Skip to content

docs: Clarify Arize tracing options #235

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Open
arizedatngo wants to merge 1 commit into
base: main
Choose a base branch
from
+10 −1
Open

docs: Clarify Arize tracing options #235

Changes from all commits
Commits
Show all changes
1 commit
Select commit
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
11 changes: 10 additions & 1 deletion docs/pyagentspec/source/agentspec/tracing.rst
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -1166,13 +1166,22 @@ Consuming traces (consumer example)
Interoperability examples
-------------------------

Agent Spec tracing can feed OpenInference-compatible Arize workflows. Use
`Arize Phoenix <https://arize.com/docs/phoenix>`_ for open-source local or
self-hosted tracing, and use
`Arize AX <https://arize.com/docs/ax/integrations/python-agent-frameworks/agentspec/agentspec-tracing>`_
for managed production observability and evaluation. The same traces can
support workflows such as
`agent evaluation <https://arize.com/guides/ai-agent-handbook/agent-evaluation/>`_
and `LLM evaluation <https://arize.com/resources/llm-evaluation/>`_.

Tracing with LangGraph

.. code-block:: python

from pyagentspec.adapters.langgraph import AgentSpecLoader
from openinference_spanprocessor import ArizePhoenixSpanProcessor
# Assuming this package implements a SpanProcessor that takes the Agent Spec Traces and sends them to a Phoenix Arize server
# Assuming this package implements a SpanProcessor that takes Agent Spec traces and sends them to Arize Phoenix

agent_json = read_json_file("my/agentspec/agent.json")
processor = ArizePhoenixSpanProcessor(mask_sensitive_information=False, project_name="agentspec-tracing-test")
Expand Down