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BeeAI Platform includes built-in observability through OpenTelemetry (OTLP), with Arize Phoenix available out-of-the-box for immediate use. Additional backends like Langfuse can be configured for advanced analytics.

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Quickstart

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Enable Phoenix Observability

1

Start platform with Phoenix enabled

beeai platform start --set phoenix.enabled=true
2

Access Phoenix UI

Navigate to http://localhost:6006 in your browser to view traces, spans, and LLM interactions.

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Advanced

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Configure Langfuse Integration

Langfuse is an LLM observability platform that can be integrated with the BeeAI Platform through OpenTelemetry.
1

Get Langfuse credentials

  1. Sign up at cloud.langfuse.com
  2. Create a project and generate API keys
  3. Encode your keys: echo -n "public_key:secret_key" | base64
2

Create a configuration file (config.yaml):

collector:
  exporters:
    otlphttp/langfuse:
      endpoint: "https://cloud.langfuse.com/api/public/otel" # EU data region
      headers:
        Authorization: "Basic <auth-string>"
  pipelines:
    traces:
      receivers: [ otlp ]
      processors: [ memory_limiter, filter/phoenix, batch ]
      exporters: [ otlphttp/langfuse ]
3

Start the platform with the configuration

beeai platform start -f config.yaml
4

Access Langfuse UI

Check your Langfuse project dashboard for incoming traces and metrics.

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Additional Resources

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