pip install chromadb

[109702008]

>pip install chromadb
Collecting chromadb
  Downloading chromadb-0.5.0-py3-none-any.whl.metadata (7.3 kB)
Collecting build>=1.0.3 (from chromadb)
  Downloading build-1.2.1-py3-none-any.whl.metadata (4.3 kB)
Requirement already satisfied: requests>=2.28 in d:\python312\lib\site-packages (from chromadb) (2.31.0)
Requirement already satisfied: pydantic>=1.9 in d:\python312\lib\site-packages (from chromadb) (2.7.1)
Collecting chroma-hnswlib==0.7.3 (from chromadb)
  Downloading chroma-hnswlib-0.7.3.tar.gz (31 kB)
  Installing build dependencies ... done
  Getting requirements to build wheel ... done
  Preparing metadata (pyproject.toml) ... done
Requirement already satisfied: fastapi>=0.95.2 in d:\python312\lib\site-packages (from chromadb) (0.110.3)
Requirement already satisfied: uvicorn>=0.18.3 in d:\python312\lib\site-packages (from uvicorn[standard]>=0.18.3->chromadb) (0.23.2)
Requirement already satisfied: numpy>=1.22.5 in d:\python312\lib\site-packages (from chromadb) (1.26.3)
Collecting posthog>=2.4.0 (from chromadb)
  Downloading posthog-3.5.0-py2.py3-none-any.whl.metadata (2.0 kB)
Requirement already satisfied: typing-extensions>=4.5.0 in d:\python312\lib\site-packages (from chromadb) (4.11.0)
Collecting onnxruntime>=1.14.1 (from chromadb)
  Downloading onnxruntime-1.18.0-cp312-cp312-win_amd64.whl.metadata (4.4 kB)
Collecting opentelemetry-api>=1.2.0 (from chromadb)
  Downloading opentelemetry_api-1.24.0-py3-none-any.whl.metadata (1.3 kB)
Collecting opentelemetry-exporter-otlp-proto-grpc>=1.2.0 (from chromadb)
  Downloading opentelemetry_exporter_otlp_proto_grpc-1.24.0-py3-none-any.whl.metadata (2.2 kB)
Collecting opentelemetry-instrumentation-fastapi>=0.41b0 (from chromadb)
  Downloading opentelemetry_instrumentation_fastapi-0.45b0-py3-none-any.whl.metadata (2.0 kB)
Collecting opentelemetry-sdk>=1.2.0 (from chromadb)
  Downloading opentelemetry_sdk-1.24.0-py3-none-any.whl.metadata (1.4 kB)
Requirement already satisfied: tokenizers>=0.13.2 in d:\python312\lib\site-packages (from chromadb) (0.15.2)
Collecting pypika>=0.48.9 (from chromadb)
  Downloading PyPika-0.48.9.tar.gz (67 kB)
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  Installing build dependencies ... done
  Getting requirements to build wheel ... done
  Installing backend dependencies ... done
  Preparing metadata (pyproject.toml) ... done
Requirement already satisfied: tqdm>=4.65.0 in d:\python312\lib\site-packages (from chromadb) (4.66.2)
Collecting overrides>=7.3.1 (from chromadb)
  Downloading overrides-7.7.0-py3-none-any.whl.metadata (5.8 kB)
Collecting importlib-resources (from chromadb)
  Downloading importlib_resources-6.4.0-py3-none-any.whl.metadata (3.9 kB)
Requirement already satisfied: grpcio>=1.58.0 in d:\python312\lib\site-packages (from chromadb) (1.62.1)
Collecting bcrypt>=4.0.1 (from chromadb)
  Downloading bcrypt-4.1.3-cp39-abi3-win_amd64.whl.metadata (9.8 kB)
Requirement already satisfied: typer>=0.9.0 in d:\python312\lib\site-packages (from chromadb) (0.9.4)
Collecting kubernetes>=28.1.0 (from chromadb)
  Downloading kubernetes-29.0.0-py2.py3-none-any.whl.metadata (1.5 kB)
Requirement already satisfied: tenacity>=8.2.3 in d:\python312\lib\site-packages (from chromadb) (8.3.0)
Requirement already satisfied: PyYAML>=6.0.0 in d:\python312\lib\site-packages (from chromadb) (6.0.1)
Collecting mmh3>=4.0.1 (from chromadb)
  Downloading mmh3-4.1.0-cp312-cp312-win_amd64.whl.metadata (13 kB)
Requirement already satisfied: orjson>=3.9.12 in d:\python312\lib\site-packages (from chromadb) (3.10.3)
Requirement already satisfied: packaging>=19.1 in d:\python312\lib\site-packages (from build>=1.0.3->chromadb) (23.2)
Collecting pyproject_hooks (from build>=1.0.3->chromadb)
  Downloading pyproject_hooks-1.1.0-py3-none-any.whl.metadata (1.3 kB)
Requirement already satisfied: colorama in c:\users\liang\appdata\roaming\python\python312\site-packages (from build>=1.0.3->chromadb) (0.4.6)
Requirement already satisfied: starlette<0.38.0,>=0.37.2 in d:\python312\lib\site-packages (from fastapi>=0.95.2->chromadb) (0.37.2)
Requirement already satisfied: certifi>=14.05.14 in d:\python312\lib\site-packages (from kubernetes>=28.1.0->chromadb) (2024.2.2)
Requirement already satisfied: six>=1.9.0 in d:\python312\lib\site-packages (from kubernetes>=28.1.0->chromadb) (1.16.0)
Requirement already satisfied: python-dateutil>=2.5.3 in d:\python312\lib\site-packages (from kubernetes>=28.1.0->chromadb) (2.8.2)
Collecting google-auth>=1.0.1 (from kubernetes>=28.1.0->chromadb)
  Downloading google_auth-2.29.0-py2.py3-none-any.whl.metadata (4.7 kB)
Collecting websocket-client!=0.40.0,!=0.41.*,!=0.42.*,>=0.32.0 (from kubernetes>=28.1.0->chromadb)
  Downloading websocket_client-1.8.0-py3-none-any.whl.metadata (8.0 kB)
Collecting requests-oauthlib (from kubernetes>=28.1.0->chromadb)
  Downloading requests_oauthlib-2.0.0-py2.py3-none-any.whl.metadata (11 kB)
Collecting oauthlib>=3.2.2 (from kubernetes>=28.1.0->chromadb)
  Downloading oauthlib-3.2.2-py3-none-any.whl.metadata (7.5 kB)
Requirement already satisfied: urllib3>=1.24.2 in d:\python312\lib\site-packages (from kubernetes>=28.1.0->chromadb) (2.2.1)
Collecting coloredlogs (from onnxruntime>=1.14.1->chromadb)
  Downloading coloredlogs-15.0.1-py2.py3-none-any.whl.metadata (12 kB)
Requirement already satisfied: flatbuffers in d:\python312\lib\site-packages (from onnxruntime>=1.14.1->chromadb) (24.3.25)
Collecting numpy>=1.22.5 (from chromadb)
  Using cached numpy-1.26.4-cp312-cp312-win_amd64.whl.metadata (61 kB)
Requirement already satisfied: protobuf in d:\python312\lib\site-packages (from onnxruntime>=1.14.1->chromadb) (4.25.3)
Requirement already satisfied: sympy in d:\python312\lib\site-packages (from onnxruntime>=1.14.1->chromadb) (1.12)
Collecting deprecated>=1.2.6 (from opentelemetry-api>=1.2.0->chromadb)
  Downloading Deprecated-1.2.14-py2.py3-none-any.whl.metadata (5.4 kB)
Collecting importlib-metadata<=7.0,>=6.0 (from opentelemetry-api>=1.2.0->chromadb)
  Downloading importlib_metadata-7.0.0-py3-none-any.whl.metadata (4.9 kB)
Collecting googleapis-common-protos~=1.52 (from opentelemetry-exporter-otlp-proto-grpc>=1.2.0->chromadb)
  Downloading googleapis_common_protos-1.63.0-py2.py3-none-any.whl.metadata (1.5 kB)
Collecting opentelemetry-exporter-otlp-proto-common==1.24.0 (from opentelemetry-exporter-otlp-proto-grpc>=1.2.0->chromadb)
  Downloading opentelemetry_exporter_otlp_proto_common-1.24.0-py3-none-any.whl.metadata (1.7 kB)
Collecting opentelemetry-proto==1.24.0 (from opentelemetry-exporter-otlp-proto-grpc>=1.2.0->chromadb)
  Downloading opentelemetry_proto-1.24.0-py3-none-any.whl.metadata (2.2 kB)
Collecting opentelemetry-instrumentation-asgi==0.45b0 (from opentelemetry-instrumentation-fastapi>=0.41b0->chromadb)
  Downloading opentelemetry_instrumentation_asgi-0.45b0-py3-none-any.whl.metadata (1.9 kB)
Collecting opentelemetry-instrumentation==0.45b0 (from opentelemetry-instrumentation-fastapi>=0.41b0->chromadb)
  Downloading opentelemetry_instrumentation-0.45b0-py3-none-any.whl.metadata (6.1 kB)
Collecting opentelemetry-semantic-conventions==0.45b0 (from opentelemetry-instrumentation-fastapi>=0.41b0->chromadb)
  Downloading opentelemetry_semantic_conventions-0.45b0-py3-none-any.whl.metadata (2.2 kB)
Collecting opentelemetry-util-http==0.45b0 (from opentelemetry-instrumentation-fastapi>=0.41b0->chromadb)
  Downloading opentelemetry_util_http-0.45b0-py3-none-any.whl.metadata (2.4 kB)
Requirement already satisfied: setuptools>=16.0 in d:\python312\lib\site-packages (from opentelemetry-instrumentation==0.45b0->opentelemetry-instrumentation-fastapi>=0.41b0->chromadb) (69.2.0)
Requirement already satisfied: wrapt<2.0.0,>=1.0.0 in d:\python312\lib\site-packages (from opentelemetry-instrumentation==0.45b0->opentelemetry-instrumentation-fastapi>=0.41b0->chromadb) (1.16.0)
Collecting asgiref~=3.0 (from opentelemetry-instrumentation-asgi==0.45b0->opentelemetry-instrumentation-fastapi>=0.41b0->chromadb)
  Downloading asgiref-3.8.1-py3-none-any.whl.metadata (9.3 kB)
Collecting monotonic>=1.5 (from posthog>=2.4.0->chromadb)
  Downloading monotonic-1.6-py2.py3-none-any.whl.metadata (1.5 kB)
Collecting backoff>=1.10.0 (from posthog>=2.4.0->chromadb)
  Downloading backoff-2.2.1-py3-none-any.whl.metadata (14 kB)
Requirement already satisfied: annotated-types>=0.4.0 in d:\python312\lib\site-packages (from pydantic>=1.9->chromadb) (0.7.0)
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Requirement already satisfied: charset-normalizer<4,>=2 in d:\python312\lib\site-packages (from requests>=2.28->chromadb) (3.3.2)
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Requirement already satisfied: huggingface_hub<1.0,>=0.16.4 in d:\python312\lib\site-packages (from tokenizers>=0.13.2->chromadb) (0.22.2)
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Requirement already satisfied: h11>=0.8 in d:\python312\lib\site-packages (from uvicorn>=0.18.3->uvicorn[standard]>=0.18.3->chromadb) (0.14.0)
Collecting httptools>=0.5.0 (from uvicorn[standard]>=0.18.3->chromadb)
  Downloading httptools-0.6.1-cp312-cp312-win_amd64.whl.metadata (3.7 kB)
Collecting python-dotenv>=0.13 (from uvicorn[standard]>=0.18.3->chromadb)
  Downloading python_dotenv-1.0.1-py3-none-any.whl.metadata (23 kB)
Collecting watchfiles>=0.13 (from uvicorn[standard]>=0.18.3->chromadb)
  Downloading watchfiles-0.21.0-cp312-none-win_amd64.whl.metadata (5.0 kB)
Collecting websockets>=10.4 (from uvicorn[standard]>=0.18.3->chromadb)
  Downloading websockets-12.0-cp312-cp312-win_amd64.whl.metadata (6.8 kB)
Collecting cachetools<6.0,>=2.0.0 (from google-auth>=1.0.1->kubernetes>=28.1.0->chromadb)
  Downloading cachetools-5.3.3-py3-none-any.whl.metadata (5.3 kB)
Collecting pyasn1-modules>=0.2.1 (from google-auth>=1.0.1->kubernetes>=28.1.0->chromadb)
  Downloading pyasn1_modules-0.4.0-py3-none-any.whl.metadata (3.4 kB)
Collecting rsa<5,>=3.1.4 (from google-auth>=1.0.1->kubernetes>=28.1.0->chromadb)
  Downloading rsa-4.9-py3-none-any.whl.metadata (4.2 kB)
Requirement already satisfied: filelock in d:\python312\lib\site-packages (from huggingface_hub<1.0,>=0.16.4->tokenizers>=0.13.2->chromadb) (3.13.3)
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Collecting zipp>=0.5 (from importlib-metadata<=7.0,>=6.0->opentelemetry-api>=1.2.0->chromadb)
  Downloading zipp-3.18.2-py3-none-any.whl.metadata (3.5 kB)
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Collecting humanfriendly>=9.1 (from coloredlogs->onnxruntime>=1.14.1->chromadb)
  Downloading humanfriendly-10.0-py2.py3-none-any.whl.metadata (9.2 kB)
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Collecting pyreadline3 (from humanfriendly>=9.1->coloredlogs->onnxruntime>=1.14.1->chromadb)
  Downloading pyreadline3-3.4.1-py3-none-any.whl.metadata (2.0 kB)
Collecting pyasn1<0.7.0,>=0.4.6 (from pyasn1-modules>=0.2.1->google-auth>=1.0.1->kubernetes>=28.1.0->chromadb)
  Downloading pyasn1-0.6.0-py2.py3-none-any.whl.metadata (8.3 kB)
Downloading chromadb-0.5.0-py3-none-any.whl (526 kB)
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Downloading bcrypt-4.1.3-cp39-abi3-win_amd64.whl (158 kB)
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Downloading mmh3-4.1.0-cp312-cp312-win_amd64.whl (31 kB)
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Downloading pyreadline3-3.4.1-py3-none-any.whl (95 kB)
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Building wheels for collected packages: chroma-hnswlib, pypika
  Building wheel for chroma-hnswlib (pyproject.toml) ... done
  Created wheel for chroma-hnswlib: filename=chroma_hnswlib-0.7.3-cp312-cp312-win_amd64.whl size=153390 sha256=e3de25f6fb505b675eba60c7519bbdc8b07eba24a7dce55d63e986cfc03f765b
  Stored in directory: c:\users\liang\appdata\local\pip\cache\wheels\6d\14\b5\68c4f2e056600c0348a94efba92dc975686ab72b714e0ca3d6
  Building wheel for pypika (pyproject.toml) ... done
  Created wheel for pypika: filename=PyPika-0.48.9-py2.py3-none-any.whl size=53835 sha256=8544a05ab29630d19985a4313d9239d40183fe20e7f1381ff2a4ca1e392c6d7c
  Stored in directory: c:\users\liang\appdata\local\pip\cache\wheels\d5\3d\69\8d68d249cd3de2584f226e27fd431d6344f7d70fd856ebd01b
Successfully built chroma-hnswlib pypika
Installing collected packages: pyreadline3, pypika, monotonic, mmh3, zipp, websockets, websocket-client, python-dotenv, pyproject_hooks, pyasn1, overrides, opentelemetry-util-http, opentelemetry-semantic-conventions, opentelemetry-proto, oauthlib, numpy, importlib-resources, humanfriendly, httptools, googleapis-common-protos, deprecated, cachetools, bcrypt, backoff, asgiref, watchfiles, rsa, requests-oauthlib, pyasn1-modules, posthog, opentelemetry-exporter-otlp-proto-common, importlib-metadata, coloredlogs, chroma-hnswlib, build, opentelemetry-api, onnxruntime, google-auth, opentelemetry-sdk, opentelemetry-instrumentation, kubernetes, opentelemetry-instrumentation-asgi, opentelemetry-exporter-otlp-proto-grpc, opentelemetry-instrumentation-fastapi, chromadb
  Attempting uninstall: numpy
    Found existing installation: numpy 1.26.3
    Uninstalling numpy-1.26.3:
      Successfully uninstalled numpy-1.26.3
Successfully installed asgiref-3.8.1 backoff-2.2.1 bcrypt-4.1.3 build-1.2.1 cachetools-5.3.3 chroma-hnswlib-0.7.3 chromadb-0.5.0 coloredlogs-15.0.1 deprecated-1.2.14 google-auth-2.29.0 googleapis-common-protos-1.63.0 httptools-0.6.1 humanfriendly-10.0 importlib-metadata-7.0.0 importlib-resources-6.4.0 kubernetes-29.0.0 mmh3-4.1.0 monotonic-1.6 numpy-1.26.4 oauthlib-3.2.2 onnxruntime-1.18.0 opentelemetry-api-1.24.0 opentelemetry-exporter-otlp-proto-common-1.24.0 opentelemetry-exporter-otlp-proto-grpc-1.24.0 opentelemetry-instrumentation-0.45b0 opentelemetry-instrumentation-asgi-0.45b0 opentelemetry-instrumentation-fastapi-0.45b0 opentelemetry-proto-1.24.0 opentelemetry-sdk-1.24.0 opentelemetry-semantic-conventions-0.45b0 opentelemetry-util-http-0.45b0 overrides-7.7.0 posthog-3.5.0 pyasn1-0.6.0 pyasn1-modules-0.4.0 pypika-0.48.9 pyproject_hooks-1.1.0 pyreadline3-3.4.1 python-dotenv-1.0.1 requests-oauthlib-2.0.0 rsa-4.9 watchfiles-0.21.0 websocket-client-1.8.0 websockets-12.0 zipp-3.18.2