LocalAI

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> :bulb: Get help - [❓FAQ](https://localai.io/faq/) [πŸ’­Discussions](https://github.com/go-skynet/LocalAI/discussions) [:speech_balloon: Discord](https://discord.gg/uJAeKSAGDy) [:book: Documentation website](https://localai.io/) > > [πŸ’» Quickstart](https://localai.io/basics/getting_started/) [πŸ“£ News](https://localai.io/basics/news/) [ πŸ›« Examples ](https://github.com/go-skynet/LocalAI/tree/master/examples/) [ πŸ–ΌοΈ Models ](https://localai.io/models/) [ πŸš€ Roadmap ](https://github.com/mudler/LocalAI/issues?q=is%3Aissue+is%3Aopen+label%3Aroadmap) [![tests](https://github.com/go-skynet/LocalAI/actions/workflows/test.yml/badge.svg)](https://github.com/go-skynet/LocalAI/actions/workflows/test.yml)[![Build and Release](https://github.com/go-skynet/LocalAI/actions/workflows/release.yaml/badge.svg)](https://github.com/go-skynet/LocalAI/actions/workflows/release.yaml)[![build container images](https://github.com/go-skynet/LocalAI/actions/workflows/image.yml/badge.svg)](https://github.com/go-skynet/LocalAI/actions/workflows/image.yml)[![Bump dependencies](https://github.com/go-skynet/LocalAI/actions/workflows/bump_deps.yaml/badge.svg)](https://github.com/go-skynet/LocalAI/actions/workflows/bump_deps.yaml)[![Artifact Hub](https://img.shields.io/endpoint?url=https://artifacthub.io/badge/repository/localai)](https://artifacthub.io/packages/search?repo=localai) **LocalAI** is the free, Open Source OpenAI alternative. LocalAI act as a drop-in replacement REST API that’s compatible with OpenAI (Elevenlabs, Anthropic... ) API specifications for local AI 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. ## πŸ”₯πŸ”₯ Hot topics / Roadmap [Roadmap](https://github.com/mudler/LocalAI/issues?q=is%3Aissue+is%3Aopen+label%3Aroadmap) - Openvino support: https://github.com/mudler/LocalAI/pull/1892 - Vector store: https://github.com/mudler/LocalAI/pull/1795 - All-in-one container image: https://github.com/mudler/LocalAI/issues/1855 - Parallel function calling: https://github.com/mudler/LocalAI/pull/1726 / Tools API support: https://github.com/mudler/LocalAI/pull/1715 - Upload file API: https://github.com/mudler/LocalAI/pull/1703 - ROCm container images: https://github.com/mudler/LocalAI/pull/1595 / Intel GPU support (sycl, transformers, diffusers): https://github.com/mudler/LocalAI/issues/1653 - Mamba support: https://github.com/mudler/LocalAI/pull/1589 - Start and share models with config file: https://github.com/mudler/LocalAI/pull/1522 - 🐸 Coqui: https://github.com/mudler/LocalAI/pull/1489 - Img2vid https://github.com/mudler/LocalAI/pull/1442 Hot topics (looking for contributors): - Backends v2: https://github.com/mudler/LocalAI/issues/1126 - Improving UX v2: https://github.com/mudler/LocalAI/issues/1373 - Assistant API: https://github.com/mudler/LocalAI/issues/1273 - Moderation endpoint: https://github.com/mudler/LocalAI/issues/999 - Vulkan: https://github.com/mudler/LocalAI/issues/1647 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 ## πŸ’» [Getting started](https://localai.io/basics/getting_started/index.html) 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 AIO(All-in-one) Image using `docker`: ```bash docker run -ti --name local-ai -p 8080:8080 localai/localai:latest-aio-cpu # or, if you have an Nvidia GPU: # docker run -ti --name local-ai -p 8080:8080 --gpus all localai/localai:latest-aio-gpu-nvidia-cuda-12 ``` ## πŸš€ [Features](https://localai.io/features/) - πŸ“– [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)) - πŸ—£ [Text to Audio](https://localai.io/features/text-to-audio/) - πŸ”ˆ [Audio to Text](https://localai.io/features/audio-to-text/) (Audio transcription with `whisper.cpp`) - 🎨 [Image generation with stable diffusion](https://localai.io/features/image-generation) - πŸ”₯ [OpenAI functions](https://localai.io/features/openai-functions/) πŸ†• - 🧠 [Embeddings generation for vector databases](https://localai.io/features/embeddings/) - ✍️ [Constrained grammars](https://localai.io/features/constrained_grammars/) - πŸ–ΌοΈ [Download Models directly from Huggingface ](https://localai.io/models/) - πŸ†• [Vision API](https://localai.io/features/gpt-vision/) ## πŸ’» Usage Check out the [Getting started](https://localai.io/basics/getting_started/index.html) section in our documentation. ### πŸ”— Community and integrations Build and deploy custom containers: - https://github.com/sozercan/aikit WebUIs: - https://github.com/Jirubizu/localai-admin - https://github.com/go-skynet/LocalAI-frontend Model galleries - https://github.com/go-skynet/model-gallery Other: - Helm chart https://github.com/go-skynet/helm-charts - VSCode extension https://github.com/badgooooor/localai-vscode-plugin - Local Smart assistant https://github.com/mudler/LocalAGI - Home Assistant https://github.com/sammcj/homeassistant-localai / https://github.com/drndos/hass-openai-custom-conversation - Discord bot https://github.com/mudler/LocalAGI/tree/main/examples/discord - Slack bot https://github.com/mudler/LocalAGI/tree/main/examples/slack - Telegram bot https://github.com/mudler/LocalAI/tree/master/examples/telegram-bot - Examples: https://github.com/mudler/LocalAI/tree/master/examples/ ### πŸ”— Resources - πŸ†• New! [LLM finetuning guide](https://localai.io/docs/advanced/fine-tuning/) - [How to build locally](https://localai.io/basics/build/index.html) - [How to install in Kubernetes](https://localai.io/basics/getting_started/index.html#run-localai-in-kubernetes) - [Projects integrating LocalAI](https://localai.io/docs/integrations/) - [How tos section](https://io.midori-ai.xyz/howtos/) (curated by our community) ## :book: πŸŽ₯ [Media, Blogs, Social](https://localai.io/basics/news/#media-blogs-social) - [Run LocalAI on AWS EKS with Pulumi](https://www.pulumi.com/ai/answers/tiZMDoZzZV6TLxgDXNBnFE/deploying-helm-charts-on-aws-eks) - [Run LocalAI on AWS](https://staleks.hashnode.dev/installing-localai-on-aws-ec2-instance) - [Create a slackbot for teams and OSS projects that answer to documentation](https://mudler.pm/posts/smart-slackbot-for-teams/) - [LocalAI meets k8sgpt](https://www.youtube.com/watch?v=PKrDNuJ_dfE) - [Question Answering on Documents locally with LangChain, LocalAI, Chroma, and GPT4All](https://mudler.pm/posts/localai-question-answering/) - [Tutorial to use k8sgpt with LocalAI](https://medium.com/@tyler_97636/k8sgpt-localai-unlock-kubernetes-superpowers-for-free-584790de9b65) ## Citation If you utilize this repository, data in a downstream project, please consider citing it with: ``` @misc{localai, author = {Ettore Di Giacinto}, title = {LocalAI: The free, Open source OpenAI alternative}, year = {2023}, publisher = {GitHub}, journal = {GitHub repository}, howpublished = {\url{https://github.com/go-skynet/LocalAI}}, ``` ## ❀️ Sponsors > Do you find LocalAI useful? 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. A huge thank you to our generous sponsors who support this project: | ![Spectro Cloud logo_600x600px_transparent bg](https://github.com/go-skynet/LocalAI/assets/2420543/68a6f3cb-8a65-4a4d-99b5-6417a8905512) | |:-----------------------------------------------:| | [Spectro Cloud](https://www.spectrocloud.com/) | | Spectro Cloud kindly supports LocalAI by providing GPU and computing resources to run tests on lamdalabs! | And a huge shout-out to individuals sponsoring the project by donating hardware or backing the project. - [Sponsor list](https://github.com/sponsors/mudler) - JDAM00 (donating HW for the CI) ## 🌟 Star history [![LocalAI Star history Chart](https://api.star-history.com/svg?repos=go-skynet/LocalAI&type=Date)](https://star-history.com/#go-skynet/LocalAI&Date) ## πŸ“– License LocalAI is a community-driven project created by [Ettore Di Giacinto](https://github.com/mudler/). MIT - Author Ettore Di Giacinto ## πŸ™‡ Acknowledgements LocalAI couldn't have been built without the help of great software already available from the community. Thank you! - [llama.cpp](https://github.com/ggerganov/llama.cpp) - https://github.com/tatsu-lab/stanford_alpaca - https://github.com/cornelk/llama-go for the initial ideas - https://github.com/antimatter15/alpaca.cpp - https://github.com/EdVince/Stable-Diffusion-NCNN - https://github.com/ggerganov/whisper.cpp - https://github.com/saharNooby/rwkv.cpp - https://github.com/rhasspy/piper ## πŸ€— Contributors This is a community project, a special thanks to our contributors! πŸ€—