{"library":"arize","type":"library","category":null,"description":"Python SDK for interacting with Arize AX — Arize's enterprise AI engineering platform. IMPORTANT: The 'arize' package covers two separate product tracks with distinct APIs that coexist in the same package. (1) arize.api.Client / arize.ml — the v7 legacy ML monitoring SDK for logging predictions, actuals, embeddings, and drift data to the Arize ML platform. (2) arize.ArizeClient — the v8 LLM/agent observability API for tracing spans, evaluations, and datasets. v7 and v8 are NOT interchangeable. v7 support ends June 1, 2026. Also note: 'arize-phoenix' is a SEPARATE package — Phoenix is Arize's open-source observability tool. Do not conflate arize (enterprise cloud) with arize-phoenix (OSS self-hosted).","language":"python","status":"active","version":"8.2.0","tags":["arize","observability","llm-monitoring","tracing","evaluation","ml-monitoring","opentelemetry","openinference","enterprise"],"last_verified":"Tue Jun 09","install":[{"cmd":"pip install arize","imports":["from arize import ArizeClient","from arize.api import Client","from arize.otel import register"]},{"cmd":"pip install 'arize[Tracing]'","imports":[]},{"cmd":"pip install 'arize[NLP_Metrics]'","imports":[]}],"homepage":"https://arize.com","github":"https://github.com/Arize-ai/client_python","docs":"https://docs.arize.com/arize","changelog":"https://github.com/Arize-ai/client_python/blob/main/CHANGELOG.md","pypi":"https://pypi.org/project/arize/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":90,"avg_install_s":15,"avg_import_s":5.08,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/arize/compatibility"}}