# 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"} ] } ] } ] } ] } ] } ] } """