly build | | | nightly-slim | ≈2 | ❌ | _Unstable_ nightly build | | ||||
| <img alt="Static Badge" src="https://img.shields.io/badge/Online-Demo-4e6b99"> | <img alt="Static Badge" src="https://img.shields.io/badge/Online-Demo-4e6b99"> | ||||
| </a> | </a> | ||||
| <a href="https://hub.docker.com/r/infiniflow/ragflow" target="_blank"> | <a href="https://hub.docker.com/r/infiniflow/ragflow" target="_blank"> | ||||
| <img src="https://img.shields.io/badge/docker_pull-ragflow:v0.18.0-brightgreen" alt="docker pull infiniflow/ragflow:v0.18.0"> | |||||
| <img src="https://img.shields.io/badge/docker_pull-ragflow:v0.19.0-brightgreen" alt="docker pull infiniflow/ragflow:v0.19.0"> | |||||
| </a> | </a> | ||||
| <a href="https://github.com/infiniflow/ragflow/releases/latest"> | <a href="https://github.com/infiniflow/ragflow/releases/latest"> | ||||
| <img src="https://img.shields.io/github/v/release/infiniflow/ragflow?color=blue&label=Latest%20Release" alt="Latest Release"> | <img src="https://img.shields.io/github/v/release/infiniflow/ragflow?color=blue&label=Latest%20Release" alt="Latest Release"> | ||||
| > 请注意,目前官方提供的所有 Docker 镜像均基于 x86 架构构建,并不提供基于 ARM64 的 Docker 镜像。 | > 请注意,目前官方提供的所有 Docker 镜像均基于 x86 架构构建,并不提供基于 ARM64 的 Docker 镜像。 | ||||
| > 如果你的操作系统是 ARM64 架构,请参考[这篇文档](https://ragflow.io/docs/dev/build_docker_image)自行构建 Docker 镜像。 | > 如果你的操作系统是 ARM64 架构,请参考[这篇文档](https://ragflow.io/docs/dev/build_docker_image)自行构建 Docker 镜像。 | ||||
| > 运行以下命令会自动下载 RAGFlow slim Docker 镜像 `v0.18.0-slim`。请参考下表查看不同 Docker 发行版的描述。如需下载不同于 `v0.18.0-slim` 的 Docker 镜像,请在运行 `docker compose` 启动服务之前先更新 **docker/.env** 文件内的 `RAGFLOW_IMAGE` 变量。比如,你可以通过设置 `RAGFLOW_IMAGE=infiniflow/ragflow:v0.18.0` 来下载 RAGFlow 镜像的 `v0.18.0` 完整发行版。 | |||||
| > 运行以下命令会自动下载 RAGFlow slim Docker 镜像 `v0.19.0-slim`。请参考下表查看不同 Docker 发行版的描述。如需下载不同于 `v0.19.0-slim` 的 Docker 镜像,请在运行 `docker compose` 启动服务之前先更新 **docker/.env** 文件内的 `RAGFLOW_IMAGE` 变量。比如,你可以通过设置 `RAGFLOW_IMAGE=infiniflow/ragflow:v0.19.0` 来下载 RAGFlow 镜像的 `v0.19.0` 完整发行版。 | |||||
| ```bash | ```bash | ||||
| $ cd ragflow/docker | $ cd ragflow/docker | ||||
| | RAGFlow image tag | Image size (GB) | Has embedding models? | Stable? | | | RAGFlow image tag | Image size (GB) | Has embedding models? | Stable? | | ||||
| | ----------------- | --------------- | --------------------- | ------------------------ | | | ----------------- | --------------- | --------------------- | ------------------------ | | ||||
| | v0.18.0 | ≈9 | :heavy_check_mark: | Stable release | | |||||
| | v0.18.0-slim | ≈2 | ❌ | Stable release | | |||||
| | v0.19.0 | ≈9 | :heavy_check_mark: | Stable release | | |||||
| | v0.19.0-slim | ≈2 | ❌ | Stable release | | |||||
| | nightly | ≈9 | :heavy_check_mark: | _Unstable_ nightly build | | | nightly | ≈9 | :heavy_check_mark: | _Unstable_ nightly build | | ||||
| | nightly-slim | ≈2 | ❌ | _Unstable_ nightly build | | | nightly-slim | ≈2 | ❌ | _Unstable_ nightly build | | ||||
| SVR_HTTP_PORT=9380 | SVR_HTTP_PORT=9380 | ||||
| # The RAGFlow Docker image to download. | # The RAGFlow Docker image to download. | ||||
| # Defaults to the v0.18.0-slim edition, which is the RAGFlow Docker image without embedding models. | |||||
| RAGFLOW_IMAGE=infiniflow/ragflow:v0.18.0-slim | |||||
| # Defaults to the v0.19.0-slim edition, which is the RAGFlow Docker image without embedding models. | |||||
| RAGFLOW_IMAGE=infiniflow/ragflow:v0.19.0-slim | |||||
| # | # | ||||
| # To download the RAGFlow Docker image with embedding models, uncomment the following line instead: | # To download the RAGFlow Docker image with embedding models, uncomment the following line instead: | ||||
| # RAGFLOW_IMAGE=infiniflow/ragflow:v0.18.0 | |||||
| # RAGFLOW_IMAGE=infiniflow/ragflow:v0.19.0 | |||||
| # | # | ||||
| # The Docker image of the v0.18.0 edition includes built-in embedding models: | |||||
| # The Docker image of the v0.19.0 edition includes built-in embedding models: | |||||
| # - BAAI/bge-large-zh-v1.5 | # - BAAI/bge-large-zh-v1.5 | ||||
| # - maidalun1020/bce-embedding-base_v1 | # - maidalun1020/bce-embedding-base_v1 | ||||
| # | # |
| - `RAGFLOW-IMAGE` | - `RAGFLOW-IMAGE` | ||||
| The Docker image edition. Available editions: | The Docker image edition. Available editions: | ||||
| - `infiniflow/ragflow:v0.18.0-slim` (default): The RAGFlow Docker image without embedding models. | |||||
| - `infiniflow/ragflow:v0.18.0`: The RAGFlow Docker image with embedding models including: | |||||
| - `infiniflow/ragflow:v0.19.0-slim` (default): The RAGFlow Docker image without embedding models. | |||||
| - `infiniflow/ragflow:v0.19.0`: The RAGFlow Docker image with embedding models including: | |||||
| - Built-in embedding models: | - Built-in embedding models: | ||||
| - `BAAI/bge-large-zh-v1.5` | - `BAAI/bge-large-zh-v1.5` | ||||
| - `maidalun1020/bce-embedding-base_v1` | - `maidalun1020/bce-embedding-base_v1` |
| - `RAGFLOW-IMAGE` | - `RAGFLOW-IMAGE` | ||||
| The Docker image edition. Available editions: | The Docker image edition. Available editions: | ||||
| - `infiniflow/ragflow:v0.18.0-slim` (default): The RAGFlow Docker image without embedding models. | |||||
| - `infiniflow/ragflow:v0.18.0`: The RAGFlow Docker image with embedding models including: | |||||
| - `infiniflow/ragflow:v0.19.0-slim` (default): The RAGFlow Docker image without embedding models. | |||||
| - `infiniflow/ragflow:v0.19.0`: The RAGFlow Docker image with embedding models including: | |||||
| - Built-in embedding models: | - Built-in embedding models: | ||||
| - `BAAI/bge-large-zh-v1.5` | - `BAAI/bge-large-zh-v1.5` | ||||
| - `maidalun1020/bce-embedding-base_v1` | - `maidalun1020/bce-embedding-base_v1` |
| 1. Edit Docker Compose Configuration | 1. Edit Docker Compose Configuration | ||||
| Open the `docker/.env` file. Find the `RAGFLOW_IMAGE` setting and change the image reference from `infiniflow/ragflow:v0.18.0-slim` to `infiniflow/ragflow:nightly-slim` to use the pre-built image. | |||||
| Open the `docker/.env` file. Find the `RAGFLOW_IMAGE` setting and change the image reference from `infiniflow/ragflow:v0.19.0-slim` to `infiniflow/ragflow:nightly-slim` to use the pre-built image. | |||||
| 2. Launch the Service | 2. Launch the Service |
| Each RAGFlow release is available in two editions: | Each RAGFlow release is available in two editions: | ||||
| - **Slim edition**: excludes built-in embedding models and is identified by a **-slim** suffix added to the version name. Example: `infiniflow/ragflow:v0.18.0-slim` | |||||
| - **Full edition**: includes built-in embedding models and has no suffix added to the version name. Example: `infiniflow/ragflow:v0.18.0` | |||||
| - **Slim edition**: excludes built-in embedding models and is identified by a **-slim** suffix added to the version name. Example: `infiniflow/ragflow:v0.19.0-slim` | |||||
| - **Full edition**: includes built-in embedding models and has no suffix added to the version name. Example: `infiniflow/ragflow:v0.19.0` | |||||
| --- | --- | ||||
| ### Which embedding models can be deployed locally? | ### Which embedding models can be deployed locally? | ||||
| RAGFlow offers two Docker image editions, `v0.18.0-slim` and `v0.18.0`: | |||||
| RAGFlow offers two Docker image editions, `v0.19.0-slim` and `v0.19.0`: | |||||
| - `infiniflow/ragflow:v0.18.0-slim` (default): The RAGFlow Docker image without embedding models. | |||||
| - `infiniflow/ragflow:v0.18.0`: The RAGFlow Docker image with embedding models including: | |||||
| - `infiniflow/ragflow:v0.19.0-slim` (default): The RAGFlow Docker image without embedding models. | |||||
| - `infiniflow/ragflow:v0.19.0`: The RAGFlow Docker image with embedding models including: | |||||
| - Built-in embedding models: | - Built-in embedding models: | ||||
| - `BAAI/bge-large-zh-v1.5` | - `BAAI/bge-large-zh-v1.5` | ||||
| - `maidalun1020/bce-embedding-base_v1` | - `maidalun1020/bce-embedding-base_v1` |
| - If no target language is selected, the system will search only in the language of your query, which may cause relevant information in other languages to be missed. | - If no target language is selected, the system will search only in the language of your query, which may cause relevant information in other languages to be missed. | ||||
| - **Variable** refers to the variables (keys) to be used in the system prompt. `{knowledge}` is a reserved variable. Click **Add** to add more variables for the system prompt. | - **Variable** refers to the variables (keys) to be used in the system prompt. `{knowledge}` is a reserved variable. Click **Add** to add more variables for the system prompt. | ||||
| - If you are uncertain about the logic behind **Variable**, leave it *as-is*. | - If you are uncertain about the logic behind **Variable**, leave it *as-is*. | ||||
| - As of v0.18.0, if you add custom variables here, the only way you can pass in their values is to call: | |||||
| - As of v0.19.0, if you add custom variables here, the only way you can pass in their values is to call: | |||||
| - HTTP method [Converse with chat assistant](../../references/http_api_reference.md#converse-with-chat-assistant), or | - HTTP method [Converse with chat assistant](../../references/http_api_reference.md#converse-with-chat-assistant), or | ||||
| - Python method [Converse with chat assistant](../../references/python_api_reference.md#converse-with-chat-assistant). | - Python method [Converse with chat assistant](../../references/python_api_reference.md#converse-with-chat-assistant). | ||||
| ## Search for knowledge base | ## Search for knowledge base | ||||
| As of RAGFlow v0.18.0, the search feature is still in a rudimentary form, supporting only knowledge base search by name. | |||||
| As of RAGFlow v0.19.0, the search feature is still in a rudimentary form, supporting only knowledge base search by name. | |||||
|  |  | ||||
|  |  | ||||
| > As of RAGFlow v0.18.0, bulk download is not supported, nor can you download an entire folder. | |||||
| > As of RAGFlow v0.19.0, bulk download is not supported, nor can you download an entire folder. |
| Langfuse stores traces, spans and prompt payloads in a purpose-built observability backend and offers filtering and visualisations on top. | Langfuse stores traces, spans and prompt payloads in a purpose-built observability backend and offers filtering and visualisations on top. | ||||
| :::info NOTE | :::info NOTE | ||||
| • RAGFlow **≥ 0.18.0** (contains the Langfuse connector) | |||||
| • RAGFlow **≥ 0.19.0** (contains the Langfuse connector) | |||||
| • A Langfuse workspace (cloud or self-hosted) with a _Project Public Key_ and _Secret Key_ | • A Langfuse workspace (cloud or self-hosted) with a _Project Public Key_ and _Secret Key_ | ||||
| ::: | ::: | ||||
| git clone https://github.com/infiniflow/ragflow.git | git clone https://github.com/infiniflow/ragflow.git | ||||
| ``` | ``` | ||||
| 2. Switch to the latest, officially published release, e.g., `v0.18.0`: | |||||
| 2. Switch to the latest, officially published release, e.g., `v0.19.0`: | |||||
| ```bash | ```bash | ||||
| git checkout -f v0.18.0 | |||||
| git checkout -f v0.19.0 | |||||
| ``` | ``` | ||||
| 3. Update **ragflow/docker/.env** as follows: | 3. Update **ragflow/docker/.env** as follows: | ||||
| ```bash | ```bash | ||||
| RAGFLOW_IMAGE=infiniflow/ragflow:v0.18.0 | |||||
| RAGFLOW_IMAGE=infiniflow/ragflow:v0.19.0 | |||||
| ``` | ``` | ||||
| 4. Update the RAGFlow image and restart RAGFlow: | 4. Update the RAGFlow image and restart RAGFlow: | ||||
| 1. From an environment with Internet access, pull the required Docker image. | 1. From an environment with Internet access, pull the required Docker image. | ||||
| 2. Save the Docker image to a **.tar** file. | 2. Save the Docker image to a **.tar** file. | ||||
| ```bash | ```bash | ||||
| docker save -o ragflow.v0.18.0.tar infiniflow/ragflow:v0.18.0 | |||||
| docker save -o ragflow.v0.19.0.tar infiniflow/ragflow:v0.19.0 | |||||
| ``` | ``` | ||||
| 3. Copy the **.tar** file to the target server. | 3. Copy the **.tar** file to the target server. | ||||
| 4. Load the **.tar** file into Docker: | 4. Load the **.tar** file into Docker: | ||||
| ```bash | ```bash | ||||
| docker load -i ragflow.v0.18.0.tar | |||||
| docker load -i ragflow.v0.19.0.tar | |||||
| ``` | ``` |
| `vm.max_map_count`. This value sets the maximum number of memory map areas a process may have. Its default value is 65530. While most applications require fewer than a thousand maps, reducing this value can result in abnormal behaviors, and the system will throw out-of-memory errors when a process reaches the limitation. | `vm.max_map_count`. This value sets the maximum number of memory map areas a process may have. Its default value is 65530. While most applications require fewer than a thousand maps, reducing this value can result in abnormal behaviors, and the system will throw out-of-memory errors when a process reaches the limitation. | ||||
| RAGFlow v0.18.0 uses Elasticsearch or [Infinity](https://github.com/infiniflow/infinity) for multiple recall. Setting the value of `vm.max_map_count` correctly is crucial to the proper functioning of the Elasticsearch component. | |||||
| RAGFlow v0.19.0 uses Elasticsearch or [Infinity](https://github.com/infiniflow/infinity) for multiple recall. Setting the value of `vm.max_map_count` correctly is crucial to the proper functioning of the Elasticsearch component. | |||||
| <Tabs | <Tabs | ||||
| defaultValue="linux" | defaultValue="linux" | ||||
| ```bash | ```bash | ||||
| $ git clone https://github.com/infiniflow/ragflow.git | $ git clone https://github.com/infiniflow/ragflow.git | ||||
| $ cd ragflow/docker | $ cd ragflow/docker | ||||
| $ git checkout -f v0.18.0 | |||||
| $ git checkout -f v0.19.0 | |||||
| ``` | ``` | ||||
| 3. Use the pre-built Docker images and start up the server: | 3. Use the pre-built Docker images and start up the server: | ||||
| :::tip NOTE | :::tip NOTE | ||||
| The command below downloads the `v0.18.0-slim` edition of the RAGFlow Docker image. Refer to the following table for descriptions of different RAGFlow editions. To download a RAGFlow edition different from `v0.18.0-slim`, update the `RAGFLOW_IMAGE` variable accordingly in **docker/.env** before using `docker compose` to start the server. For example: set `RAGFLOW_IMAGE=infiniflow/ragflow:v0.18.0` for the full edition `v0.18.0`. | |||||
| The command below downloads the `v0.19.0-slim` edition of the RAGFlow Docker image. Refer to the following table for descriptions of different RAGFlow editions. To download a RAGFlow edition different from `v0.19.0-slim`, update the `RAGFLOW_IMAGE` variable accordingly in **docker/.env** before using `docker compose` to start the server. For example: set `RAGFLOW_IMAGE=infiniflow/ragflow:v0.19.0` for the full edition `v0.19.0`. | |||||
| ::: | ::: | ||||
| ```bash | ```bash | ||||
| | RAGFlow image tag | Image size (GB) | Has embedding models and Python packages?:collision: | Stable? | | | RAGFlow image tag | Image size (GB) | Has embedding models and Python packages?:collision: | Stable? | | ||||
| | ------------------- | --------------- | ----------------------------------------- | ------------------------ | | | ------------------- | --------------- | ----------------------------------------- | ------------------------ | | ||||
| | `v0.18.0` | ≈9 | :heavy_check_mark: | Stable release | | |||||
| | `v0.18.0-slim` | ≈2 | ❌ | Stable release | | |||||
| | `v0.19.0` | ≈9 | :heavy_check_mark: | Stable release | | |||||
| | `v0.19.0-slim` | ≈2 | ❌ | Stable release | | |||||
| | `nightly` | ≈9 | :heavy_check_mark: | *Unstable* nightly build | | | `nightly` | ≈9 | :heavy_check_mark: | *Unstable* nightly build | | ||||
| | `nightly-slim` | ≈2 | ❌ | *Unstable* nightly build | | | `nightly-slim` | ≈2 | ❌ | *Unstable* nightly build | | ||||
| ``` | ``` | ||||
| :::danger IMPORTANT | :::danger IMPORTANT | ||||
| :collision: The embedding models included in `v0.18.0` and `nightly` are: | |||||
| :collision: The embedding models included in `v0.19.0` and `nightly` are: | |||||
| - BAAI/bge-large-zh-v1.5 | - BAAI/bge-large-zh-v1.5 | ||||
| - maidalun1020/bce-embedding-base_v1 | - maidalun1020/bce-embedding-base_v1 |
| :::info | :::info | ||||
| Each RAGFlow release is available in two editions: | Each RAGFlow release is available in two editions: | ||||
| - **Slim edition**: excludes built-in embedding models and is identified by a **-slim** suffix added to the version name. Example: `infiniflow/ragflow:v0.18.0-slim` | |||||
| - **Full edition**: includes built-in embedding models and has no suffix added to the version name. Example: `infiniflow/ragflow:v0.18.0` | |||||
| - **Slim edition**: excludes built-in embedding models and is identified by a **-slim** suffix added to the version name. Example: `infiniflow/ragflow:v0.19.0-slim` | |||||
| - **Full edition**: includes built-in embedding models and has no suffix added to the version name. Example: `infiniflow/ragflow:v0.19.0` | |||||
| ::: | ::: | ||||
| :::danger IMPORTANT | :::danger IMPORTANT |
| REDIS_PASSWORD: infini_rag_flow_helm | REDIS_PASSWORD: infini_rag_flow_helm | ||||
| # The RAGFlow Docker image to download. | # The RAGFlow Docker image to download. | ||||
| # Defaults to the v0.18.0-slim edition, which is the RAGFlow Docker image without embedding models. | |||||
| RAGFLOW_IMAGE: infiniflow/ragflow:v0.18.0-slim | |||||
| # Defaults to the v0.19.0-slim edition, which is the RAGFlow Docker image without embedding models. | |||||
| RAGFLOW_IMAGE: infiniflow/ragflow:v0.19.0-slim | |||||
| # | # | ||||
| # To download the RAGFlow Docker image with embedding models, uncomment the following line instead: | # To download the RAGFlow Docker image with embedding models, uncomment the following line instead: | ||||
| # RAGFLOW_IMAGE: infiniflow/ragflow:v0.18.0 | |||||
| # RAGFLOW_IMAGE: infiniflow/ragflow:v0.19.0 | |||||
| # | # | ||||
| # The Docker image of the v0.18.0 edition includes: | |||||
| # The Docker image of the v0.19.0 edition includes: | |||||
| # - Built-in embedding models: | # - Built-in embedding models: | ||||
| # - BAAI/bge-large-zh-v1.5 | # - BAAI/bge-large-zh-v1.5 | ||||
| # - BAAI/bge-reranker-v2-m3 | # - BAAI/bge-reranker-v2-m3 |
| [project] | [project] | ||||
| name = "ragflow" | name = "ragflow" | ||||
| version = "0.18.0" | |||||
| version = "0.19.0" | |||||
| description = "[RAGFlow](https://ragflow.io/) is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding. It offers a streamlined RAG workflow for businesses of any scale, combining LLM (Large Language Models) to provide truthful question-answering capabilities, backed by well-founded citations from various complex formatted data." | description = "[RAGFlow](https://ragflow.io/) is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding. It offers a streamlined RAG workflow for businesses of any scale, combining LLM (Large Language Models) to provide truthful question-answering capabilities, backed by well-founded citations from various complex formatted data." | ||||
| authors = [{ name = "Zhichang Yu", email = "yuzhichang@gmail.com" }] | authors = [{ name = "Zhichang Yu", email = "yuzhichang@gmail.com" }] | ||||
| license-files = ["LICENSE"] | license-files = ["LICENSE"] |
| [project] | [project] | ||||
| name = "ragflow-sdk" | name = "ragflow-sdk" | ||||
| version = "0.18.0" | |||||
| version = "0.19.0" | |||||
| description = "Python client sdk of [RAGFlow](https://github.com/infiniflow/ragflow). RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding." | description = "Python client sdk of [RAGFlow](https://github.com/infiniflow/ragflow). RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding." | ||||
| authors = [{ name = "Zhichang Yu", email = "yuzhichang@gmail.com" }] | authors = [{ name = "Zhichang Yu", email = "yuzhichang@gmail.com" }] | ||||
| license = { text = "Apache License, Version 2.0" } | license = { text = "Apache License, Version 2.0" } |
| [[package]] | [[package]] | ||||
| name = "ragflow-sdk" | name = "ragflow-sdk" | ||||
| version = "0.18.0" | |||||
| version = "0.19.0" | |||||
| source = { virtual = "." } | source = { virtual = "." } | ||||
| dependencies = [ | dependencies = [ | ||||
| { name = "beartype" }, | { name = "beartype" }, |
| [[package]] | [[package]] | ||||
| name = "ragflow" | name = "ragflow" | ||||
| version = "0.18.0" | |||||
| version = "0.19.0" | |||||
| source = { virtual = "." } | source = { virtual = "." } | ||||
| dependencies = [ | dependencies = [ | ||||
| { name = "akshare" }, | { name = "akshare" }, |