Enterprise RAG Pipeline
Production-ready RAG pipeline with ingestion, chunking, embedding, retrieval, and generation.
RAGAWSSecurity
Architecture Lab
Architecture Lab
Real-world AI system diagrams, patterns, and reference architectures you can learn from, adapt, and build on.
- Production-grade architectures used in real projects
- End-to-end diagrams with components & data flows
- Downloadable references and implementation notes
9 Reference Architectures
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Featured Architecture
Multi-Agent System for IT Operations Automation
Sources
Alerts (PagerDuty)Tickets (ServiceNow)Metrics (Prometheus)Logs (CloudWatch)
Ingestion Layer
Event CollectorStream (Kafka)
Orchestration Layer
Supervisor AgentRouting AgentPlanning AgentMemory Agent
Specialist Agents
Incident Triage AgentRoot Cause Analysis AgentResolution AgentKnowledge Agent
Actions
Create TicketRunbook ExecutionNotificationsAuto Remediation
Memory & Knowledge
Vector DB (Pinecone)Knowledge Base (S3)Conversation Memory (Redis)
Observability
TracingMetricsLogs
An end-to-end multi-agent architecture that autonomously triages, analyzes, and resolves IT operations incidents with human-in-the-loop guardrails and observability.
Filter by Topic
Multi-Agent Orchestration
Supervisor → Agents → Tools pattern with memory, planning, and tool-use.
Multi-AgentOrchestrationTools
LLM Gateway
Centralized gateway for LLM routing, guardrails, rate limiting, caching & cost optimization.
LLMOpsGatewaySecurity
LLM Gateway v2
Centralized gateway with cost controls, budget-aware routing, and semantic caching.
LLMOpsRoutingCost
Evaluation & Observability Stack
End-to-end evals, tracing, metrics, feedback loops, and model monitoring.
TracesEvalsFeedback
Secure GenAI on AWS
Secure, compliant GenAI architecture on AWS with private networking and guardrails.
AWSSecurityVPC
Hybrid Search Architecture
Combine keyword, vector, and reranking for high-quality retrieval at scale.
SearchHybridRerank
RAG Evaluation Pipeline
Golden datasets, LLM judges, and CI gates for measurable retrieval quality.
EvaluationRAGCI/CD
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