{"data":{"slug":"eternityjune25-comorag","name":"ComoRAG","tagline":"Cognitive-Inspired Memory-Organized RAG for Stateful Long Narrative Reasoning","github_url":"https://github.com/EternityJune25/ComoRAG","owner":"EternityJune25","repo":"ComoRAG","owner_avatar_url":"https://avatars.githubusercontent.com/u/143079174?v=4","primary_language":"Python","stars":347,"forks":48,"topics":[],"archived":false,"github_pushed_at":"2025-08-28T14:34:38+00:00","maintenance_label":"Dormant","stars_delta_30d":4,"url":"https://www.graphcanon.com/tools/eternityjune25-comorag","markdown_url":"https://www.graphcanon.com/tools/eternityjune25-comorag.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/eternityjune25-comorag","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=eternityjune25-comorag","description":"[AAAI 2026 🔥 Poster] ComoRAG: A Cognitive-Inspired Memory-Organized RAG for Stateful Long Narrative Reasoning","homepage_url":null,"license":"MIT","open_issues":2,"watchers":3,"ai_summary":"ComoRAG is a research project aimed at enhancing long narrative reasoning through a cognitive-inspired memory-organized RAG system.","readme_excerpt":"## Installation & Environment 🛠️\n1. 🐍 **Python version**: Python 3.10 or above recommended\n2. 📦 **Install dependencies**:\n```bash\npip install -r requirements.txt\n```\n3. 🔑 **Environment variables**: Set your OpenAI API Key or local LLM/embedding paths as needed\n4. ⚙️ **GPU (optional but recommended)**: CUDA 12.x supported by many dependencies in requirements.txt\n\n---","github_created_at":"2025-08-18T09:12:16+00:00","created_at":"2026-07-11T23:06:37.2798+00:00","updated_at":"2026-09-20T04:29:03.130502+00:00","categories":[{"slug":"data-retrieval","name":"Data & Retrieval","url":"https://www.graphcanon.com/categories/data-retrieval","markdown_url":"https://www.graphcanon.com/categories/data-retrieval.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/data-retrieval"},{"slug":"evaluation-observability","name":"Evaluation & Observability","url":"https://www.graphcanon.com/categories/evaluation-observability","markdown_url":"https://www.graphcanon.com/categories/evaluation-observability.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/evaluation-observability"}],"tags":[{"slug":"ai-research","name":"ai research"},{"slug":"cognitive-systems","name":"cognitive systems"},{"slug":"cuda","name":"cuda"},{"slug":"memory-organization","name":"memory organization"},{"slug":"narrative-reasoning","name":"narrative reasoning"},{"slug":"python","name":"python"},{"slug":"rag","name":"rag"},{"slug":"stateful-reasoning","name":"stateful reasoning"}],"trust":{"provenance":{"is_fork":false,"github_id":1039974363,"owner_type":"User","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-09-18T08:12:27.178Z","maintenance":{"label":"Dormant","score":18,"methodology":"github_public_v1","releases_90d":0,"days_since_push":385,"last_release_at":null,"stars_delta_30d":4,"open_issues_delta_30d":0},"security_summary":{"status":"findings","scanner":"osv@v1","low_count":305,"high_count":0,"last_scan_at":"2026-09-18T08:12:29.537Z","medium_count":0,"scan_profile":"deps","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-09-18T08:12:25.860Z"},"languages":{"value":["python"],"source":"github.language","observed_at":"2026-09-18T08:12:25.860Z"},"license_spdx":{"value":"MIT","source":"github.license","observed_at":"2026-09-18T08:12:25.860Z"}},"decision_facts":{"hosting":null,"pricing":null,"requirements":{"notes":["Python 3.10 or above is recommended.","CUDA 12.x is supported but optional."],"min_ram_gb":null,"requires_docker":false},"constraints":{"min_ram_gb":null,"requires_docker":false},"when_to_use":["Use ComoRAG when you need to handle long narrative reasoning tasks that require stateful memory and cognitive-inspired processing.","Consider ComoRAG if your project involves complex narrative analysis and you have access to a GPU with CUDA 12.x for optimal performance."],"when_not_to_use":["Avoid ComoRAG if your project does not require stateful long narrative reasoning or if you are working with short, simple narratives.","Do not use ComoRAG if you are constrained to Python versions below 3.10 or do not have access to a GPU with CUDA 12.x support."],"source":"enrich:decision_facts","observed_at":"2026-09-18T09:03:56.156Z"},"constraint_facets":{"min_ram_gb":null,"requires_docker":false},"decision_summary":[{"label":"Requirements","value":"Python 3.10 or above is recommended.; CUDA 12.x is supported but optional."},{"label":"Adopt for","value":"ComoRAG is a cognitive-inspired memory-organized RAG system designed for stateful long narrative reasoning, built for Python 3.10 or above, and supports CUDA 12.x for enhanced performance."}]}}