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Update backend tracing of crewai with litellm (#2)
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Todo List for Phoenix Observability on Hugging Face Spaces with CrewAI

  • Read the tutorial: https://huggingface.co/learn/cookbook/phoenix_observability_on_hf_spaces
  • Understand the steps to set up Phoenix observability dashboard on HF Spaces
  • Create a new Hugging Face Space (if not already existing) for the observability dashboard (space already exists: RCaz/phoenix-arize-observability)
  • Set up the Space with necessary dependencies (phoenix, crewai, etc.)
  • Write a basic CrewAI agent/task script
  • Configure CrewAI telemetry to export traces to the Phoenix endpoint (pointing at https://huggingface.co/spaces/RCaz/phoenix-arize-observability?logs=container)
  • Test the setup by running the CrewAI script and verifying logs appear in the Phoenix UI
  • Adjust any configuration issues (ports, environment variables, etc.)
  • Document the process and update this todo list as progress is made
  • Optional: Enhance the CrewAI workflow with more complex tasks and monitoring