base on :robot: The free, Open Source alternative to OpenAI, Claude and others. Self-hosted and local-first. Drop-in replacement for OpenAI, running on consumer-grade hardware. No GPU required. Runs gguf, transformers, diffusers and many more models architectures. Features: Generate Text, Audio, Video, Images, Voice Cloning, Distributed, P2P inference <h1 align="center"> <br> <img height="300" src="https://github.com/go-skynet/LocalAI/assets/2420543/0966aa2a-166e-4f99-a3e5-6c915fc997dd"> <br> LocalAI <br> </h1> <p align="center"> <a href="https://github.com/go-skynet/LocalAI/fork" target="blank"> <img src="https://img.shields.io/github/forks/go-skynet/LocalAI?style=for-the-badge" alt="LocalAI forks"/> </a> <a href="https://github.com/go-skynet/LocalAI/stargazers" target="blank"> <img src="https://img.shields.io/github/stars/go-skynet/LocalAI?style=for-the-badge" alt="LocalAI stars"/> </a> <a href="https://github.com/go-skynet/LocalAI/pulls" target="blank"> <img src="https://img.shields.io/github/issues-pr/go-skynet/LocalAI?style=for-the-badge" alt="LocalAI pull-requests"/> </a> <a href='https://github.com/go-skynet/LocalAI/releases'> <img src='https://img.shields.io/github/release/go-skynet/LocalAI?&label=Latest&style=for-the-badge'> </a> </p> <p align="center"> <a href="https://hub.docker.com/r/localai/localai" target="blank"> <img src="https://img.shields.io/badge/dockerhub-images-important.svg?logo=Docker" alt="LocalAI Docker hub"/> </a> <a href="https://quay.io/repository/go-skynet/local-ai?tab=tags&tag=latest" target="blank"> <img src="https://img.shields.io/badge/quay.io-images-important.svg?" alt="LocalAI Quay.io"/> </a> </p> <p align="center"> <a href="https://twitter.com/LocalAI_API" target="blank"> <img src="https://img.shields.io/twitter/follow/LocalAI_API?label=Follow: LocalAI_API&style=social" alt="Follow LocalAI_API"/> </a> <a href="https://discord.gg/uJAeKSAGDy" target="blank"> <img src="https://dcbadge.vercel.app/api/server/uJAeKSAGDy?style=flat-square&theme=default-inverted" alt="Join LocalAI Discord Community"/> </a> </p> <p align="center"> <a href="https://trendshift.io/repositories/1484" target="_blank"><img src="https://trendshift.io/api/badge/repositories/1484" alt="go-skynet%2FLocalAI | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/></a> </p> > :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/) > > [💻 Quickstart](https://localai.io/basics/getting_started/) [🖼️ Models](https://models.localai.io/) [🚀 Roadmap](https://github.com/mudler/LocalAI/issues?q=is%3Aissue+is%3Aopen+label%3Aroadmap) [🥽 Demo](https://demo.localai.io) [🌍 Explorer](https://explorer.localai.io) [🛫 Examples](https://github.com/mudler/LocalAI-examples) [](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) **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. It is created and maintained by [Ettore Di Giacinto](https://github.com/mudler).  Run the installer script: ```bash curl https://localai.io/install.sh | sh ``` Or run with docker: ```bash # CPU only image: docker run -ti --name local-ai -p 8080:8080 localai/localai:latest-cpu # Nvidia GPU: docker run -ti --name local-ai -p 8080:8080 --gpus all localai/localai:latest-gpu-nvidia-cuda-12 # CPU and GPU image (bigger size): docker run -ti --name local-ai -p 8080:8080 localai/localai:latest # AIO images (it will pre-download a set of models ready for use, see https://localai.io/basics/container/) docker run -ti --name local-ai -p 8080:8080 localai/localai:latest-aio-cpu ``` To load models: ```bash # From the model gallery (see available models with `local-ai models list`, in the WebUI from the model tab, or visiting https://models.localai.io) local-ai run llama-3.2-1b-instruct:q4_k_m # Start LocalAI with the phi-2 model directly from huggingface local-ai run huggingface://TheBloke/phi-2-GGUF/phi-2.Q8_0.gguf # Install and run a model from the Ollama OCI registry local-ai run ollama://gemma:2b # Run a model from a configuration file local-ai run https://gist.githubusercontent.com/.../phi-2.yaml # Install and run a model from a standard OCI registry (e.g., Docker Hub) local-ai run oci://localai/phi-2:latest ``` [💻 Getting started](https://localai.io/basics/getting_started/index.html) ## 📰 Latest project news - Dec 2024: stablediffusion.cpp backend (ggml) added ( https://github.com/mudler/LocalAI/pull/4289 ) - Nov 2024: Bark.cpp backend added ( https://github.com/mudler/LocalAI/pull/4287 ) - Nov 2024: Voice activity detection models (**VAD**) added to the API: https://github.com/mudler/LocalAI/pull/4204 - Oct 2024: examples moved to [LocalAI-examples](https://github.com/mudler/LocalAI-examples) - Aug 2024: 🆕 FLUX-1, [P2P Explorer](https://explorer.localai.io) - July 2024: 🔥🔥 🆕 P2P Dashboard, LocalAI Federated mode and AI Swarms: https://github.com/mudler/LocalAI/pull/2723 - June 2024: 🆕 You can browse now the model gallery without LocalAI! Check out https://models.localai.io - June 2024: Support for models from OCI registries: https://github.com/mudler/LocalAI/pull/2628 - May 2024: 🔥🔥 Decentralized P2P llama.cpp: https://github.com/mudler/LocalAI/pull/2343 (peer2peer llama.cpp!) 👉 Docs https://localai.io/features/distribute/ - May 2024: 🔥🔥 Openvoice: https://github.com/mudler/LocalAI/pull/2334 - May 2024: 🆕 Function calls without grammars and mixed mode: https://github.com/mudler/LocalAI/pull/2328 - May 2024: 🔥🔥 Distributed inferencing: https://github.com/mudler/LocalAI/pull/2324 - May 2024: Chat, TTS, and Image generation in the WebUI: https://github.com/mudler/LocalAI/pull/2222 - April 2024: Reranker API: https://github.com/mudler/LocalAI/pull/2121 Roadmap items: [List of issues](https://github.com/mudler/LocalAI/issues?q=is%3Aissue+is%3Aopen+label%3Aroadmap) ## 🔥🔥 Hot topics (looking for help): - Multimodal with vLLM and Video understanding: https://github.com/mudler/LocalAI/pull/3729 - Realtime API https://github.com/mudler/LocalAI/issues/3714 - 🔥🔥 Distributed, P2P Global community pools: https://github.com/mudler/LocalAI/issues/3113 - WebUI improvements: https://github.com/mudler/LocalAI/issues/2156 - 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 - Anthropic API: https://github.com/mudler/LocalAI/issues/1808 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 ## 🚀 [Features](https://localai.io/features/) - 📖 [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)) - 🗣 [Text to Audio](https://localai.io/features/text-to-audio/) - 🔈 [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) - 🔥 [OpenAI-alike tools API](https://localai.io/features/openai-functions/) - 🧠 [Embeddings generation for vector databases](https://localai.io/features/embeddings/) - ✍️ [Constrained grammars](https://localai.io/features/constrained_grammars/) - 🖼️ [Download Models directly from Huggingface ](https://localai.io/models/) - 🥽 [Vision API](https://localai.io/features/gpt-vision/) - 📈 [Reranker API](https://localai.io/features/reranker/) - 🆕🖧 [P2P Inferencing](https://localai.io/features/distribute/) - 🌍 Integrated WebUI! ## 💻 Usage Check out the [Getting started](https://localai.io/basics/getting_started/index.html) section in our documentation. ### 🔗 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 - QA-Pilot(An interactive chat project that leverages LocalAI LLMs for rapid understanding and navigation of GitHub code repository) https://github.com/reid41/QA-Pilot 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 - Terminal utility https://github.com/djcopley/ShellOracle - Local Smart assistant https://github.com/mudler/LocalAGI - Home Assistant https://github.com/sammcj/homeassistant-localai / https://github.com/drndos/hass-openai-custom-conversation / https://github.com/valentinfrlch/ha-gpt4vision - Discord bot https://github.com/mudler/LocalAGI/tree/main/examples/discord - Slack bot https://github.com/mudler/LocalAGI/tree/main/examples/slack - Shell-Pilot(Interact with LLM using LocalAI models via pure shell scripts on your Linux or MacOS system) https://github.com/reid41/shell-pilot - Telegram bot https://github.com/mudler/LocalAI/tree/master/examples/telegram-bot - Another Telegram Bot https://github.com/JackBekket/Hellper - Auto-documentation https://github.com/JackBekket/Reflexia - Github bot which answer on issues, with code and documentation as context https://github.com/JackBekket/GitHelper - Github Actions: https://github.com/marketplace/actions/start-localai - Examples: https://github.com/mudler/LocalAI/tree/master/examples/ ### 🔗 Resources - [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: 🎥 [Media, Blogs, Social](https://localai.io/basics/news/#media-blogs-social) - [Run Visual studio code with LocalAI (SUSE)](https://www.suse.com/c/running-ai-locally/) - 🆕 [Run LocalAI on Jetson Nano Devkit](https://mudler.pm/posts/local-ai-jetson-nano-devkit/) - [Run LocalAI on AWS EKS with Pulumi](https://www.pulumi.com/blog/low-code-llm-apps-with-local-ai-flowise-and-pulumi/) - [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 covering CI expenses, and our [Sponsor list](https://github.com/sponsors/mudler): <p align="center"> <a href="https://www.spectrocloud.com/" target="blank"> <img height="200" src="https://github.com/go-skynet/LocalAI/assets/2420543/68a6f3cb-8a65-4a4d-99b5-6417a8905512"> </a> <a href="https://www.premai.io/" target="blank"> <img height="200" src="https://github.com/mudler/LocalAI/assets/2420543/42e4ca83-661e-4f79-8e46-ae43689683d6"> <br> </a> </p> ## 🌟 Star history [](https://star-history.com/#go-skynet/LocalAI&Date) ## 📖 License LocalAI is a community-driven project created by [Ettore Di Giacinto](https://github.com/mudler/). MIT - Author Ettore Di Giacinto <[email protected]> ## 🙇 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/rhasspy/piper ## 🤗 Contributors This is a community project, a special thanks to our contributors! 🤗 <a href="https://github.com/go-skynet/LocalAI/graphs/contributors"> <img src="https://contrib.rocks/image?repo=go-skynet/LocalAI" /> </a> ", Assign "at most 3 tags" to the expected json: {"id":"5539","tags":[]} "only from the tags list I provide: [{"id":77,"name":"3d"},{"id":89,"name":"agent"},{"id":17,"name":"ai"},{"id":54,"name":"algorithm"},{"id":24,"name":"api"},{"id":44,"name":"authentication"},{"id":3,"name":"aws"},{"id":27,"name":"backend"},{"id":60,"name":"benchmark"},{"id":72,"name":"best-practices"},{"id":39,"name":"bitcoin"},{"id":37,"name":"blockchain"},{"id":1,"name":"blog"},{"id":45,"name":"bundler"},{"id":58,"name":"cache"},{"id":21,"name":"chat"},{"id":49,"name":"cicd"},{"id":4,"name":"cli"},{"id":64,"name":"cloud-native"},{"id":48,"name":"cms"},{"id":61,"name":"compiler"},{"id":68,"name":"containerization"},{"id":92,"name":"crm"},{"id":34,"name":"data"},{"id":47,"name":"database"},{"id":8,"name":"declarative-gui "},{"id":9,"name":"deploy-tool"},{"id":53,"name":"desktop-app"},{"id":6,"name":"dev-exp-lib"},{"id":59,"name":"dev-tool"},{"id":13,"name":"ecommerce"},{"id":26,"name":"editor"},{"id":66,"name":"emulator"},{"id":62,"name":"filesystem"},{"id":80,"name":"finance"},{"id":15,"name":"firmware"},{"id":73,"name":"for-fun"},{"id":2,"name":"framework"},{"id":11,"name":"frontend"},{"id":22,"name":"game"},{"id":81,"name":"game-engine "},{"id":23,"name":"graphql"},{"id":84,"name":"gui"},{"id":91,"name":"http"},{"id":5,"name":"http-client"},{"id":51,"name":"iac"},{"id":30,"name":"ide"},{"id":78,"name":"iot"},{"id":40,"name":"json"},{"id":83,"name":"julian"},{"id":38,"name":"k8s"},{"id":31,"name":"language"},{"id":10,"name":"learning-resource"},{"id":33,"name":"lib"},{"id":41,"name":"linter"},{"id":28,"name":"lms"},{"id":16,"name":"logging"},{"id":76,"name":"low-code"},{"id":90,"name":"message-queue"},{"id":42,"name":"mobile-app"},{"id":18,"name":"monitoring"},{"id":36,"name":"networking"},{"id":7,"name":"node-version"},{"id":55,"name":"nosql"},{"id":57,"name":"observability"},{"id":46,"name":"orm"},{"id":52,"name":"os"},{"id":14,"name":"parser"},{"id":74,"name":"react"},{"id":82,"name":"real-time"},{"id":56,"name":"robot"},{"id":65,"name":"runtime"},{"id":32,"name":"sdk"},{"id":71,"name":"search"},{"id":63,"name":"secrets"},{"id":25,"name":"security"},{"id":85,"name":"server"},{"id":86,"name":"serverless"},{"id":70,"name":"storage"},{"id":75,"name":"system-design"},{"id":79,"name":"terminal"},{"id":29,"name":"testing"},{"id":12,"name":"ui"},{"id":50,"name":"ux"},{"id":88,"name":"video"},{"id":20,"name":"web-app"},{"id":35,"name":"web-server"},{"id":43,"name":"webassembly"},{"id":69,"name":"workflow"},{"id":87,"name":"yaml"}]" returns me the "expected json"