> ## Documentation Index
> Fetch the complete documentation index at: https://phidatainc-agui.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# Observability

> Observability examples for tracing and monitoring Agno agents, teams, and workflows.

| Example                                                                                                                     | Description                                                                                  |
| --------------------------------------------------------------------------------------------------------------------------- | -------------------------------------------------------------------------------------------- |
| [AgentOps Integration](/examples/integrations/observability/agent-ops)                                                      | Demonstrates logging Agno model calls with AgentOps.                                         |
| [Arize Phoenix Project Routing](/examples/integrations/observability/arize-phoenix-moving-traces-to-different-projects)     | Demonstrates sending traces from different agents to different Phoenix projects.             |
| [Arize Phoenix Via OpenInference](/examples/integrations/observability/arize-phoenix-via-openinference)                     | Demonstrates instrumenting an Agno agent with OpenInference and sending traces to Phoenix.   |
| [Arize Phoenix Local Via OpenInference](/examples/integrations/observability/arize-phoenix-via-openinference-local)         | Demonstrates instrumenting an Agno agent and sending traces to a local Phoenix instance.     |
| [Atla Observability Integration](/examples/integrations/observability/atla-op)                                              | Demonstrates adding Atla observability to an Agno agent.                                     |
| [Langfuse Via OpenInference](/examples/integrations/observability/langfuse-via-openinference)                               | Demonstrates instrumenting an Agno agent with OpenInference and sending traces to Langfuse.  |
| [Langfuse Via Openinference Response Model](/examples/integrations/observability/langfuse-via-openinference-response-model) | Demonstrates Langfuse tracing for an Agno agent that returns structured output.              |
| [Langfuse Via OpenLIT](/examples/integrations/observability/langfuse-via-openlit)                                           | Demonstrates sending Agno traces to Langfuse through OpenLIT.                                |
| [LangSmith Via OpenInference](/examples/integrations/observability/langsmith-via-openinference)                             | Demonstrates instrumenting an Agno agent with OpenInference and sending traces to LangSmith. |
| [Langtrace Integration](/examples/integrations/observability/langtrace-op)                                                  | Demonstrates instrumenting an Agno agent with Langtrace.                                     |
| [LangWatch Integration](/examples/integrations/observability/langwatch-op)                                                  | Demonstrates instrumenting an Agno agent and sending traces to LangWatch.                    |
| [Latitude Via OpenInference](/examples/integrations/observability/latitude-via-openinference)                               | Demonstrates instrumenting an Agno agent with OpenInference and sending traces to Latitude.  |
| [Logfire Via OpenInference](/examples/integrations/observability/logfire-via-openinference)                                 | Demonstrates instrumenting an Agno agent with OpenInference and sending traces to Logfire.   |
| [Maxim Integration](/examples/integrations/observability/maxim-ops)                                                         | Demonstrates using Maxim to trace and log Agno agent and team calls.                         |
| [Opik Via OpenInference](/examples/integrations/observability/opik-via-openinference)                                       | Demonstrates instrumenting Agno with OpenTelemetry and exporting traces to Opik.             |
| [Trace To Database](/examples/integrations/observability/trace-to-database)                                                 | Demonstrates Agno's two-table trace design and how to inspect traces and spans.              |
| [Traceloop Integration](/examples/integrations/observability/traceloop-op)                                                  | Demonstrates wrapping Agno calls in Traceloop workflow spans.                                |
| [Weave Integration](/examples/integrations/observability/weave-op)                                                          | Demonstrates logging Agno model calls with Weave.                                            |
| [Teams](/examples/integrations/observability/teams/overview)                                                                | Examples for tracing multi-agent teams.                                                      |
| [Workflows](/examples/integrations/observability/workflows/overview)                                                        | Examples for tracing Agno workflows.                                                         |