python chroma依赖包
【代码】python chroma依赖包。
·
[root@ip-10-136-43-185 ~]# pip install chromadb
Collecting chromadb
Downloading chromadb-1.0.15-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (19.5 MB)
|████████████████████████████████| 19.5 MB 15.7 MB/s
Collecting pypika>=0.48.9
Downloading PyPika-0.48.9.tar.gz (67 kB)
|████████████████████████████████| 67 kB 9.3 MB/s
Installing build dependencies ... done
Getting requirements to build wheel ... done
Preparing metadata (pyproject.toml) ... done
Collecting tokenizers>=0.13.2
Downloading tokenizers-0.21.2-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (3.1 MB)
|████████████████████████████████| 3.1 MB 12.0 MB/s
Collecting grpcio>=1.58.0
Downloading grpcio-1.73.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (6.0 MB)
|████████████████████████████████| 6.0 MB 13.5 MB/s
Collecting onnxruntime>=1.14.1
Downloading onnxruntime-1.19.2-cp39-cp39-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (13.2 MB)
|████████████████████████████████| 13.2 MB 29.7 MB/s
Collecting httpx>=0.27.0
Downloading httpx-0.28.1-py3-none-any.whl (73 kB)
|████████████████████████████████| 73 kB 3.7 MB/s
Requirement already satisfied: jsonschema>=4.19.0 in /usr/local/lib/python3.9/site-packages (from chromadb) (4.23.0)
Collecting opentelemetry-sdk>=1.2.0
Downloading opentelemetry_sdk-1.35.0-py3-none-any.whl (119 kB)
|████████████████████████████████| 119 kB 59.0 MB/s
Collecting importlib-resources
Downloading importlib_resources-6.5.2-py3-none-any.whl (37 kB)
Collecting opentelemetry-exporter-otlp-proto-grpc>=1.2.0
Downloading opentelemetry_exporter_otlp_proto_grpc-1.35.0-py3-none-any.whl (18 kB)
Collecting tenacity>=8.2.3
Downloading tenacity-9.1.2-py3-none-any.whl (28 kB)
Requirement already satisfied: typing-extensions>=4.5.0 in /usr/local/lib/python3.9/site-packages (from chromadb) (4.13.0)
Requirement already satisfied: rich>=10.11.0 in /usr/local/lib/python3.9/site-packages (from chromadb) (13.9.4)
Requirement already satisfied: pydantic>=1.9 in /usr/local/lib/python3.9/site-packages (from chromadb) (2.11.0)
Collecting build>=1.0.3
Downloading build-1.2.2.post1-py3-none-any.whl (22 kB)
Collecting bcrypt>=4.0.1
Downloading bcrypt-4.3.0-cp39-abi3-manylinux_2_34_x86_64.whl (284 kB)
|████████████████████████████████| 284 kB 34.7 MB/s
Collecting kubernetes>=28.1.0
Downloading kubernetes-33.1.0-py2.py3-none-any.whl (1.9 MB)
|████████████████████████████████| 1.9 MB 57.3 MB/s
Collecting mmh3>=4.0.1
Downloading mmh3-5.1.0-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl (98 kB)
|████████████████████████████████| 98 kB 4.8 MB/s
Collecting posthog<6.0.0,>=2.4.0
Downloading posthog-5.4.0-py3-none-any.whl (105 kB)
|████████████████████████████████| 105 kB 55.4 MB/s
Collecting orjson>=3.9.12
Downloading orjson-3.11.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (127 kB)
|████████████████████████████████| 127 kB 78.0 MB/s
Collecting opentelemetry-api>=1.2.0
Downloading opentelemetry_api-1.35.0-py3-none-any.whl (65 kB)
|████████████████████████████████| 65 kB 5.6 MB/s
Requirement already satisfied: pyyaml>=6.0.0 in /usr/local/lib64/python3.9/site-packages (from chromadb) (6.0.2)
Collecting overrides>=7.3.1
Downloading overrides-7.7.0-py3-none-any.whl (17 kB)
Collecting uvicorn[standard]>=0.18.3
Downloading uvicorn-0.35.0-py3-none-any.whl (66 kB)
|████████████████████████████████| 66 kB 6.5 MB/s
Collecting tqdm>=4.65.0
Downloading tqdm-4.67.1-py3-none-any.whl (78 kB)
|████████████████████████████████| 78 kB 8.6 MB/s
Collecting numpy>=1.22.5
Downloading numpy-2.0.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (19.5 MB)
|████████████████████████████████| 19.5 MB 28.6 MB/s
Collecting pybase64>=1.4.1
Downloading pybase64-1.4.1-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl (68 kB)
|████████████████████████████████| 68 kB 9.7 MB/s
Collecting typer>=0.9.0
Downloading typer-0.16.0-py3-none-any.whl (46 kB)
|████████████████████████████████| 46 kB 6.1 MB/s
Collecting packaging>=19.1
Downloading packaging-25.0-py3-none-any.whl (66 kB)
|████████████████████████████████| 66 kB 8.6 MB/s
Collecting pyproject_hooks
Downloading pyproject_hooks-1.2.0-py3-none-any.whl (10 kB)
Collecting tomli>=1.1.0
Downloading tomli-2.2.1-py3-none-any.whl (14 kB)
Requirement already satisfied: importlib-metadata>=4.6 in /usr/local/lib/python3.9/site-packages (from build>=1.0.3->chromadb) (8.6.1)
Requirement already satisfied: certifi in /usr/local/lib/python3.9/site-packages (from httpx>=0.27.0->chromadb) (2025.1.31)
Collecting anyio
Downloading anyio-4.9.0-py3-none-any.whl (100 kB)
|████████████████████████████████| 100 kB 14.7 MB/s
Requirement already satisfied: idna in /usr/local/lib/python3.9/site-packages (from httpx>=0.27.0->chromadb) (3.10)
Collecting httpcore==1.*
Downloading httpcore-1.0.9-py3-none-any.whl (78 kB)
|████████████████████████████████| 78 kB 8.2 MB/s
Collecting h11>=0.16
Downloading h11-0.16.0-py3-none-any.whl (37 kB)
Requirement already satisfied: attrs>=22.2.0 in /usr/local/lib/python3.9/site-packages (from jsonschema>=4.19.0->chromadb) (25.3.0)
Requirement already satisfied: jsonschema-specifications>=2023.03.6 in /usr/local/lib/python3.9/site-packages (from jsonschema>=4.19.0->chromadb) (2024.10.1)
Requirement already satisfied: referencing>=0.28.4 in /usr/local/lib/python3.9/site-packages (from jsonschema>=4.19.0->chromadb) (0.36.2)
Requirement already satisfied: rpds-py>=0.7.1 in /usr/local/lib64/python3.9/site-packages (from jsonschema>=4.19.0->chromadb) (0.24.0)
Collecting google-auth>=1.0.1
Downloading google_auth-2.40.3-py2.py3-none-any.whl (216 kB)
|████████████████████████████████| 216 kB 58.8 MB/s
Collecting requests-oauthlib
Downloading requests_oauthlib-2.0.0-py2.py3-none-any.whl (24 kB)
Requirement already satisfied: six>=1.9.0 in /usr/lib/python3.9/site-packages (from kubernetes>=28.1.0->chromadb) (1.15.0)
Collecting websocket-client!=0.40.0,!=0.41.*,!=0.42.*,>=0.32.0
Downloading websocket_client-1.8.0-py3-none-any.whl (58 kB)
|████████████████████████████████| 58 kB 10.8 MB/s
Requirement already satisfied: requests in /usr/local/lib/python3.9/site-packages (from kubernetes>=28.1.0->chromadb) (2.32.3)
Collecting durationpy>=0.7
Downloading durationpy-0.10-py3-none-any.whl (3.9 kB)
Requirement already satisfied: urllib3>=1.24.2 in /usr/local/lib/python3.9/site-packages (from kubernetes>=28.1.0->chromadb) (1.26.20)
Requirement already satisfied: python-dateutil>=2.5.3 in /usr/lib/python3.9/site-packages (from kubernetes>=28.1.0->chromadb) (2.8.1)
Collecting oauthlib>=3.2.2
Downloading oauthlib-3.3.1-py3-none-any.whl (160 kB)
|████████████████████████████████| 160 kB 41.8 MB/s
Collecting protobuf
Downloading protobuf-6.31.1-cp39-abi3-manylinux2014_x86_64.whl (321 kB)
|████████████████████████████████| 321 kB 21.3 MB/s
Collecting flatbuffers
Downloading flatbuffers-25.2.10-py2.py3-none-any.whl (30 kB)
Requirement already satisfied: sympy in /usr/local/lib/python3.9/site-packages (from onnxruntime>=1.14.1->chromadb) (1.13.3)
Collecting coloredlogs
Downloading coloredlogs-15.0.1-py2.py3-none-any.whl (46 kB)
|████████████████████████████████| 46 kB 6.6 MB/s
Collecting opentelemetry-exporter-otlp-proto-common==1.35.0
Downloading opentelemetry_exporter_otlp_proto_common-1.35.0-py3-none-any.whl (18 kB)
Collecting googleapis-common-protos~=1.57
Downloading googleapis_common_protos-1.70.0-py3-none-any.whl (294 kB)
|████████████████████████████████| 294 kB 31.2 MB/s
Collecting opentelemetry-proto==1.35.0
Downloading opentelemetry_proto-1.35.0-py3-none-any.whl (72 kB)
|████████████████████████████████| 72 kB 2.1 MB/s
Collecting opentelemetry-semantic-conventions==0.56b0
Downloading opentelemetry_semantic_conventions-0.56b0-py3-none-any.whl (201 kB)
|████████████████████████████████| 201 kB 27.5 MB/s
Requirement already satisfied: distro>=1.5.0 in /usr/lib/python3.9/site-packages (from posthog<6.0.0,>=2.4.0->chromadb) (1.5.0)
Collecting backoff>=1.10.0
Downloading backoff-2.2.1-py3-none-any.whl (15 kB)
Requirement already satisfied: pydantic-core==2.33.0 in /usr/local/lib64/python3.9/site-packages (from pydantic>=1.9->chromadb) (2.33.0)
Requirement already satisfied: typing-inspection>=0.4.0 in /usr/local/lib/python3.9/site-packages (from pydantic>=1.9->chromadb) (0.4.0)
Requirement already satisfied: annotated-types>=0.6.0 in /usr/local/lib/python3.9/site-packages (from pydantic>=1.9->chromadb) (0.7.0)
Requirement already satisfied: pygments<3.0.0,>=2.13.0 in /usr/local/lib/python3.9/site-packages (from rich>=10.11.0->chromadb) (2.19.1)
Requirement already satisfied: markdown-it-py>=2.2.0 in /usr/local/lib/python3.9/site-packages (from rich>=10.11.0->chromadb) (3.0.0)
Collecting huggingface-hub<1.0,>=0.16.4
Downloading huggingface_hub-0.33.4-py3-none-any.whl (515 kB)
|████████████████████████████████| 515 kB 50.2 MB/s
Requirement already satisfied: click>=8.0.0 in /usr/local/lib/python3.9/site-packages (from typer>=0.9.0->chromadb) (8.1.8)
Collecting shellingham>=1.3.0
Downloading shellingham-1.5.4-py2.py3-none-any.whl (9.8 kB)
Collecting httptools>=0.6.3
Downloading httptools-0.6.4-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl (448 kB)
|████████████████████████████████| 448 kB 52.9 MB/s
Collecting uvloop>=0.15.1
Downloading uvloop-0.21.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (3.8 MB)
|████████████████████████████████| 3.8 MB 80.0 MB/s
Collecting python-dotenv>=0.13
Downloading python_dotenv-1.1.1-py3-none-any.whl (20 kB)
Collecting websockets>=10.4
Downloading websockets-15.0.1-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl (181 kB)
|████████████████████████████████| 181 kB 56.9 MB/s
Collecting watchfiles>=0.13
Downloading watchfiles-1.1.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (453 kB)
|████████████████████████████████| 453 kB 27.7 MB/s
Requirement already satisfied: zipp>=3.1.0 in /usr/local/lib/python3.9/site-packages (from importlib-resources->chromadb) (3.21.0)
Collecting rsa<5,>=3.1.4
Downloading rsa-4.9.1-py3-none-any.whl (34 kB)
Collecting cachetools<6.0,>=2.0.0
Downloading cachetools-5.5.2-py3-none-any.whl (10 kB)
Collecting pyasn1-modules>=0.2.1
Downloading pyasn1_modules-0.4.2-py3-none-any.whl (181 kB)
|████████████████████████████████| 181 kB 47.8 MB/s
Collecting fsspec>=2023.5.0
Downloading fsspec-2025.7.0-py3-none-any.whl (199 kB)
|████████████████████████████████| 199 kB 63.2 MB/s
Collecting filelock
Downloading filelock-3.18.0-py3-none-any.whl (16 kB)
Collecting hf-xet<2.0.0,>=1.1.2
Downloading hf_xet-1.1.5-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (3.1 MB)
|████████████████████████████████| 3.1 MB 39.8 MB/s
Requirement already satisfied: mdurl~=0.1 in /usr/local/lib/python3.9/site-packages (from markdown-it-py>=2.2.0->rich>=10.11.0->chromadb) (0.1.2)
Requirement already satisfied: charset-normalizer<4,>=2 in /usr/local/lib64/python3.9/site-packages (from requests->kubernetes>=28.1.0->chromadb) (3.4.1)
Collecting exceptiongroup>=1.0.2
Downloading exceptiongroup-1.3.0-py3-none-any.whl (16 kB)
Collecting sniffio>=1.1
Downloading sniffio-1.3.1-py3-none-any.whl (10 kB)
Collecting humanfriendly>=9.1
Downloading humanfriendly-10.0-py2.py3-none-any.whl (86 kB)
|████████████████████████████████| 86 kB 11.6 MB/s
Requirement already satisfied: mpmath<1.4,>=1.1.0 in /usr/local/lib/python3.9/site-packages (from sympy->onnxruntime>=1.14.1->chromadb) (1.3.0)
Collecting pyasn1<0.7.0,>=0.6.1
Downloading pyasn1-0.6.1-py3-none-any.whl (83 kB)
|████████████████████████████████| 83 kB 2.6 MB/s
Building wheels for collected packages: pypika
Building wheel for pypika (pyproject.toml) ... done
Created wheel for pypika: filename=pypika-0.48.9-py2.py3-none-any.whl size=53803 sha256=01dd3d02be47502453f3454eae65b00431479e8cb5d4267564ac41954ceb183a
Stored in directory: /root/.cache/pip/wheels/f7/02/64/d541eac67ec459309d1fb19e727f58ecf7ffb4a8bf42d4cfe5
Successfully built pypika
Installing collected packages: sniffio, pyasn1, protobuf, opentelemetry-api, exceptiongroup, tqdm, rsa, pyasn1-modules, packaging, opentelemetry-semantic-conventions, opentelemetry-proto, oauthlib, humanfriendly, hf-xet, h11, fsspec, filelock, cachetools, anyio, websockets, websocket-client, watchfiles, uvloop, uvicorn, tomli, shellingham, requests-oauthlib, python-dotenv, pyproject-hooks, opentelemetry-sdk, opentelemetry-exporter-otlp-proto-common, numpy, huggingface-hub, httptools, httpcore, grpcio, googleapis-common-protos, google-auth, flatbuffers, durationpy, coloredlogs, backoff, typer, tokenizers, tenacity, pypika, pybase64, posthog, overrides, orjson, opentelemetry-exporter-otlp-proto-grpc, onnxruntime, mmh3, kubernetes, importlib-resources, httpx, build, bcrypt, chromadb
Successfully installed anyio-4.9.0 backoff-2.2.1 bcrypt-4.3.0 build-1.2.2.post1 cachetools-5.5.2 chromadb-1.0.15 coloredlogs-15.0.1 durationpy-0.10 exceptiongroup-1.3.0 filelock-3.18.0 flatbuffers-25.2.10 fsspec-2025.7.0 google-auth-2.40.3 googleapis-common-protos-1.70.0 grpcio-1.73.1 h11-0.16.0 hf-xet-1.1.5 httpcore-1.0.9 httptools-0.6.4 httpx-0.28.1 huggingface-hub-0.33.4 humanfriendly-10.0 importlib-resources-6.5.2 kubernetes-33.1.0 mmh3-5.1.0 numpy-2.0.2 oauthlib-3.3.1 onnxruntime-1.19.2 opentelemetry-api-1.35.0 opentelemetry-exporter-otlp-proto-common-1.35.0 opentelemetry-exporter-otlp-proto-grpc-1.35.0 opentelemetry-proto-1.35.0 opentelemetry-sdk-1.35.0 opentelemetry-semantic-conventions-0.56b0 orjson-3.11.0 overrides-7.7.0 packaging-25.0 posthog-5.4.0 protobuf-6.31.1 pyasn1-0.6.1 pyasn1-modules-0.4.2 pybase64-1.4.1 pypika-0.48.9 pyproject-hooks-1.2.0 python-dotenv-1.1.1 requests-oauthlib-2.0.0 rsa-4.9.1 shellingham-1.5.4 sniffio-1.3.1 tenacity-9.1.2 tokenizers-0.21.2 tomli-2.2.1 tqdm-4.67.1 typer-0.16.0 uvicorn-0.35.0 uvloop-0.21.0 watchfiles-1.1.0 websocket-client-1.8.0 websockets-15.0.1
WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv
[root@ip-10-136-43-185 ~]#
火山引擎开发者社区是火山引擎打造的AI技术生态平台,聚焦Agent与大模型开发,提供豆包系列模型(图像/视频/视觉)、智能分析与会话工具,并配套评测集、动手实验室及行业案例库。社区通过技术沙龙、挑战赛等活动促进开发者成长,新用户可领50万Tokens权益,助力构建智能应用。
更多推荐
所有评论(0)