{"data":{"slug":"tsterbak-promptmage","name":"promptmage","tagline":"simplifies the process of creating and managing LLM workflows","github_url":"https://github.com/tsterbak/promptmage","owner":"tsterbak","repo":"promptmage","owner_avatar_url":"https://avatars.githubusercontent.com/u/13310865?v=4","primary_language":"Python","stars":116,"forks":9,"topics":["ai","llm","nlp-library","nlp-machine-learning","prompt-engineering","prompt-toolkit"],"archived":false,"github_pushed_at":"2024-10-21T14:33:44+00:00","maintenance_label":"Dormant","stars_delta_30d":1,"url":"https://www.graphcanon.com/tools/tsterbak-promptmage","markdown_url":"https://www.graphcanon.com/tools/tsterbak-promptmage.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/tsterbak-promptmage","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=tsterbak-promptmage","description":"simplifies the process of creating and managing LLM workflows.","homepage_url":"https://promptmage.io","license":"MIT","open_issues":8,"watchers":1,"ai_summary":"Promptmage is a Python library that simplifies the creation and management of LLM workflows, offering tools for prompt engineering and workflow management.","readme_excerpt":"### Installation\n\nTo install promptmage, run the following command:\n\n```bash\npip install promptmage \n```\n\n---\n\n## Use with Docker\n\nYou can find an usage example with docker here: [Docker example](https://github.com/tsterbak/promptmage/tree/main/examples/docker).\n\n---\n\n## License\n\nThis project is licensed under the MIT License - see the [LICENSE.md](LICENSE.md) file for details.\nOriginal development by [Tobias Sterbak](https://tobiassterbak.com). Copyright (C) 2024.","github_created_at":"2024-04-11T17:17:30+00:00","created_at":"2026-07-11T23:17:55.076522+00:00","updated_at":"2026-09-20T04:31:04.94273+00:00","categories":[{"slug":"developer-tools","name":"Developer Tools","url":"https://www.graphcanon.com/categories/developer-tools","markdown_url":"https://www.graphcanon.com/categories/developer-tools.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/developer-tools"},{"slug":"llm-frameworks","name":"LLM Frameworks","url":"https://www.graphcanon.com/categories/llm-frameworks","markdown_url":"https://www.graphcanon.com/categories/llm-frameworks.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/llm-frameworks"}],"tags":[{"slug":"ai","name":"ai"},{"slug":"llm","name":"llm"},{"slug":"nlp-library","name":"nlp-library"},{"slug":"nlp-machine-learning","name":"nlp-machine-learning"},{"slug":"prompt-engineering","name":"prompt-engineering"},{"slug":"prompt-toolkit","name":"prompt-toolkit"}],"trust":{"provenance":{"is_fork":false,"github_id":785334035,"owner_type":"User","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-09-18T08:28:39.308Z","maintenance":{"label":"Dormant","score":18,"methodology":"github_public_v1","releases_90d":0,"days_since_push":696,"last_release_at":null,"stars_delta_30d":1,"open_issues_delta_30d":0},"security_summary":{"status":"no_lockfile","scanner":null,"low_count":0,"high_count":0,"last_scan_at":"2026-09-18T08:28:41.484Z","medium_count":0,"scan_profile":"none","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-09-18T08:28:38.237Z"},"has_cli":{"value":true,"source":"pyproject.toml:[project.scripts]","observed_at":"2026-09-18T08:28:38.237Z"},"languages":{"value":["python"],"source":"github.language+pyproject.toml","observed_at":"2026-09-18T08:28:38.237Z"},"license_spdx":{"value":"MIT","source":"github.license","observed_at":"2026-09-18T08:28:38.237Z"}},"decision_facts":{"hosting":null,"pricing":null,"requirements":null,"constraints":null,"when_to_use":["When you need a Python-based solution for managing LLM workflows and require tools for prompt engineering.","If you are working on projects that involve complex prompt engineering tasks and need a structured approach to manage these tasks.","When you prefer a library that integrates well with Python environments and supports Docker for deployment flexibility."],"when_not_to_use":["If your project requires a non-Python environment, as Promptmage is specifically designed for Python.","When you need a tool that offers extensive support for non-LLM-related tasks, as Promptmage focuses primarily on LLM workflows and prompt engineering.","If you are looking for a tool that provides a graphical user interface for workflow management, as Promptmage is a library-based solution."],"source":"enrich:decision_facts","observed_at":"2026-09-18T09:28:58.846Z"},"constraint_facets":null,"decision_summary":[{"label":"Adopt for","value":"Promptmage is a Python library designed to simplify the creation and management of LLM workflows, providing tools for prompt engineering and workflow management."}]}}