base on Invoke is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create visual media using the latest AI-driven technologies. The solution offers an industry leading WebUI, and serves as the foundation for multiple commercial products. <div align="center">  # Invoke - Professional Creative AI Tools for Visual Media #### To learn more about Invoke, or implement our Business solutions, visit [invoke.com] [![discord badge]][discord link] [![latest release badge]][latest release link] [![github stars badge]][github stars link] [![github forks badge]][github forks link] [![CI checks on main badge]][CI checks on main link] [![latest commit to main badge]][latest commit to main link] [![github open issues badge]][github open issues link] [![github open prs badge]][github open prs link] [![translation status badge]][translation status link] </div> Invoke is a leading creative engine built to empower professionals and enthusiasts alike. Generate and create stunning visual media using the latest AI-driven technologies. Invoke offers an industry leading web-based UI, and serves as the foundation for multiple commercial products. Invoke is available in two editions: | **Community Edition** | **Professional Edition** | |----------------------------------------------------------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------| | **For users looking for a locally installed, self-hosted and self-managed service** | **For users or teams looking for a cloud-hosted, fully managed service** | | - Free to use under a commercially-friendly license | - Monthly subscription fee with three different plan levels | | - Download and install on compatible hardware | - Offers additional benefits, including multi-user support, improved model training, and more | | - Includes all core studio features: generate, refine, iterate on images, and build workflows | - Hosted in the cloud for easy, secure model access and scalability | | Quick Start -> [Installation and Updates][installation docs] | More Information -> [www.invoke.com/pricing](https://www.invoke.com/pricing) |  # Documentation | **Quick Links** | |----------------------------------------------------------------------------------------------------------------------------| | [Installation and Updates][installation docs] - [Documentation and Tutorials][docs home] - [Bug Reports][github issues] - [Contributing][contributing docs] | # Installation To get started with Invoke, [Download the Installer](https://www.invoke.com/downloads). For detailed step by step instructions, or for instructions on manual/docker installations, visit our documentation on [Installation and Updates][installation docs] ## Troubleshooting, FAQ and Support Please review our [FAQ][faq] for solutions to common installation problems and other issues. For more help, please join our [Discord][discord link]. ## Features Full details on features can be found in [our documentation][features docs]. ### Web Server & UI Invoke runs a locally hosted web server & React UI with an industry-leading user experience. ### Unified Canvas The Unified Canvas is a fully integrated canvas implementation with support for all core generation capabilities, in/out-painting, brush tools, and more. This creative tool unlocks the capability for artists to create with AI as a creative collaborator, and can be used to augment AI-generated imagery, sketches, photography, renders, and more. ### Workflows & Nodes Invoke offers a fully featured workflow management solution, enabling users to combine the power of node-based workflows with the easy of a UI. This allows for customizable generation pipelines to be developed and shared by users looking to create specific workflows to support their production use-cases. ### Board & Gallery Management Invoke features an organized gallery system for easily storing, accessing, and remixing your content in the Invoke workspace. Images can be dragged/dropped onto any Image-base UI element in the application, and rich metadata within the Image allows for easy recall of key prompts or settings used in your workflow. ### Other features - Support for both ckpt and diffusers models - SD1.5, SD2.0, SDXL, and FLUX support - Upscaling Tools - Embedding Manager & Support - Model Manager & Support - Workflow creation & management - Node-Based Architecture ## Contributing Anyone who wishes to contribute to this project - whether documentation, features, bug fixes, code cleanup, testing, or code reviews - is very much encouraged to do so. Get started with contributing by reading our [contribution documentation][contributing docs], joining the [#dev-chat] or the GitHub discussion board. We hope you enjoy using Invoke as much as we enjoy creating it, and we hope you will elect to become part of our community. ## Thanks Invoke is a combined effort of [passionate and talented people from across the world][contributors]. We thank them for their time, hard work and effort. Original portions of the software are Copyright © 2024 by respective contributors. [features docs]: https://invoke-ai.github.io/InvokeAI/features/database/ [faq]: https://invoke-ai.github.io/InvokeAI/faq/ [contributors]: https://invoke-ai.github.io/InvokeAI/contributing/contributors/ [invoke.com]: https://www.invoke.com/about [github issues]: https://github.com/invoke-ai/InvokeAI/issues [docs home]: https://invoke-ai.github.io/InvokeAI [installation docs]: https://invoke-ai.github.io/InvokeAI/installation/ [#dev-chat]: https://discord.com/channels/1020123559063990373/1049495067846524939 [contributing docs]: https://invoke-ai.github.io/InvokeAI/contributing/ [CI checks on main badge]: https://flat.badgen.net/github/checks/invoke-ai/InvokeAI/main?label=CI%20status%20on%20main&cache=900&icon=github [CI checks on main link]: https://github.com/invoke-ai/InvokeAI/actions?query=branch%3Amain [discord badge]: https://flat.badgen.net/discord/members/ZmtBAhwWhy?icon=discord [discord link]: https://discord.gg/ZmtBAhwWhy [github forks badge]: https://flat.badgen.net/github/forks/invoke-ai/InvokeAI?icon=github [github forks link]: https://useful-forks.github.io/?repo=invoke-ai%2FInvokeAI [github open issues badge]: https://flat.badgen.net/github/open-issues/invoke-ai/InvokeAI?icon=github [github open issues link]: https://github.com/invoke-ai/InvokeAI/issues?q=is%3Aissue+is%3Aopen [github open prs badge]: https://flat.badgen.net/github/open-prs/invoke-ai/InvokeAI?icon=github [github open prs link]: https://github.com/invoke-ai/InvokeAI/pulls?q=is%3Apr+is%3Aopen [github stars badge]: https://flat.badgen.net/github/stars/invoke-ai/InvokeAI?icon=github [github stars link]: https://github.com/invoke-ai/InvokeAI/stargazers [latest commit to main badge]: https://flat.badgen.net/github/last-commit/invoke-ai/InvokeAI/main?icon=github&color=yellow&label=last%20dev%20commit&cache=900 [latest commit to main link]: https://github.com/invoke-ai/InvokeAI/commits/main [latest release badge]: https://flat.badgen.net/github/release/invoke-ai/InvokeAI/development?icon=github [latest release link]: https://github.com/invoke-ai/InvokeAI/releases/latest [translation status badge]: https://hosted.weblate.org/widgets/invokeai/-/svg-badge.svg [translation status link]: https://hosted.weblate.org/engage/invokeai/ [nvidia docker docs]: https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/latest/install-guide.html [amd docker docs]: https://rocm.docs.amd.com/projects/install-on-linux/en/latest/how-to/docker.html ", Assign "at most 3 tags" to the expected json: {"id":"1824","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"