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Venkat AI Platform

Principal-architect multi-agent OS — not a chatbot wrapper.

Three LangGraph orchestrators, seven RAG strategies, loop patterns (ReAct · Reflection · Plan-Execute), and gateway-wrapped delivery to Slack, Telegram, and WhatsApp.

In one sentence

Multi-agent OS with three orchestrators, seven RAG strategies, and gateway-wrapped delivery.

Decision

LangGraph stateful graphs over linear chains — enterprise workflows need checkpoints and HITL.

Measured signal

16 routed intents · 7 retrieval strategies · AegisAI gateway on notify channels.

Honest limitation

Vector store optional on free tier; Enterprise RAG adapter bridges to governed RAG platform.

  • Platform · Deep Research · Architecture Review orchestrators
  • Enterprise RAG adapter as 7th retrieval strategy
  • AegisAI gateway on notify channels
  • Specialist agents: Web, Knowledge, Critic, Planner

Venkat AI Platform: multi-agent orchestration tour

Three LangGraph orchestrators, RAG lab, and gateway-wrapped notify channels.

Recording in progress. Subscribe on YouTube to get notified when this walkthrough publishes.

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Multi-agent reference topologyArchitecture
EXPERIENCECONTROL PLANEMODEL PLANEOBSERVABILITYUser / OpsPolicy & GuardrailsAegisAIOrchestratorLangGraphSpecialist AgentsHybrid RAGTools / APIsEvaluation GatesGateway / HITLLLM Gatewayaegis-llm-gatewaySemantic Cacheaegis-semantic-cacheTraces · Audit · FinOpstrace-linked LLMOps

FastAPI · Next.js · Vercel · Render · Qdrant