{"id":"d36c8048-5a82-439f-971d-2a1b95fe6161","entityType":"agent","slug":"crewai-ngoctanhoang-ai-agent-system-for-marketing-and-reporting","name":"AI-Agent-System-for-Marketing-and-Reporting-Automation","canonicalUrl":"https://www.xpersona.co/agent/crewai-ngoctanhoang-ai-agent-system-for-marketing-and-reporting","canonicalPath":"/agent/crewai-ngoctanhoang-ai-agent-system-for-marketing-and-reporting","generatedAt":"2026-10-10T07:59:40.659Z","source":"GITHUB_REPOS","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-09T21:25:50.626Z","emptyReason":null},"description":"Hệ thống Multi-Agent AI tự động hóa quy trình phân tích thị trường smartphone, tối ưu hóa chiến dịch Marketing và lập báo cáo chiến lược Real-time sử dụng CrewAI & NVIDIA NIM. 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AI Marketing Agent Dashboard V2.0\n\nObsidian Intelligence System là bản refactor của hệ thống marketing intelligence theo hướng backend-first:\n\n- FastAPI backend với contract API rõ ràng\n- Multi-agent pipeline có `run_id`, trạng thái, agent logs, dashboard artifacts và report artifacts\n- KPI marketing được tính deterministic bằng Python, không giao cho LLM\n- Model router: NVIDIA primary, OpenRouter fallback, có mock mode và throttle cho NVIDIA\n- React/Vite frontend với dashboard dark cyber-enterprise và Chart.js\n\n## Kiến trúc\n\n- [app.py](C:/Users/Ngoc%20Tan/.codex/worktrees/a9ea/01_AI%20Agent%20System%20for%20Marketing%20and%20Reporting%20Automation/app.py): FastAPI app\n- [main.py](C:/Users/Ngoc%20Tan/.codex/worktrees/a9ea/01_AI%20Agent%20System%20for%20Marketing%20and%20Reporting%20Automation/main.py): CLI batch runner\n- [src/obsidian/schemas.py](C:/Users/Ngoc%20Tan/.codex/worktrees/a9ea/01_AI%20Agent%20System%20for%20Marketing%20and%20Reporting%20Automation/src/obsidian/schemas.py): Pydantic contracts\n- [src/obsidian/repository.py](C:/Users/Ngoc%20Tan/.codex/worktrees/a9ea/01_AI%20Agent%20System%20for%20Marketing%20and%20Reporting%20Automation/src/obsidian/repository.py): database/report persistence\n- [src/obsidian/metrics.py](C:/Users/Ngoc%20Tan/.codex/worktrees/a9ea/01_AI%20Agent%20System%20for%20Marketing%20and%20Reporting%20Automation/src/obsidian/metrics.py): deterministic KPI engine\n- [src/obsidian/llm.py](C:/Users/Ngoc%20Tan/.codex/worktrees/a9ea/01_AI%20Agent%20System%20for%20Marketing%20and%20Reporting%20Automation/src/obsidian/llm.py): model router và throttle\n- [src/obsidian/search.py](C:/Users/Ngoc%20Tan/.codex/worktrees/a9ea/01_AI%20Agent%20System%20for%20Marketing%20and%20Reporting%20Automation/src/obsidian/search.py): DDGS search wrapper\n- [src/obsidian/agents.py](C:/Users/Ngoc%20Tan/.codex/worktrees/a9ea/01_AI%20Agent%20System%20for%20Marketing%20and%20Reporting%20Automation/src/obsidian/agents.py): agent orchestration\n- [src/obsidian/pipeline.py](C:/Users/Ngoc%20Tan/.codex/worktrees/a9ea/01_AI%20Agent%20System%20for%20Marketing%20and%20Reporting%20Automation/src/obsidian/pipeline.py): pipeline service, state, artifacts\n- [frontend/src](C:/Users/Ngoc%20Tan/.codex/worktrees/a9ea/01_AI%20Agent%20System%20for%20Marketing%20and%20Reporting%20Automation/frontend/src): dashboard V2\n\n## API bắt buộc\n\n- `POST /api/run-pipeline`\n- `GET /api/pipeline-status`\n- `GET /api/agent-logs`\n- `GET /api/dashboard-data`\n- `GET /api/reports`\n- `GET /api/report/{id}`\n- `GET /api/model-info`\n- `GET /api/health`\n\n## Biến môi trường\n\nTạo `.env` từ `.env.example`.\n\nBiến chính:\n\n```env\nNVIDIA_NIM_API_KEY=\nNVIDIA_API_KEY=\nOPENROUTER_API_KEY=\nMODEL_PROVIDER=auto\nENABLE_MOCK_LLM=true\nDDGS_ENABLED=true\nNVIDIA_RPM_LIMIT=40\nOPENROUTER_MODEL_ID=openai/gpt-oss-120b:free\nOPENROUTER_MODEL_NAME=gpt-oss-120b (free)\nOPENROUTER_MODEL_CONTEXT_WINDOW=131K\nVITE_API_BASE_URL=\n```\n\n## Chạy local backend\n\n```bash\npython -m venv .venv\n.venv\\Scripts\\activate\npip install -r requirements.txt -r requirements-dev.txt\npython src/init_db.py\npython -m uvicorn app:app --reload --host 0.0.0.0 --port 8000\n```\n\n## Chạy local frontend\n\n```bash\ncd frontend\nnpm ci\nnpm run dev\n```\n\n`VITE_API_BASE_URL` có thể để trống để frontend dùng same-host relative path hoặc Vite proxy.\n\n## Chạy pipeline batch\n\nMock mode:\n\n```bash\nset ENABLE_MOCK_LLM=true\nset DDGS_ENABLED=false\npython main.py\n```\n\nLive mode:\n\n```bash\nset ENABLE_MOCK_LLM=false\nset DDGS_ENABLED=true\npython main.py\n```\n\n## Docker\n\n```bash\ndocker build -f infra/docker/Dockerfile .\ndocker build -f infra/docker/Dockerfile.worker .\ndocker compose -f infra/docker/docker-compose.yml up --build ai-marketing-web\n```\n\n## Test\n\n```bash\npython -m compileall app.py main.py src tests\npython -m pytest tests -q\ncd frontend\nnpm run build\n```\n\n## Report output\n\nReport chuẩn mới:\n\n1. Executive Summary\n2. Data Sources\n3. Campaign Performance Overview\n4. Product Performance Analysis\n5. Market & Technology Signals\n6. Key Charts Interpretation\n7. Strategic Insights\n8. Recommended Campaigns\n9. Product Focus Plan\n10. Risks & Limitations\n11. Next Actions\n","readmeExcerpt":"Obsidian Intelligence System - AI Marketing Agent Dashboard V2.0 Obsidian Intelligence System là bản refactor của hệ thống marketing intelligence theo hướng backend-first: - FastAPI backend với contract API rõ ràng - Multi-agent pipeline có run_id, trạng thái, agent logs, dashboard artifacts và report artifacts - KPI marketing được tính deterministic bằng Python, không giao cho LLM - Model router: NVIDIA primary, Ope","codeSnippets":[],"executableExamples":[{"language":"env","snippet":"NVIDIA_NIM_API_KEY=\nNVIDIA_API_KEY=\nOPENROUTER_API_KEY=\nMODEL_PROVIDER=auto\nENABLE_MOCK_LLM=true\nDDGS_ENABLED=true\nNVIDIA_RPM_LIMIT=40\nOPENROUTER_MODEL_ID=openai/gpt-oss-120b:free\nOPENROUTER_MODEL_NAME=gpt-oss-120b (free)\nOPENROUTER_MODEL_CONTEXT_WINDOW=131K\nVITE_API_BASE_URL="},{"language":"bash","snippet":"python -m venv .venv\n.venv\\Scripts\\activate\npip install -r requirements.txt -r requirements-dev.txt\npython src/init_db.py\npython -m uvicorn app:app --reload --host 0.0.0.0 --port 8000"},{"language":"bash","snippet":"cd frontend\nnpm ci\nnpm run dev"},{"language":"bash","snippet":"set ENABLE_MOCK_LLM=true\nset DDGS_ENABLED=false\npython main.py"},{"language":"bash","snippet":"set ENABLE_MOCK_LLM=false\nset DDGS_ENABLED=true\npython main.py"},{"language":"bash","snippet":"docker build -f infra/docker/Dockerfile .\ndocker build -f infra/docker/Dockerfile.worker .\ndocker compose -f infra/docker/docker-compose.yml up --build ai-marketing-web"}],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":["python"],"docsSourceLabel":"GITHUB REPOS","editorialOverview":"Hệ thống Multi-Agent AI tự động hóa quy trình phân tích thị trường smartphone, tối ưu hóa chiến dịch Marketing và lập báo cáo chiến lược Real-time sử dụng CrewAI & NVIDIA NIM. 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