{"data":{"slug":"llm-workflow-engine-llm-workflow-engine","name":"llm-workflow-engine","tagline":"Power CLI and Workflow manager for LLMs (core package)","github_url":"https://github.com/llm-workflow-engine/llm-workflow-engine","owner":"llm-workflow-engine","repo":"llm-workflow-engine","owner_avatar_url":"https://avatars.githubusercontent.com/u/134339574?v=4","primary_language":"Python","stars":3717,"forks":468,"topics":["chatbot","chatgpt","gpt-3","gpt3","gpt4","llm","openai","python"],"archived":false,"github_pushed_at":"2026-04-30T15:18:38+00:00","maintenance_label":"Steady","url":"https://www.graphcanon.com/tools/llm-workflow-engine-llm-workflow-engine","markdown_url":"https://www.graphcanon.com/tools/llm-workflow-engine-llm-workflow-engine.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/llm-workflow-engine-llm-workflow-engine","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=llm-workflow-engine-llm-workflow-engine","description":"Power CLI and Workflow manager for LLMs (core package)","homepage_url":null,"license":"MIT","open_issues":3,"watchers":41,"ai_summary":"A Python-based CLI and workflow management tool designed to facilitate handling of Large Language Models.","readme_excerpt":"## License\n\nThis project is licensed under the MIT License - see the LICENSE file for details.","github_created_at":"2022-12-03T14:46:24+00:00","created_at":"2026-07-11T10:42:24.754709+00:00","updated_at":"2026-07-12T06:52:30.569769+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":"chatbot","name":"chatbot"},{"slug":"chatgpt","name":"chatgpt"},{"slug":"gpt-3","name":"gpt-3"},{"slug":"gpt3","name":"gpt3"},{"slug":"gpt4","name":"gpt4"},{"slug":"llm","name":"llm"},{"slug":"openai","name":"openai"},{"slug":"python","name":"python"}],"trust":{"provenance":{"is_fork":false,"github_id":573822937,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-07-11T10:42:25.364Z","maintenance":{"label":"Steady","score":60,"methodology":"github_public_v1","releases_90d":2,"days_since_push":71,"last_release_at":"2026-04-30T15:19:20Z"},"security_summary":{"status":"findings","scanner":"osv@v1","low_count":32,"high_count":0,"last_scan_at":"2026-07-11T10:42:26.070Z","medium_count":0,"scan_profile":"deps","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-07-12T06:52:02.803Z"},"deploy":{"source":"dockerfile:Dockerfile","self_host":true,"observed_at":"2026-07-12T06:52:02.803Z","managed_saas":false},"has_cli":{"value":true,"source":"pyproject.toml:[project.scripts]","observed_at":"2026-07-12T06:52:02.803Z"},"languages":{"value":["python"],"source":"github.language+pyproject.toml","observed_at":"2026-07-12T06:52:02.803Z"},"has_docker":{"value":true,"source":"dockerfile:Dockerfile","observed_at":"2026-07-12T06:52:02.803Z"},"license_spdx":{"value":"MIT","source":"github.license","observed_at":"2026-07-12T06:52:02.803Z"}},"decision_facts":{"hosting":null,"pricing":null,"requirements":{"notes":["Built for a Python environment which may not fully cater to workflows outside of this language."],"requires_docker":false},"constraints":{"requires_docker":false},"when_to_use":["When developing workflows around Large Language Models (LLMs), particularly if your projects are Python-based, to streamline model integration and management via CLI.","If you require a tool that is MIT-licensed, allowing for wide usage without restrictive conditions on how the software can be modified or used."],"when_not_to_use":["Avoid using llm-workflow-engine if you need deep integrations with proprietary systems that are incompatible with MIT licensing terms and conditions.","Do not use this tool if your primary development environment is not Python-based, as the effectiveness of the CLI and workflow manager might be limited without Python support."],"source":"enrich:decision_facts","observed_at":"2026-07-12T06:52:30.313Z"},"constraint_facets":{"requires_docker":false},"decision_summary":[{"label":"Requirements","value":"Built for a Python environment which may not fully cater to workflows outside of this language."},{"label":"Adopt for","value":"Critical Decision Factors for 'llm-workflow-engine'"},{"label":"License detail","value":"MIT-licensed, offering flexibility under non-restrictive open-source terms."}]}}