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Author: Jina AI
License: Apache 2.0
Summary: Multimodal AI services & pipelines with cloud-native stack: gRPC, Kubernetes, Docker, OpenTelemetry, Prometheus, Jaeger, etc.
Latest version: 3.33.1
Required dependencies: aiofiles | aiohttp | docarray | docker | fastapi | filelock | grpcio | grpcio-health-checking | grpcio-reflection | jcloud | jina-hubble-sdk | numpy | opentelemetry-api | opentelemetry-exporter-otlp | opentelemetry-exporter-otlp-proto-grpc | opentelemetry-exporter-prometheus | opentelemetry-instrumentation-aiohttp-client | opentelemetry-instrumentation-fastapi | opentelemetry-instrumentation-grpc | opentelemetry-sdk | packaging | pathspec | prometheus_client | protobuf | pydantic | python-multipart | pyyaml | requests | urllib3 | uvicorn | uvloop | websockets
Optional dependencies: aiofiles | aiohttp | black | bs4 | coverage | docarray | docker | fastapi | filelock | flaky | grpcio | grpcio-health-checking | grpcio-reflection | jcloud | jina-hubble-sdk | jsonschema | kubernetes | mock | numpy | opentelemetry-api | opentelemetry-exporter-otlp | opentelemetry-exporter-otlp-proto-grpc | opentelemetry-exporter-prometheus | opentelemetry-instrumentation-aiohttp-client | opentelemetry-instrumentation-fastapi | opentelemetry-instrumentation-grpc | opentelemetry-sdk | opentelemetry-test-utils | packaging | pathspec | pillow | portforward | prometheus-api-client | prometheus_client | protobuf | psutil | pydantic | pytest | pytest-asyncio | pytest-cov | pytest-custom_exit_code | pytest-kind | pytest-lazy-fixture | pytest-mock | pytest-repeat | pytest-reraise | pytest-timeout | python-multipart | pyyaml | requests | requests-mock | scipy | sgqlc | strawberry-graphql | tensorflow | torch | urllib3 | uvicorn | uvloop | watchfiles | websockets

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