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Author:
None
License:
Elastic-2.0
Summary:
AI Observability and Evaluation
Latest version:
12.19.0
Required dependencies:
aioitertools
|
aiosqlite
|
alembic
|
arize-phoenix-client
|
arize-phoenix-evals
|
arize-phoenix-otel
|
authlib
|
cachetools
|
email-validator
|
fastapi
|
google-genai
|
grpc-interceptor
|
grpcio
|
httpx
|
jinja2
|
jmespath
|
numpy
|
openinference-instrumentation
|
openinference-semantic-conventions
|
opentelemetry-exporter-otlp
|
opentelemetry-proto
|
opentelemetry-sdk
|
opentelemetry-semantic-conventions
|
orjson
|
pandas
|
prometheus-client
|
protobuf
|
psutil
|
pyarrow
|
pydantic
|
python-dateutil
|
python-multipart
|
scikit-learn
|
scipy
|
sqlalchemy
|
sqlean-py
|
starlette
|
strawberry-graphql
|
tqdm
|
typing-extensions
|
uvicorn
|
uvloop
|
wrapt
Optional dependencies:
aiohttp
|
anthropic
|
arize
|
asgi-lifespan
|
asyncpg
|
azure-identity
|
boto3
|
faker
|
fast-hdbscan
|
gcsfs
|
google-cloud-aiplatform
|
grpc-interceptor
|
hatch
|
jupyter
|
langchain
|
litellm
|
llama-index
|
mypy
|
nbqa
|
numba
|
openai
|
opentelemetry-exporter-otlp
|
opentelemetry-instrumentation-fastapi
|
opentelemetry-instrumentation-grpc
|
opentelemetry-instrumentation-sqlalchemy
|
opentelemetry-proto
|
opentelemetry-sdk
|
opentelemetry-semantic-conventions
|
pandas
|
pandas-stubs
|
portpicker
|
pre-commit
|
prometheus-client
|
psycopg
|
py-grpc-prometheus
|
pytest
|
pytest-asyncio
|
pytest-cov
|
pytest-postgresql
|
pytest-xdist
|
ruff
|
strawberry-graphql
|
tabulate
|
tox
|
tox-uv
|
types-jsonschema
|
types-python-dateutil
|
types-tabulate
|
umap-learn
|
uv
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