{"data":{"slug":"melih-unsal-demogpt","name":"DemoGPT","tagline":"Create LLM agents in a second with your prompts.","github_url":"https://github.com/melih-unsal/DemoGPT","owner":"melih-unsal","repo":"DemoGPT","owner_avatar_url":"https://avatars.githubusercontent.com/u/34304254?v=4","primary_language":"Python","stars":1904,"forks":224,"topics":["agent","agents","ai","artificial-intelligence","autogpt","autonomous-agents","chatgpt","chatgpt-api","deepseek","demo","gpt-4","langchain","langchain-app","langchain-python","llms","o1","openai","python","streamlit","streamlit-application"],"archived":false,"github_pushed_at":"2026-04-01T12:30:12+00:00","maintenance_label":"Slowing","stars_delta_30d":3,"url":"https://www.graphcanon.com/tools/melih-unsal-demogpt","markdown_url":"https://www.graphcanon.com/tools/melih-unsal-demogpt.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/melih-unsal-demogpt","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=melih-unsal-demogpt","description":"🤖 Create LLM agents in a second with your prompts. Everything you need to create an LLM Agent - tools, prompts, frameworks, and models - all in one place.","homepage_url":null,"license":"MIT","open_issues":10,"watchers":16,"ai_summary":"A comprehensive package for creating LLM Agents including tools, prompts, frameworks, and models.","readme_excerpt":"### 🛠 Installation\n\nTo use DemoGPT AgentHub, simply install the main package:\n\n```bash \npip install demogpt\n```\n\n---\n\n## 📜 License\n\nDemoGPT is an open-source project licensed under [MIT License](LICENSE).\n\n---\n\nFor any issues, questions, or comments, please feel free to contact us or open an issue. We appreciate your feedback to make DemoGPT better.","github_created_at":"2023-06-07T09:56:20+00:00","created_at":"2026-07-11T10:47:07.050371+00:00","updated_at":"2026-08-14T18:01:17.390015+00:00","categories":[{"slug":"ai-agents","name":"AI Agents","url":"https://www.graphcanon.com/categories/ai-agents","markdown_url":"https://www.graphcanon.com/categories/ai-agents.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/ai-agents"},{"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":"agent","name":"agent"},{"slug":"ai","name":"ai"},{"slug":"autonomous-agents","name":"autonomous-agents"},{"slug":"chatgpt","name":"chatgpt"},{"slug":"langchain","name":"langchain"},{"slug":"llms","name":"llms"},{"slug":"python","name":"python"}],"trust":{"provenance":{"is_fork":false,"github_id":650549146,"owner_type":"User","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-08-14T18:01:16.609Z","maintenance":{"label":"Slowing","score":36,"methodology":"github_public_v1","releases_90d":0,"days_since_push":135,"last_release_at":"2023-09-28T11:42:05Z","stars_delta_30d":3,"open_issues_delta_30d":0},"security_summary":{"status":"no_lockfile","scanner":null,"low_count":0,"high_count":0,"last_scan_at":"2026-07-11T10:47:12.333Z","medium_count":0,"scan_profile":"none","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-08-14T18:01:17.061Z"},"has_cli":{"value":true,"source":"pyproject.toml:[project.scripts]","observed_at":"2026-08-14T18:01:17.061Z"},"languages":{"value":["python"],"source":"github.language+pyproject.toml","observed_at":"2026-08-14T18:01:17.061Z"},"license_spdx":{"value":"MIT","source":"github.license","observed_at":"2026-08-14T18:01:17.061Z"}},"decision_facts":{"hosting":null,"pricing":null,"requirements":null,"constraints":null,"when_to_use":["When you need a one-stop solution for creating LLM agents with pre-integrated tools, prompts, frameworks, and models.","If your project requires the use of GPT-4, as it seems to have good support based on its categorized topics."],"when_not_to_use":["When seeking highly specialized customization that goes beyond what is provided by integrated toolkits, since DemoGPT offers a comprehensive package which may lock you into its framework.","If your project critically requires proprietary or private licensing terms, as it's open-source under the MIT license and might not suit projects needing more restrictive or proprietary controls."],"source":"enrich:decision_facts","observed_at":"2026-07-12T17:59:26.695Z"},"constraint_facets":null,"decision_summary":[{"label":"Adopt for","value":"Extracting decision-critical facts for DemoGPT"}]}}