mirror of
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185 lines
11 KiB
Markdown
185 lines
11 KiB
Markdown
<h1 align="center">
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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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> :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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**LocalAI** is a drop-in replacement REST API that's compatible with OpenAI API specifications for local inferencing. It allows you to run LLMs (and not only) locally or on-prem with consumer grade hardware, supporting multiple model families that are compatible with the ggml format, pytorch and more. Does not require GPU.
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<p align="center"><b>Follow LocalAI </b></p>
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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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<p align="center"><b>Connect with the Creator </b></p>
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<p align="center">
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<a href="https://twitter.com/mudler_it" target="blank">
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<img src="https://img.shields.io/twitter/follow/mudler_it?label=Follow: mudler_it&style=social" alt="Follow mudler_it"/>
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</a>
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<a href='https://github.com/mudler'>
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<img alt="Follow on Github" src="https://img.shields.io/badge/Follow-mudler-black?logo=github&link=https%3A%2F%2Fgithub.com%2Fmudler">
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</a>
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</p>
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<p align="center"><b>Share LocalAI Repository</b></p>
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<p align="center">
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<a href="https://twitter.com/intent/tweet?text=Check%20this%20GitHub%20repository%20out.%20LocalAI%20-%20Let%27s%20you%20easily%20run%20LLM%20locally.&url=https://github.com/go-skynet/LocalAI&hashtags=LocalAI,AI" target="blank">
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<img src="https://img.shields.io/twitter/follow/_LocalAI?label=Share Repo on Twitter&style=social" alt="Follow _LocalAI"/></a>
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<a href="https://t.me/share/url?text=Check%20this%20GitHub%20repository%20out.%20LocalAI%20-%20Let%27s%20you%20easily%20run%20LLM%20locally.&url=https://github.com/go-skynet/LocalAI" target="_blank"><img src="https://img.shields.io/twitter/url?label=Telegram&logo=Telegram&style=social&url=https://github.com/go-skynet/LocalAI" alt="Share on Telegram"/></a>
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<a href="https://api.whatsapp.com/send?text=Check%20this%20GitHub%20repository%20out.%20LocalAI%20-%20Let%27s%20you%20easily%20run%20LLM%20locally.%20https://github.com/go-skynet/LocalAI"><img src="https://img.shields.io/twitter/url?label=whatsapp&logo=whatsapp&style=social&url=https://github.com/go-skynet/LocalAI" /></a> <a href="https://www.reddit.com/submit?url=https://github.com/go-skynet/LocalAI&title=Check%20this%20GitHub%20repository%20out.%20LocalAI%20-%20Let%27s%20you%20easily%20run%20LLM%20locally.
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" target="blank">
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<img src="https://img.shields.io/twitter/url?label=Reddit&logo=Reddit&style=social&url=https://github.com/go-skynet/LocalAI" alt="Share on Reddit"/>
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</a> <a href="mailto:?subject=Check%20this%20GitHub%20repository%20out.%20LocalAI%20-%20Let%27s%20you%20easily%20run%20LLM%20locally.%3A%0Ahttps://github.com/go-skynet/LocalAI" target="_blank"><img src="https://img.shields.io/twitter/url?label=Gmail&logo=Gmail&style=social&url=https://github.com/go-skynet/LocalAI"/></a> <a href="https://www.buymeacoffee.com/mudler" target="_blank"><img src="https://cdn.buymeacoffee.com/buttons/default-orange.png" alt="Buy Me A Coffee" height="23" width="100" style="border-radius:1px"></a>
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</p>
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<hr>
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In a nutshell:
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- Local, OpenAI drop-in alternative REST API. You own your data.
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- NO GPU required. NO Internet access is required either
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- Optional, GPU Acceleration is available in `llama.cpp`-compatible LLMs. See also the [build section](https://localai.io/basics/build/index.html).
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- Supports multiple models
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- 🏃 Once loaded the first time, it keep models loaded in memory for faster inference
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- ⚡ Doesn't shell-out, but uses C++ bindings for a faster inference and better performance.
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LocalAI was created by [Ettore Di Giacinto](https://github.com/mudler/) and is a community-driven project, focused on making the AI accessible to anyone. Any contribution, feedback and PR is welcome!
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Note that this started just as a [fun weekend project](https://localai.io/#backstory) in order to try to create the necessary pieces for a full AI assistant like `ChatGPT`: the community is growing fast and we are working hard to make it better and more stable. If you want to help, please consider contributing (see below)!
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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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Hot topics:
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- https://github.com/mudler/LocalAI/issues/1126
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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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## :book: 🎥 [Media, Blogs, Social](https://localai.io/basics/news/#media-blogs-social)
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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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## 💻 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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### 💡 Example: Use Luna-AI Llama model
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See the [documentation](https://localai.io/basics/getting_started)
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### 🔗 Resources
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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/integrations/)
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- [How tos section](https://localai.io/howtos/) (curated by our community)
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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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| [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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- https://github.com/cmp-nct/ggllm.cpp
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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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