{"id":19426670,"url":"https://github.com/zetane/zetaforge","last_synced_at":"2025-05-16T08:02:53.739Z","repository":{"id":232273899,"uuid":"730330208","full_name":"zetane/ZetaForge","owner":"zetane","description":"Open source AI platform for rapid development of advanced AI and AGI pipelines.","archived":false,"fork":false,"pushed_at":"2025-03-14T00:40:35.000Z","size":158873,"stargazers_count":172,"open_issues_count":32,"forks_count":16,"subscribers_count":7,"default_branch":"main","last_synced_at":"2025-05-16T08:01:40.941Z","etag":null,"topics":["agi","ai","claude","data-science","developer-tools","gpt","kubernetes","llm","machine-learning","ml","ml-pipelines","mlops","python","workflow","workflow-orchestration","zetaforge"],"latest_commit_sha":null,"homepage":"https://zetane.com/zetaforge","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"agpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/zetane.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2023-12-11T17:30:14.000Z","updated_at":"2025-05-13T00:41:03.000Z","dependencies_parsed_at":"2025-03-27T11:21:58.528Z","dependency_job_id":null,"html_url":"https://github.com/zetane/ZetaForge","commit_stats":null,"previous_names":["zetane/zetaforge"],"tags_count":14,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zetane%2FZetaForge","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zetane%2FZetaForge/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zetane%2FZetaForge/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zetane%2FZetaForge/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/zetane","download_url":"https://codeload.github.com/zetane/ZetaForge/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":254493381,"owners_count":22080126,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["agi","ai","claude","data-science","developer-tools","gpt","kubernetes","llm","machine-learning","ml","ml-pipelines","mlops","python","workflow","workflow-orchestration","zetaforge"],"created_at":"2024-11-10T14:08:33.268Z","updated_at":"2025-05-16T08:02:53.717Z","avatar_url":"https://github.com/zetane.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"\n\n\u003cdiv align=\"center\"\u003e\n\u003cimg src=\"assets/ZetaForge-Logo-White-Background.png\" alt=\"ZetaForge Logo\" style=\"width:400px;padding-bottom: 15px\"/\u003e\n\n\n[![PyPI version](https://badge.fury.io/py/zetaforge.svg)](https://badge.fury.io/py/zetaforge)\n[![Discord](https://img.shields.io/discord/1196886318035255296?label=Discord\u0026logo=discord)](https://discord.gg/zetaforge)\n[![X Badge](https://img.shields.io/static/v1?label=\u0026message=Follow\u0026color=blue\u0026logo=x)](https://twitter.com/ZetaneSystems)\n[![YouTube Channel](https://img.shields.io/static/v1?label=YouTube\u0026message=Subscribe\u0026color=red\u0026logo=YouTube)](https://www.youtube.com/channel/UCGDwKqB1HPjEdw97jm4wTFA)\n\n\n\u003ch3 style=\"padding-bottom: 15px\"\u003e\nOpen source AI platform for rapid development of advanced AI and AGI pipelines.\n\u003c/h3\u003e\n\u003c/div\u003e\n\n\n![Project Image](assets/Screenshot.png)\n\n\n\n\u003ca id=\"why-zetaforge\"\u003e\u003c/a\u003e\n## 🔥 Why ZetaForge?\n\nZetaForge is an AI platform designed to accelerate the development and deployment of advanced AI solutions. It allows users to assemble reusable, customizable, and containerized Blocks into highly visual AI Pipelines, enabling rapid experimentation and collaboration.\n\n- **Language Agnostic:** Work with AI technologies in any programming language.\n- **Dynamic:** Easily modify and update AI pipelines with new or improved components.\n- **Full Code Accessibility:** Dive into the code whenever needed while enjoying a user-friendly interface.\n- **Community and Sharing:** Utilize community-driven blocks and pipelines, and share your own creations.\n\n\n\u003e ⭐ Support us by starring this repo.\n\n\n## 📰 Breaking News\nWe've launched the first release of ZetaForge! Start building AI pipelines with our core features. \n\nNew blocks and pipelines have been added to the core library.\n\nExpect regular updates with new enhancements.\n\n\n\u003e👁 Watch this repo to stay in the loop about changes and updates.\n\n## Getting Started\n\n**Installation**\nYou can install ZetaForge Python Package through pip by running the following command in your terminal:\n\n```\npip install zetaforge\n```\n\nOr, you can clone the ZetaForge GitHub repository and install from source by running:\n\n```\ngit clone https://github.com/zetane/zetaforge\ncd zetaforge\npip install .\n```\n\n\n**Install Docker Desktop and Enable Kubernetes**\n\nYou need to install Docker Desktop or any other container runtime that includes Kubernetes integration.\nFollow the instructions to [install Docker Desktop](https://docs.docker.com/desktop/) from their official website.\nYou will need to [enable Kubernetes](https://docs.docker.com/desktop/kubernetes/) to use ZetaForge.\n\n\u003e Note: We recommend [OrbStack](https://orbstack.dev/download) to macOS users for efficiency and performance reasons.\n\n## Launch ZetaForge\n\nTo launch ZetaForge, run the following command after installing via pip:\n```\nzetaforge launch\n```\n\nThis will set up the correct services in Kubernetes, check that they are running, and then launch ZetaForge. \n\nIf something goes wrong, you can run:\n\n```\nzetaforge setup\n```\n\nto reconfigure the container services. \n\nTo teardown and remove the Kubernetes services, you can run:\n\n```\nzetaforge teardown\n```\n\n\n## Run your First Pipeline\n\n![Demo Pipeline](assets/quick-start.gif)\n\nTo experience ZetaForge in action, start by dragging and dropping a core pipeline, such as the \"Canny Edge Pipeline,\" from the Core Pipelines Library into your workspace. Once the pipeline is loaded, click the \"Run\" button to see the magic happen!\n\n## Core Blocks and Pipelines\n\nYou can drag and drop these blocks and pipelines from the side library.\n\n#### Compute Blocks\n\nSocial Posts Maker, OpenAI agent, Stable Diffusion, Background Removal, Images to Video, Canny Edge, QR Code Maker and [many more](./frontend/core/blocks).\n\n#### View Blocks\n\nView 3D Numpy, Images, Videos, Text and [many more](./frontend/core/blocks).\n\n#### Demo Pipelines\n\n-[Social Media Post Maker with Image Content](./frontend/core/pipelines/pipeline-post-maker)\n-[Invader Game](./frontend/core/pipelines/pipeline-invader-game)\n-[Image Background Removal](./frontend/core/pipelines/pipeline-background-removal)\n-[Images to Video](./frontend/core/pipelines/pipeline-images-to-video)\n\n## Documentation\n\nExplore our [official documentation](https://zetane.com/docs/) for a guide on using ZetaForge. Learn how to create your own ZetaForge blocks, assemble custom pipelines, and more. You'll also find tutorials and best practices to enhance your ZetaForge experience. \n\nIf you prefer reading a blog instead, check out our 3-part blog on [Medium](https://medium.com/zetane-blog/create-your-multimedia-ai-generated-storybook-with-zetaforge-part-i-9aae9860a493) that goes through the motivation as well as many technical details through an exciting example: **Create Your Multimedia AI-generated Storybook with ZetaForge** ([Part I](https://medium.com/zetane-blog/create-your-multimedia-ai-generated-storybook-with-zetaforge-part-i-9aae9860a493), [Part II](https://medium.com/zetane-blog/zetaforge-use-case-example-a-multimedia-ai-generated-storybook-part-ii-4668c2d9360d), [Part III](https://medium.com/zetane-blog/zetaforge-use-case-example-a-multimedia-ai-generated-storybook-part-iii-6b79f60c5a56))!\n\n\n## Pipeline Gallery\n\n**Visualize Multidimensional Numpy Arrays**\n\n![Pipeline Screenshot Numpy](assets/numpy-visualization.png)\n\n**Integrate Popular GitHub Repos in AI Pipeline**\n(LAVIS and Open-CD)\n\n![Pipeline Screenshot GitHub](assets/popular-repos-pipeline.png)\n\n**Use Three.js Visualization Blocks**\n\n![Pipeline Screenshot Three.js](assets/threejs.png)\n\n\n## Share a Pipeline\n\nTo share a pipeline with your team, follow these steps:\n\n1. **Save:** Go to `File` -\u003e `Save` or `Save As`, choose a target folder, and name your pipeline.\n2. **Package and Send:** Zip the saved folder, which contains all necessary files, and share it with your team.\n3. **Load and Run:** Team members can unzip the folder, load the pipeline via `File` -\u003e `Load` -\u003e `Pipeline`, and click `Run` to replicate the results.\n\nThis streamlined process ensures easy sharing and consistent results across your team.\n\n\n## Contributing\n\nZetaForge is under active development. We welcome contributions from the community to make our project even better! \n\nBefore contributing, please take a moment to review our [Contribution Guide](CONTRIBUTING.md) to see our guidelines.\nWhether it's improving documentations, reporting bugs, suggesting new features, or submitting code changes, \nyour contributions help us improve the project for everyone. \n\n## License\n\n- **[AGPL license](https://opensource.org/license/agpl-v3/)**\n- If you need another type of license please contact us [here](https://zetane.com/contact-us).\n\n## Contact\n\n- Reach out to us on [Discord](https://discord.gg/zetaforge) if you have any questions or issues.\n- ZetaForge Homepage: [https://www.zetaforge.com/](https://www.zetaforge.com/)\n\n\n\u003c!-- ## Star History\n\n[![Star History Chart](https://api.star-history.com/svg?repos=zetane/viewer\u0026type=Date)](https://star-history.com/#zetane/viewer\u0026Date)\n\n\n## Contributors\n\nThanks go to these awesome contributors\n\n\u003ca href=\"https://github.com/zetane/viewer/graphs/contributors\"\u003e\n  \u003cimg src=\"https://contrib.rocks/image?repo=zetane/viewer\" /\u003e\n\u003c/a\u003e --\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzetane%2Fzetaforge","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fzetane%2Fzetaforge","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzetane%2Fzetaforge/lists"}