Technologies/LlamaIndex/llama_index.agent.tool.calls
LlamaIndexLlamaIndexMetric

llama_index.agent.tool.calls

Agent tool calls
Dimensions:None
Available on:OpenTelemetryOpenTelemetry (1)
Interface Metrics (1)
OpenTelemetryOpenTelemetry
Number of tool calls made by agents
Dimensions:None
Sources
llama_index.agent.tool.callsgithub.com
Related Insights (2)
LlamaIndex Agent Workflow Observability Gapcritical

Multi-agent LlamaIndex systems lack visibility into agent handoffs, tool execution timing, and workflow failures without proper instrumentation, leading to slow debugging and degraded production reliability.

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LlamaIndex Agent Tool Execution Bottleneckwarning

Agent tool calls introduce significant latency due to slow external APIs, inefficient implementations, or excessive tool invocations, degrading overall agent responsiveness.

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