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# Enhanced Sample Data for AI Diagram Generator
# Modern and practical AI-related sample data
CONCEPT_MAP_JSON = """
{
"central_node": "Generative AI Ecosystem",
"nodes": [
{
"id": "foundation_models",
"label": "Foundation Models",
"relationship": "powered by",
"subnodes": [
{
"id": "llm_models",
"label": "Large Language Models",
"relationship": "includes",
"subnodes": [
{
"id": "gpt_family",
"label": "GPT Family",
"relationship": "such as",
"subnodes": [
{
"id": "gpt4",
"label": "GPT-4",
"relationship": "latest version"
},
{
"id": "chatgpt",
"label": "ChatGPT",
"relationship": "application"
}
]
},
{
"id": "claude_family",
"label": "Claude Family",
"relationship": "such as",
"subnodes": [
{
"id": "claude3",
"label": "Claude 3 Opus",
"relationship": "advanced model"
},
{
"id": "claude_sonnet",
"label": "Claude Sonnet",
"relationship": "balanced model"
}
]
},
{
"id": "opensource_llm",
"label": "Open Source LLMs",
"relationship": "alternatives",
"subnodes": [
{
"id": "llama3",
"label": "LLaMA 3",
"relationship": "by Meta"
},
{
"id": "mistral",
"label": "Mistral 7B",
"relationship": "efficient"
}
]
}
]
},
{
"id": "multimodal_models",
"label": "Multimodal Models",
"relationship": "extends to",
"subnodes": [
{
"id": "vision_language",
"label": "Vision-Language Models",
"relationship": "including",
"subnodes": [
{
"id": "dall_e3",
"label": "DALL-E 3",
"relationship": "image generation"
},
{
"id": "midjourney",
"label": "Midjourney v6",
"relationship": "artistic creation"
}
]
},
{
"id": "video_models",
"label": "Video Generation",
"relationship": "emerging with",
"subnodes": [
{
"id": "sora",
"label": "Sora",
"relationship": "by OpenAI"
},
{
"id": "runway",
"label": "Runway Gen-2",
"relationship": "creative tools"
}
]
}
]
}
]
},
{
"id": "ai_applications",
"label": "Real-World Applications",
"relationship": "deployed in",
"subnodes": [
{
"id": "enterprise_ai",
"label": "Enterprise Solutions",
"relationship": "transforming",
"subnodes": [
{
"id": "ai_assistants",
"label": "AI Assistants",
"relationship": "like",
"subnodes": [
{
"id": "copilot",
"label": "GitHub Copilot",
"relationship": "code generation"
},
{
"id": "duet_ai",
"label": "Google Duet AI",
"relationship": "workspace integration"
}
]
},
{
"id": "automation",
"label": "Process Automation",
"relationship": "through",
"subnodes": [
{
"id": "rpa_ai",
"label": "AI-Enhanced RPA",
"relationship": "intelligent automation"
},
{
"id": "document_ai",
"label": "Document Intelligence",
"relationship": "data extraction"
}
]
}
]
},
{
"id": "creative_ai",
"label": "Creative Industries",
"relationship": "revolutionizing",
"subnodes": [
{
"id": "content_creation",
"label": "Content Generation",
"relationship": "enabling",
"subnodes": [
{
"id": "marketing_ai",
"label": "Marketing Copy",
"relationship": "automated creation"
},
{
"id": "game_assets",
"label": "Game Asset Generation",
"relationship": "procedural design"
}
]
}
]
}
]
},
{
"id": "ai_infrastructure",
"label": "AI Infrastructure",
"relationship": "supported by",
"subnodes": [
{
"id": "compute_resources",
"label": "Compute Resources",
"relationship": "requiring",
"subnodes": [
{
"id": "gpu_clusters",
"label": "GPU Clusters",
"relationship": "powered by",
"subnodes": [
{
"id": "nvidia_h100",
"label": "NVIDIA H100",
"relationship": "latest generation"
},
{
"id": "tpu_v5",
"label": "Google TPU v5",
"relationship": "specialized chips"
}
]
}
]
},
{
"id": "mlops_platform",
"label": "MLOps Platforms",
"relationship": "managed by",
"subnodes": [
{
"id": "model_serving",
"label": "Model Serving",
"relationship": "via",
"subnodes": [
{
"id": "huggingface",
"label": "Hugging Face",
"relationship": "model hub"
},
{
"id": "vertex_ai",
"label": "Vertex AI",
"relationship": "Google Cloud"
}
]
}
]
}
]
}
]
}
"""
SYNOPTIC_CHART_JSON = """
{
"central_node": "Modern AI Development Pipeline",
"nodes": [
{
"id": "phase1",
"label": "I. Data Engineering & Preparation",
"relationship": "begins with",
"subnodes": [
{
"id": "data_strategy",
"label": "1. Data Strategy",
"relationship": "establishing",
"subnodes": [
{"id": "data_sources", "label": "1.1. Multi-Source Integration", "relationship": "includes", "subnodes": []},
{"id": "data_governance", "label": "1.2. Privacy & Compliance", "relationship": "ensures", "subnodes": []}
]
},
{
"id": "data_pipeline",
"label": "2. Data Pipeline",
"relationship": "building",
"subnodes": [
{"id": "etl_process", "label": "2.1. ETL/ELT Workflows", "relationship": "implements", "subnodes": []},
{"id": "feature_store", "label": "2.2. Feature Store Setup", "relationship": "centralizes", "subnodes": []}
]
}
]
},
{
"id": "phase2",
"label": "II. Model Development & Training",
"relationship": "continues to",
"subnodes": [
{
"id": "experimentation",
"label": "1. Experimentation Platform",
"relationship": "enabling",
"subnodes": [
{"id": "experiment_tracking", "label": "1.1. MLflow/W&B Integration", "relationship": "tracks", "subnodes": []},
{"id": "hyperparameter_opt", "label": "1.2. AutoML & HPO", "relationship": "optimizes", "subnodes": []}
]
},
{
"id": "distributed_training",
"label": "2. Scalable Training",
"relationship": "leveraging",
"subnodes": [
{"id": "multi_gpu", "label": "2.1. Multi-GPU Training", "relationship": "accelerates", "subnodes": []},
{"id": "model_parallelism", "label": "2.2. Model Parallelism", "relationship": "enables", "subnodes": []}
]
}
]
},
{
"id": "phase3",
"label": "III. Deployment & Operations",
"relationship": "culminates in",
"subnodes": [
{
"id": "model_deployment",
"label": "1. Production Deployment",
"relationship": "implementing",
"subnodes": [
{"id": "edge_deployment", "label": "1.1. Edge Computing", "relationship": "optimizes", "subnodes": []},
{"id": "api_gateway", "label": "1.2. API Management", "relationship": "exposes", "subnodes": []}
]
},
{
"id": "monitoring_ops",
"label": "2. AI Operations",
"relationship": "maintaining",
"subnodes": [
{"id": "model_monitoring", "label": "2.1. Drift Detection", "relationship": "monitors", "subnodes": []},
{"id": "feedback_loop", "label": "2.2. Continuous Learning", "relationship": "improves", "subnodes": []}
]
}
]
}
]
}
"""
RADIAL_DIAGRAM_JSON = """
{
"central_node": "AI Innovation Hub",
"nodes": [
{
"id": "emerging_tech",
"label": "Emerging Technologies",
"relationship": "advancing through",
"subnodes": [
{"id": "quantum_ml", "label": "Quantum Machine Learning", "relationship": "breakthrough in", "subnodes": []},
{"id": "neuromorphic", "label": "Neuromorphic Computing", "relationship": "inspired by", "subnodes": []}
]
},
{
"id": "ai_safety",
"label": "AI Safety & Ethics",
"relationship": "ensuring through",
"subnodes": [
{"id": "alignment", "label": "AI Alignment Research", "relationship": "focusing on", "subnodes": []},
{"id": "explainable_ai", "label": "Explainable AI (XAI)", "relationship": "providing", "subnodes": []}
]
},
{
"id": "industry_impact",
"label": "Industry Transformation",
"relationship": "disrupting",
"subnodes": [
{"id": "healthcare_ai", "label": "AI in Healthcare", "relationship": "revolutionizing", "subnodes": []},
{"id": "fintech_ai", "label": "AI in Finance", "relationship": "automating", "subnodes": []}
]
},
{
"id": "research_frontiers",
"label": "Research Frontiers",
"relationship": "exploring",
"subnodes": [
{"id": "agi_research", "label": "AGI Development", "relationship": "pursuing", "subnodes": []},
{"id": "consciousness_ai", "label": "Machine Consciousness", "relationship": "investigating", "subnodes": []}
]
},
{
"id": "ai_ecosystem",
"label": "AI Ecosystem",
"relationship": "building",
"subnodes": [
{"id": "open_source", "label": "Open Source Community", "relationship": "contributing to", "subnodes": []},
{"id": "ai_startups", "label": "AI Startup Ecosystem", "relationship": "innovating in", "subnodes": []}
]
}
]
}
"""
PROCESS_FLOW_JSON = """
{
"start_node": "AI Request Initiated",
"nodes": [
{
"id": "auth_check",
"label": "Authentication & Rate Limiting",
"type": "process"
},
{
"id": "auth_valid",
"label": "Valid Request?",
"type": "decision"
},
{
"id": "request_router",
"label": "Request Router",
"type": "process"
},
{
"id": "cache_check",
"label": "Check Response Cache",
"type": "decision"
},
{
"id": "model_selector",
"label": "Model Selection Logic",
"type": "process"
},
{
"id": "load_balancer",
"label": "Load Balancer",
"type": "process"
},
{
"id": "inference_engine",
"label": "Run Inference",
"type": "process"
},
{
"id": "quality_check",
"label": "Quality Assessment",
"type": "decision"
},
{
"id": "post_processor",
"label": "Post-Processing & Filtering",
"type": "process"
},
{
"id": "response_cache",
"label": "Update Cache",
"type": "process"
},
{
"id": "analytics_log",
"label": "Log Analytics",
"type": "process"
},
{
"id": "deliver_response",
"label": "Deliver Response",
"type": "io"
},
{
"id": "error_handler",
"label": "Error Handler",
"type": "process"
},
{
"id": "fallback_model",
"label": "Fallback Model",
"type": "process"
},
{
"id": "end_process",
"label": "Complete",
"type": "end"
}
],
"connections": [
{"from": "start_node", "to": "auth_check", "label": "Begin"},
{"from": "auth_check", "to": "auth_valid", "label": "Verify"},
{"from": "auth_valid", "to": "request_router", "label": "Authorized"},
{"from": "auth_valid", "to": "error_handler", "label": "Denied"},
{"from": "request_router", "to": "cache_check", "label": "Route"},
{"from": "cache_check", "to": "deliver_response", "label": "Cache Hit"},
{"from": "cache_check", "to": "model_selector", "label": "Cache Miss"},
{"from": "model_selector", "to": "load_balancer", "label": "Selected"},
{"from": "load_balancer", "to": "inference_engine", "label": "Assigned"},
{"from": "inference_engine", "to": "quality_check", "label": "Generated"},
{"from": "quality_check", "to": "post_processor", "label": "Pass"},
{"from": "quality_check", "to": "fallback_model", "label": "Fail"},
{"from": "fallback_model", "to": "post_processor", "label": "Retry"},
{"from": "post_processor", "to": "response_cache", "label": "Processed"},
{"from": "response_cache", "to": "analytics_log", "label": "Cached"},
{"from": "analytics_log", "to": "deliver_response", "label": "Logged"},
{"from": "deliver_response", "to": "end_process", "label": "Delivered"},
{"from": "error_handler", "to": "end_process", "label": "Handled"}
]
}
"""
WBS_DIAGRAM_JSON = """
{
"project_title": "Enterprise AI Platform Implementation",
"phases": [
{
"id": "phase_foundation",
"label": "Foundation & Architecture",
"tasks": [
{
"id": "task_requirements",
"label": "Requirements Analysis",
"subtasks": [
{
"id": "subtask_stakeholder",
"label": "Stakeholder Mapping",
"sub_subtasks": [
{
"id": "ss_task_interviews",
"label": "Executive Interviews",
"sub_sub_subtasks": [
{
"id": "sss_task_schedule",
"label": "Schedule Sessions",
"final_level_tasks": [
{"id": "ft_prep_materials", "label": "Prepare Materials"}
]
}
]
}
]
},
{
"id": "subtask_technical",
"label": "Technical Assessment",
"sub_subtasks": [
{
"id": "ss_task_infra",
"label": "Infrastructure Audit",
"sub_sub_subtasks": [
{
"id": "sss_task_compute",
"label": "Compute Resources",
"final_level_tasks": [
{"id": "ft_gpu_assessment", "label": "GPU Capacity Planning"}
]
}
]
}
]
}
]
},
{
"id": "task_architecture",
"label": "Solution Architecture",
"subtasks": [
{
"id": "subtask_design",
"label": "System Design",
"sub_subtasks": [
{
"id": "ss_task_microservices",
"label": "Microservices Architecture",
"sub_sub_subtasks": [
{
"id": "sss_task_api_design",
"label": "API Design",
"final_level_tasks": [
{"id": "ft_api_specs", "label": "OpenAPI Specifications"}
]
}
]
}
]
}
]
}
]
},
{
"id": "phase_implementation",
"label": "Core Implementation",
"tasks": [
{
"id": "task_data_platform",
"label": "Data Platform",
"subtasks": [
{
"id": "subtask_data_lake",
"label": "Data Lake Setup",
"sub_subtasks": [
{
"id": "ss_task_storage",
"label": "Storage Configuration",
"sub_sub_subtasks": [
{
"id": "sss_task_s3_setup",
"label": "S3 Bucket Setup",
"final_level_tasks": [
{"id": "ft_lifecycle_policies", "label": "Lifecycle Policies"}
]
}
]
}
]
},
{
"id": "subtask_streaming",
"label": "Real-time Pipeline",
"sub_subtasks": [
{
"id": "ss_task_kafka",
"label": "Kafka Implementation",
"sub_sub_subtasks": [
{
"id": "sss_task_topics",
"label": "Topic Design",
"final_level_tasks": [
{"id": "ft_schema_registry", "label": "Schema Registry"}
]
}
]
}
]
}
]
},
{
"id": "task_ml_platform",
"label": "ML Platform",
"subtasks": [
{
"id": "subtask_mlops",
"label": "MLOps Setup",
"sub_subtasks": [
{
"id": "ss_task_ci_cd",
"label": "CI/CD Pipeline",
"sub_sub_subtasks": [
{
"id": "sss_task_github_actions",
"label": "GitHub Actions",
"final_level_tasks": [
{"id": "ft_model_registry", "label": "Model Registry Integration"}
]
}
]
}
]
}
]
}
]
},
{
"id": "phase_deployment",
"label": "Deployment & Operations",
"tasks": [
{
"id": "task_production",
"label": "Production Deployment",
"subtasks": [
{
"id": "subtask_kubernetes",
"label": "Kubernetes Orchestration",
"sub_subtasks": [
{
"id": "ss_task_helm",
"label": "Helm Charts",
"sub_sub_subtasks": [
{
"id": "sss_task_autoscaling",
"label": "Auto-scaling Config",
"final_level_tasks": [
{"id": "ft_hpa_setup", "label": "HPA Configuration"}
]
}
]
}
]
},
{
"id": "subtask_monitoring",
"label": "Observability Stack",
"sub_subtasks": [
{
"id": "ss_task_prometheus",
"label": "Prometheus Setup",
"sub_sub_subtasks": [
{
"id": "sss_task_grafana",
"label": "Grafana Dashboards",
"final_level_tasks": [
{"id": "ft_alert_rules", "label": "Alert Configuration"}
]
}
]
}
]
}
]
}
]
}
]
}
""" |