mirror of
https://github.com/mudler/LocalAI.git
synced 2024-12-19 04:37:53 +00:00
193 lines
10 KiB
Markdown
193 lines
10 KiB
Markdown
<h1 align="center">
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<br>
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<img height="300" src="https://github.com/go-skynet/LocalAI/assets/2420543/0966aa2a-166e-4f99-a3e5-6c915fc997dd"> <br>
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LocalAI
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<br>
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</h1>
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<p align="center">
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<a href="https://github.com/go-skynet/LocalAI/fork" target="blank">
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<img src="https://img.shields.io/github/forks/go-skynet/LocalAI?style=for-the-badge" alt="LocalAI forks"/>
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</a>
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<a href="https://github.com/go-skynet/LocalAI/stargazers" target="blank">
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<img src="https://img.shields.io/github/stars/go-skynet/LocalAI?style=for-the-badge" alt="LocalAI stars"/>
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</a>
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<a href="https://github.com/go-skynet/LocalAI/pulls" target="blank">
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<img src="https://img.shields.io/github/issues-pr/go-skynet/LocalAI?style=for-the-badge" alt="LocalAI pull-requests"/>
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</a>
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<a href='https://github.com/go-skynet/LocalAI/releases'>
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<img src='https://img.shields.io/github/release/go-skynet/LocalAI?&label=Latest&style=for-the-badge'>
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</a>
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</p>
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[<img src="https://img.shields.io/badge/dockerhub-images-important.svg?logo=Docker">](https://hub.docker.com/r/localai/localai)
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[<img src="https://img.shields.io/badge/quay.io-images-important.svg?">](https://quay.io/repository/go-skynet/local-ai?tab=tags&tag=latest)
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> :bulb: Get help - [❓FAQ](https://localai.io/faq/) [💭Discussions](https://github.com/go-skynet/LocalAI/discussions) [:speech_balloon: Discord](https://discord.gg/uJAeKSAGDy) [:book: Documentation website](https://localai.io/)
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>
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> [💻 Quickstart](https://localai.io/basics/getting_started/) [📣 News](https://localai.io/basics/news/) [ 🛫 Examples ](https://github.com/go-skynet/LocalAI/tree/master/examples/) [ 🖼️ Models ](https://localai.io/models/) [ 🚀 Roadmap ](https://github.com/mudler/LocalAI/issues?q=is%3Aissue+is%3Aopen+label%3Aroadmap)
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[](https://github.com/go-skynet/LocalAI/actions/workflows/test.yml)[](https://github.com/go-skynet/LocalAI/actions/workflows/release.yaml)[](https://github.com/go-skynet/LocalAI/actions/workflows/image.yml)[](https://github.com/go-skynet/LocalAI/actions/workflows/bump_deps.yaml)[](https://artifacthub.io/packages/search?repo=localai)
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<p align="center">
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<a href="https://twitter.com/LocalAI_API" target="blank">
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<img src="https://img.shields.io/twitter/follow/LocalAI_API?label=Follow: LocalAI_API&style=social" alt="Follow LocalAI_API"/>
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</a>
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<a href="https://discord.gg/uJAeKSAGDy" target="blank">
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<img src="https://dcbadge.vercel.app/api/server/uJAeKSAGDy?style=flat-square&theme=default-inverted" alt="Join LocalAI Discord Community"/>
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</a>
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**LocalAI** is the free, Open Source OpenAI alternative. LocalAI act as a drop-in replacement REST API that’s compatible with OpenAI API specifications for local inferencing. It allows you to run LLMs, generate images, audio (and not only) locally or on-prem with consumer grade hardware, supporting multiple model families. Does not require GPU.
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## 🔥🔥 Hot topics / Roadmap
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[Roadmap](https://github.com/mudler/LocalAI/issues?q=is%3Aissue+is%3Aopen+label%3Aroadmap)
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- Vector store: https://github.com/mudler/LocalAI/pull/1795
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- All-in-one container image: https://github.com/mudler/LocalAI/issues/1855
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- Parallel function calling: https://github.com/mudler/LocalAI/pull/1726
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- Upload file API: https://github.com/mudler/LocalAI/pull/1703
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- Tools API support: https://github.com/mudler/LocalAI/pull/1715
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- LLaVa 1.6: https://github.com/mudler/LocalAI/pull/1714
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- ROCm container images: https://github.com/mudler/LocalAI/pull/1595
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- Intel GPU support (sycl, transformers, diffusers): https://github.com/mudler/LocalAI/issues/1653
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- Mamba support: https://github.com/mudler/LocalAI/pull/1589
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- Start and share models with config file: https://github.com/mudler/LocalAI/pull/1522
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- 🐸 Coqui: https://github.com/mudler/LocalAI/pull/1489
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- Img2vid https://github.com/mudler/LocalAI/pull/1442
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Hot topics (looking for contributors):
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- Backends v2: https://github.com/mudler/LocalAI/issues/1126
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- Improving UX v2: https://github.com/mudler/LocalAI/issues/1373
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- Assistant API: https://github.com/mudler/LocalAI/issues/1273
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- Moderation endpoint: https://github.com/mudler/LocalAI/issues/999
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- Vulkan: https://github.com/mudler/LocalAI/issues/1647
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If you want to help and contribute, issues up for grabs: https://github.com/mudler/LocalAI/issues?q=is%3Aissue+is%3Aopen+label%3A%22up+for+grabs%22
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## 💻 [Getting started](https://localai.io/basics/getting_started/index.html)
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For a detailed step-by-step introduction, refer to the [Getting Started](https://localai.io/basics/getting_started/index.html) guide. For those in a hurry, here's a straightforward one-liner to launch a LocalAI instance with [phi-2](https://huggingface.co/microsoft/phi-2) using `docker`:
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```
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docker run -ti -p 8080:8080 localai/localai:v2.9.0-ffmpeg-core phi-2
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```
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## 🚀 [Features](https://localai.io/features/)
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- 📖 [Text generation with GPTs](https://localai.io/features/text-generation/) (`llama.cpp`, `gpt4all.cpp`, ... [:book: and more](https://localai.io/model-compatibility/index.html#model-compatibility-table))
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- 🗣 [Text to Audio](https://localai.io/features/text-to-audio/)
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- 🔈 [Audio to Text](https://localai.io/features/audio-to-text/) (Audio transcription with `whisper.cpp`)
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- 🎨 [Image generation with stable diffusion](https://localai.io/features/image-generation)
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- 🔥 [OpenAI functions](https://localai.io/features/openai-functions/) 🆕
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- 🧠 [Embeddings generation for vector databases](https://localai.io/features/embeddings/)
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- ✍️ [Constrained grammars](https://localai.io/features/constrained_grammars/)
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- 🖼️ [Download Models directly from Huggingface ](https://localai.io/models/)
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- 🆕 [Vision API](https://localai.io/features/gpt-vision/)
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## 💻 Usage
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Check out the [Getting started](https://localai.io/basics/getting_started/index.html) section in our documentation.
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### 🔗 Community and integrations
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Build and deploy custom containers:
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- https://github.com/sozercan/aikit
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WebUIs:
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- https://github.com/Jirubizu/localai-admin
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- https://github.com/go-skynet/LocalAI-frontend
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Model galleries
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- https://github.com/go-skynet/model-gallery
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Other:
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- Helm chart https://github.com/go-skynet/helm-charts
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- VSCode extension https://github.com/badgooooor/localai-vscode-plugin
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- Local Smart assistant https://github.com/mudler/LocalAGI
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- Home Assistant https://github.com/sammcj/homeassistant-localai / https://github.com/drndos/hass-openai-custom-conversation
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- Discord bot https://github.com/mudler/LocalAGI/tree/main/examples/discord
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- Slack bot https://github.com/mudler/LocalAGI/tree/main/examples/slack
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- Telegram bot https://github.com/mudler/LocalAI/tree/master/examples/telegram-bot
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- Examples: https://github.com/mudler/LocalAI/tree/master/examples/
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### 🔗 Resources
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- 🆕 New! [LLM finetuning guide](https://localai.io/docs/advanced/fine-tuning/)
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- [How to build locally](https://localai.io/basics/build/index.html)
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- [How to install in Kubernetes](https://localai.io/basics/getting_started/index.html#run-localai-in-kubernetes)
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- [Projects integrating LocalAI](https://localai.io/docs/integrations/)
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- [How tos section](https://io.midori-ai.xyz/howtos/) (curated by our community)
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## :book: 🎥 [Media, Blogs, Social](https://localai.io/basics/news/#media-blogs-social)
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- [Run LocalAI on AWS EKS with Pulumi](https://www.pulumi.com/ai/answers/tiZMDoZzZV6TLxgDXNBnFE/deploying-helm-charts-on-aws-eks)
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- [Run LocalAI on AWS](https://staleks.hashnode.dev/installing-localai-on-aws-ec2-instance)
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- [Create a slackbot for teams and OSS projects that answer to documentation](https://mudler.pm/posts/smart-slackbot-for-teams/)
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- [LocalAI meets k8sgpt](https://www.youtube.com/watch?v=PKrDNuJ_dfE)
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- [Question Answering on Documents locally with LangChain, LocalAI, Chroma, and GPT4All](https://mudler.pm/posts/localai-question-answering/)
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- [Tutorial to use k8sgpt with LocalAI](https://medium.com/@tyler_97636/k8sgpt-localai-unlock-kubernetes-superpowers-for-free-584790de9b65)
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## Citation
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If you utilize this repository, data in a downstream project, please consider citing it with:
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```
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@misc{localai,
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author = {Ettore Di Giacinto},
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title = {LocalAI: The free, Open source OpenAI alternative},
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year = {2023},
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publisher = {GitHub},
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journal = {GitHub repository},
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howpublished = {\url{https://github.com/go-skynet/LocalAI}},
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```
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## ❤️ Sponsors
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> Do you find LocalAI useful?
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Support the project by becoming [a backer or sponsor](https://github.com/sponsors/mudler). Your logo will show up here with a link to your website.
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A huge thank you to our generous sponsors who support this project:
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|  |
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|:-----------------------------------------------:|
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| [Spectro Cloud](https://www.spectrocloud.com/) |
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| Spectro Cloud kindly supports LocalAI by providing GPU and computing resources to run tests on lamdalabs! |
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And a huge shout-out to individuals sponsoring the project by donating hardware or backing the project.
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- [Sponsor list](https://github.com/sponsors/mudler)
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- JDAM00 (donating HW for the CI)
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## 🌟 Star history
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[](https://star-history.com/#go-skynet/LocalAI&Date)
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## 📖 License
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LocalAI is a community-driven project created by [Ettore Di Giacinto](https://github.com/mudler/).
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MIT - Author Ettore Di Giacinto
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## 🙇 Acknowledgements
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LocalAI couldn't have been built without the help of great software already available from the community. Thank you!
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- [llama.cpp](https://github.com/ggerganov/llama.cpp)
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- https://github.com/tatsu-lab/stanford_alpaca
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- https://github.com/cornelk/llama-go for the initial ideas
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- https://github.com/antimatter15/alpaca.cpp
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- https://github.com/EdVince/Stable-Diffusion-NCNN
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- https://github.com/ggerganov/whisper.cpp
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- https://github.com/saharNooby/rwkv.cpp
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- https://github.com/rhasspy/piper
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## 🤗 Contributors
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This is a community project, a special thanks to our contributors! 🤗
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<a href="https://github.com/go-skynet/LocalAI/graphs/contributors">
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<img src="https://contrib.rocks/image?repo=go-skynet/LocalAI" />
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</a>
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