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LlamaIndex AgentWorkflow

LlamaIndex workflow framework for multi-agent systems with explicit handoff and tool routing.

verifiedRecently verifiedSource: llamaindex-docs
Health low (32)

Best for

  • RAG-native agents that require structured workflow control.

Limitations

  • Complex retrieval-heavy flows need careful memory and context controls.
  • Reliability depends on external model/tool stack quality.

Use carefully when

  • Single-turn assistants with no retrieval/tool requirements.

Quickstart

  1. Start with one retriever + one planner agent before scaling to specialist agents.

Setup checklist

  • • API key required: No
  • • SDK quality: medium
  • • Self-host difficulty: medium

Health Meter

  • • Setup complexity: 36
  • • Safety & misuse risk: 37
  • • License/compliance risk: 18

Good baseline for controlled deployment.

Capabilities

  • agentHandoffstrue
  • toolCallingtrue
  • retrievalIntegrationtrue
  • workflowStatetrue

Benchmarks

githubStars
47155
githubForks
6862
activeMaintainerSignal
89

Community reviews

0 reviews • avg -

Samples

Workflow snippet

retrieve -> reason -> call tool -> verify -> respond

Last verified: 25/2/2026, 3:45:28 am • Source: https://docs.llamaindex.ai/en/stable/understanding/agent/multi_agent/
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