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* Add 9 Arize LLM observability skills Add skills for Arize AI platform covering trace export, instrumentation, datasets, experiments, evaluators, AI provider integrations, annotations, prompt optimization, and deep linking to the Arize UI. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * Add 3 Phoenix AI observability skills Add skills for Phoenix (Arize open-source) covering CLI debugging, LLM evaluation workflows, and OpenInference tracing/instrumentation. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * Ignoring intentional bad spelling * Fix CI: remove .DS_Store from generated skills README and add codespell ignore Remove .DS_Store artifact from winmd-api-search asset listing in generated README.skills.md so it matches the CI Linux build output. Add queston to codespell ignore list (intentional misspelling example in arize-dataset skill). Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * Add arize-ax and phoenix plugins Bundle the 9 Arize skills into an arize-ax plugin and the 3 Phoenix skills into a phoenix plugin for easier installation as single packages. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * Fix skill folder structures to match source repos Move arize supporting files from references/ to root level and rename phoenix references/ to rules/ to exactly match the original source repository folder structures. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * Fixing file locations * Fixing readme --------- Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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1.4 KiB
Phoenix Tracing: Projects (Python)
Organize traces by application using projects (Phoenix's top-level grouping).
Overview
Projects group traces for a single application or experiment.
Use for: Environments (dev/staging/prod), A/B testing, versioning
Setup
Environment Variable (Recommended)
export PHOENIX_PROJECT_NAME="my-app-prod"
import os
os.environ["PHOENIX_PROJECT_NAME"] = "my-app-prod"
from phoenix.otel import register
register() # Uses "my-app-prod"
Code
from phoenix.otel import register
register(project_name="my-app-prod")
Use Cases
Environments:
# Dev, staging, prod
register(project_name="my-app-dev")
register(project_name="my-app-staging")
register(project_name="my-app-prod")
A/B Testing:
# Compare models
register(project_name="chatbot-gpt4")
register(project_name="chatbot-claude")
Versioning:
# Track versions
register(project_name="my-app-v1")
register(project_name="my-app-v2")
Switching Projects (Python Notebooks Only)
from openinference.instrumentation import dangerously_using_project
from phoenix.otel import register
register(project_name="my-app")
# Switch temporarily for evals
with dangerously_using_project("my-eval-project"):
run_evaluations()
⚠️ Only use in notebooks/scripts, not production.