{"data":{"slug":"buptlg-fireagent","name":"fireagent","tagline":"Knowledge-enhanced multimodal Fire Safety Agent","github_url":"https://github.com/buptlg/fireagent","owner":"buptlg","repo":"fireagent","owner_avatar_url":"https://avatars.githubusercontent.com/u/156977194?v=4","primary_language":"Python","stars":77,"forks":3,"topics":["evidence-retrieval","fastapi","fire-safety","guardrails","llm","multimodal-agent","rag","wechat-miniprogram"],"archived":false,"github_pushed_at":"2026-06-18T17:13:05+00:00","maintenance_label":"Steady","stars_delta_30d":-1,"url":"https://www.graphcanon.com/tools/buptlg-fireagent","markdown_url":"https://www.graphcanon.com/tools/buptlg-fireagent.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/buptlg-fireagent","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=buptlg-fireagent","description":"Knowledge-enhanced multimodal Fire Safety Agent with two-hop reasoning, evidence-tree RAG, open-set guardrails, and four-layer memory.","homepage_url":null,"license":"MIT","open_issues":0,"watchers":0,"ai_summary":"A research prototype for multimodal fire-safety analysis with advanced reasoning and memory features.","readme_excerpt":"## License\n\nThis project is open-sourced under the [MIT License](LICENSE).\n\nFireAgent is a research prototype for multimodal fire-safety analysis. The MIT License covers the source code, while real-world fire-safety deployment still requires professional inspection, domain validation and local compliance review.","github_created_at":"2026-03-23T14:25:49+00:00","created_at":"2026-07-15T10:44:12.012695+00:00","updated_at":"2026-09-20T04:26:18.695923+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"}],"tags":[{"slug":"evidence-retrieval","name":"evidence-retrieval"},{"slug":"knowledge-enhancement","name":"knowledge-enhancement"},{"slug":"multimodal-agent","name":"multimodal-agent"},{"slug":"open-set-guardrails","name":"open-set-guardrails"},{"slug":"two-hop-reasoning","name":"two-hop-reasoning"}],"trust":{"provenance":{"is_fork":false,"github_id":1189643783,"owner_type":"User","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-09-13T06:00:15.105Z","maintenance":{"label":"Steady","score":60,"methodology":"github_public_v1","releases_90d":0,"days_since_push":86,"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":"2026-07-15T10:44:13.451Z","medium_count":0,"scan_profile":"none","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-09-13T06:00:15.590Z"},"languages":{"value":["python"],"source":"github.language","observed_at":"2026-09-13T06:00:15.590Z"},"license_spdx":{"value":"MIT","source":"github.license","observed_at":"2026-09-13T06:00:15.590Z"}},"decision_facts":{"hosting":null,"pricing":null,"requirements":null,"constraints":null,"when_to_use":["When you need a prototype tool with knowledge-enhanced abilities for analyzing fire safety using multimodal inputs","For scenarios requiring two-hop reasoning and evidence-tree RAG for detailed analysis"],"when_not_to_use":["If relying solely on AI without professional inspection, domain validation or compliance review for real-world deployment","When competing tools offer more robust open-set guardrails that better fit your specific use case needs"],"source":"enrich:decision_facts","observed_at":"2026-07-16T16:05:14.328Z"},"constraint_facets":null,"decision_summary":[{"label":"Adopt for","value":"fireagent is an AI agent designed for multimodal fire-safety analysis featuring advanced reasoning and memory layers."}]}}