ERROR: Could not find a version that satisfies the requirement langchain_chroma

作者：CSDN博客
0. 简介

python 安装包出现问题：

1. L$ pip install langchain_chroma
2. Looking in indexes: https://mirror.baidu.com/pypi/simple/, http://mirrors.aliyun.com/pypi/simple/
3. WARNING: Retrying (Retry(total=4, connect=None, read=None, redirect=None, status=None)) after connection broken by 'ReadTimeoutError("SOCKSHTTPConnectionPool(host='mirrors.aliyun.com', port=80): Read timed out. (read timeout=120.0)")': /pypi/simple/langchain-chroma/
4. WARNING: Retrying (Retry(total=3, connect=None, read=None, redirect=None, status=None)) after connection broken by 'ReadTimeoutError("SOCKSHTTPConnectionPool(host='mirrors.aliyun.com', port=80): Read timed out. (read timeout=120.0)")': /pypi/simple/langchain-chroma/
5. WARNING: Retrying (Retry(total=2, connect=None, read=None, redirect=None, status=None)) after connection broken by 'ReadTimeoutError("SOCKSHTTPConnectionPool(host='mirrors.aliyun.com', port=80): Read timed out. (read timeout=120.0)")': /pypi/simple/langchain-chroma/
6. WARNING: Retrying (Retry(total=1, connect=None, read=None, redirect=None, status=None)) after connection broken by 'ReadTimeoutError("SOCKSHTTPConnectionPool(host='mirrors.aliyun.com', port=80): Read timed out. (read timeout=120.0)")': /pypi/simple/langchain-chroma/
7. WARNING: Retrying (Retry(total=0, connect=None, read=None, redirect=None, status=None)) after connection broken by 'ReadTimeoutError("SOCKSHTTPConnectionPool(host='mirrors.aliyun.com', port=80): Read timed out. (read timeout=120.0)")': /pypi/simple/langchain-chroma/
8. ERROR: Could not find a version that satisfies the requirement langchain_chroma (from versions: none)
9. ERROR: No matching distribution found for langchain_chroma

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参考：

解决pip安装出现Could not find a version that satisfies the requirement XXX (from versions: none) 问题解决 pip ERROR: Could not install packages due to an OSError: Missing dependencies for SOCKS support.

1. 解决

然后依然没有解决问题，因为在 Anaconda 环境中所以

1. $ conda install chromadb langchain-chroma
2. Channels:
3. - defaults                                                                                                                       
4. - anaconda                                                                                                                       
5. Platform: linux-64                                                                                                               
6. Collecting package metadata (repodata.json): done                                                                                 
7. Solving environment: done# All requested packages already installed.                                            

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然后检查

1. $ pip show chromadb langchain-chroma
2. Name: chromadb
3. Version: 0.5.17
4. Summary: Chroma.
5. Home-page: https://github.com/chroma-core/chroma
6. Author:
7. Author-email: Jeff Huber <jeff@trychroma.com>, Anton Troynikov <anton@trychroma.com>
8. License:
9. Location: /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages
10. Requires: bcrypt, build, chroma-hnswlib, fastapi, grpcio, httpx, importlib-resources, kubernetes, mmh3, numpy, onnxruntime, opentelemetry-api, opentelemetry-exporter-otlp-proto-grpc, opentelemetry-instrumentation-fastapi, opentelemetry-sdk, orjson, overrides, posthog, pydantic, pypika, PyYAML, rich, tenacity, tokenizers, tqdm, typer, typing-extensions, uvicorn
11. Required-by: langchain-chroma
12. ---
13. Name: langchain-chroma
14. Version: 0.1.4
15. Summary: An integration package connecting Chroma and LangChain
16. Home-page: https://github.com/langchain-ai/langchain
17. Author:
18. Author-email:
19. License: MIT
20. Location: /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages
21. Requires: chromadb, fastapi, langchain-core, numpy
22. Required-by:

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3. 回顾

检查搜索

1. $ pip search chromadb langchain-chroma

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报错

1. pip._vendor.urllib3.exceptions.MaxRetryError: SOCKSHTTPSConnectionPool(host='pypi.org', port=443): Max retries exceeded with url: /pypi (Caused by NewConnectionError('<pip._vendor.urllib3.contrib.socks.SOCKSHTTPSConnection object at 0x7f4fb6317df0>: Failed to establish a new connection: [Errno 111] Connection refused'))

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3.1 检查代理环境

1. echo$HTTP_PROXYecho$HTTPS_PROXY

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如果看到类似 socks5:// 的
解决办法 : 移除代理设置

1. $ unset all_proxy &&unset ALL_PROXY

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3.2 检查网络

1. $ curl-I https://pypi.org
2. HTTP/2 200
3. etag: "Kjm72pTgmR14ikCVTZ72uQ"
4. referrer-policy: origin-when-cross-origin
5. content-type: text/html;charset=UTF-8
6. content-security-policy: base-uri 'self'; connect-src 'self' https://api.github.com/repos/ https://api.github.com/search/issues https://gitlab.com/api/ https://*.google-analytics.com https://*.analytics.google.com https://*.googletagmanager.com fastly-insights.com *.fastly-insights.com *.ethicalads.io https://api.pwnedpasswords.com https://cdn.jsdelivr.net/npm/mathjax@3.2.2/es5/sre/mathmaps/ https://2p66nmmycsj3.statuspage.io; default-src 'none'; font-src 'self' fonts.gstatic.com; form-action 'self' https://checkout.stripe.com; frame-ancestors 'none'; frame-src 'none'; img-src 'self' https://pypi-camo.freetls.fastly.net/ https://*.google-analytics.com https://*.googletagmanager.com *.fastly-insights.com *.ethicalads.io ethicalads.blob.core.windows.net; script-src 'self' https://*.googletagmanager.com https://www.google-analytics.com https://ssl.google-analytics.com *.fastly-insights.com *.ethicalads.io 'sha256-U3hKDidudIaxBDEzwGJApJgPEf2mWk6cfMWghrAa6i0=' https://cdn.jsdelivr.net/npm/mathjax@3.2.2/ 'sha256-1CldwzdEg2k1wTmf7s5RWVd7NMXI/7nxxjJM2C4DqII=''sha256-0POaN8stWYQxhzjKS+/eOfbbJ/u4YHO5ZagJvLpMypo='; style-src 'self' fonts.googleapis.com *.ethicalads.io 'sha256-2YHqZokjiizkHi1Zt+6ar0XJ0OeEy/egBnlm+MDMtrM=''sha256-47DEQpj8HBSa+/TImW+5JCeuQeRkm5NMpJWZG3hSuFU=''sha256-JLEjeN9e5dGsz5475WyRaoA4eQOdNPxDIeUhclnJDCE=''sha256-mQyxHEuwZJqpxCw3SLmc4YOySNKXunyu2Oiz1r3/wAE=''sha256-OCf+kv5Asiwp++8PIevKBYSgnNLNUZvxAp4a7wMLuKA=''sha256-h5LOiLhk6wiJrGsG5ItM0KimwzWQH/yAcmoJDJL//bY='; worker-src *.fastly-insights.com
7. accept-ranges: bytes
8. date: Thu, 26 Dec 2024 03:54:16 GMT
9. x-served-by: cache-iad-kjyo7100172-IAD, cache-iad-kjyo7100172-IAD, cache-bur-kbur8200095-BUR
10. x-cache: MISS, HIT, HIT
11. x-cache-hits: 0, 42, 1
12. x-timer: S1735185257.944813,VS0,VE1
13. vary: Accept-Encoding, Cookie
14. strict-transport-security: max-age=31536000; includeSubDomains; preload
15. x-frame-options: deny
16. x-xss-protection: 1;mode=block
17. x-content-type-options: nosniff
18. x-permitted-cross-domain-policies: none
19. permissions-policy: publickey-credentials-create=(self),publickey-credentials-get=(self),accelerometer=(),ambient-light-sensor=(),autoplay=(),battery=(),camera=(),display-capture=(),document-domain=(),encrypted-media=(),execution-while-not-rendered=(),execution-while-out-of-viewport=(),fullscreen=(),gamepad=(),geolocation=(),gyroscope=(),hid=(),identity-credentials-get=(),idle-detection=(),local-fonts=(),magnetometer=(),microphone=(),midi=(),otp-credentials=(),payment=(),picture-in-picture=(),screen-wake-lock=(),serial=(),speaker-selection=(),storage-access=(),usb=(),web-share=(),xr-spatial-tracking=()
20. content-length: 19777

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3.3 检查 Python 和 pip 环境

确认 Python 和 pip 安装没有损坏

1. python -m ensurepip --upgrade
2. python -m pip install--upgrade pip

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3.4 绕开代理

pip install chromadb langchain-chroma --proxy=“”

1. $ pip install chromadb langchain-chroma --proxy=""
2. Looking in indexes: https://mirror.baidu.com/pypi/simple/, http://mirrors.aliyun.com/pypi/simple/
3. Requirement already satisfied: chromadb in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (0.5.17)
4. Requirement already satisfied: langchain-chroma in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (0.1.4)
5. Requirement already satisfied: build>=1.0.3 in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from chromadb)(1.2.2.post1)
6. Requirement already satisfied: pydantic>=1.9in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from chromadb)(2.10.3)
7. Requirement already satisfied: chroma-hnswlib==0.7.6 in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from chromadb)(0.7.6)
8. Requirement already satisfied: fastapi>=0.95.2 in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from chromadb)(0.112.2)
9. Requirement already satisfied: uvicorn>=0.18.3 in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from uvicorn[standard]>=0.18.3->chromadb)(0.32.0)
10. Requirement already satisfied: numpy>=1.22.5 in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from chromadb)(1.26.4)
11. Requirement already satisfied: posthog>=2.4.0 in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from chromadb)(3.6.5)
12. Requirement already satisfied: typing-extensions>=4.5.0 in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from chromadb)(4.12.2)
13. Requirement already satisfied: onnxruntime>=1.14.1 in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from chromadb)(1.17.1)
14. Requirement already satisfied: opentelemetry-api>=1.2.0 in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from chromadb)(1.27.0)
15. Requirement already satisfied: opentelemetry-exporter-otlp-proto-grpc>=1.2.0 in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from chromadb)(1.15.0)
16. Requirement already satisfied: opentelemetry-instrumentation-fastapi>=0.41b0 in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from chromadb)(0.48b0)
17. Requirement already satisfied: opentelemetry-sdk>=1.2.0 in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from chromadb)(1.27.0)
18. Requirement already satisfied: tokenizers>=0.13.2 in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from chromadb)(0.20.1)
19. Requirement already satisfied: pypika>=0.48.9 in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from chromadb)(0.48.9)
20. Requirement already satisfied: tqdm>=4.65.0 in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from chromadb)(4.66.5)
21. Requirement already satisfied: overrides>=7.3.1 in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from chromadb)(7.7.0)
22. Requirement already satisfied: importlib-resources in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from chromadb)(6.4.5)
23. Requirement already satisfied: grpcio>=1.58.0 in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from chromadb)(1.62.2)
24. Requirement already satisfied: bcrypt>=4.0.1 in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from chromadb)(4.2.0)
25. Requirement already satisfied: typer>=0.9.0 in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from chromadb)(0.12.5)
26. Requirement already satisfied: kubernetes>=28.1.0 in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from chromadb)(31.0.0)
27. Requirement already satisfied: tenacity>=8.2.3 in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from chromadb)(8.2.3)
28. Requirement already satisfied: PyYAML>=6.0.0 in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from chromadb)(6.0.2)
29. Requirement already satisfied: mmh3>=4.0.1 in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from chromadb)(4.1.0)
30. Requirement already satisfied: orjson>=3.9.12 in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from chromadb)(3.10.11)
31. Requirement already satisfied: httpx>=0.27.0 in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from chromadb)(0.27.2)
32. Requirement already satisfied: rich>=10.11.0 in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from chromadb)(13.9.4)
33. Requirement already satisfied: langchain-core<0.4,>=0.1.40 in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from langchain-chroma)(0.2.43)
34. Requirement already satisfied: packaging>=19.1in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from build>=1.0.3->chromadb)(24.1)
35. Requirement already satisfied: pyproject_hooks in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from build>=1.0.3->chromadb)(1.0.0)
36. Requirement already satisfied: tomli>=1.1.0 in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from build>=1.0.3->chromadb)(2.0.2)
37. Requirement already satisfied: starlette<0.39.0,>=0.37.2 in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from fastapi>=0.95.2->chromadb)(0.38.2)
38. Requirement already satisfied: anyio in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from httpx>=0.27.0->chromadb)(4.6.2)
39. Requirement already satisfied: certifi in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from httpx>=0.27.0->chromadb)(2024.12.14)
40. Requirement already satisfied: httpcore==1.* in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from httpx>=0.27.0->chromadb)(1.0.6)
41. Requirement already satisfied: idna in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from httpx>=0.27.0->chromadb)(3.10)
42. Requirement already satisfied: sniffio in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from httpx>=0.27.0->chromadb)(1.3.1)
43. Requirement already satisfied: h11<0.15,>=0.13in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from httpcore==1.*->httpx>=0.27.0->chromadb)(0.14.0)
44. Requirement already satisfied: six>=1.9.0 in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from kubernetes>=28.1.0->chromadb)(1.16.0)
45. Requirement already satisfied: python-dateutil>=2.5.3 in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from kubernetes>=28.1.0->chromadb)(2.9.0.post0)
46. Requirement already satisfied: google-auth>=1.0.1 in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from kubernetes>=28.1.0->chromadb)(2.29.0)
47. Requirement already satisfied: websocket-client!=0.40.0,!=0.41.*,!=0.42.*,>=0.32.0 in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from kubernetes>=28.1.0->chromadb)(1.8.0)
48. Requirement already satisfied: requests in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from kubernetes>=28.1.0->chromadb)(2.32.3)
49. Requirement already satisfied: requests-oauthlib in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from kubernetes>=28.1.0->chromadb)(2.0.0)
50. Requirement already satisfied: oauthlib>=3.2.2 in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from kubernetes>=28.1.0->chromadb)(3.2.2)
51. Requirement already satisfied: urllib3>=1.24.2 in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from kubernetes>=28.1.0->chromadb)(2.2.3)
52. Requirement already satisfied: durationpy>=0.7in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from kubernetes>=28.1.0->chromadb)(0.9)
53. Requirement already satisfied: jsonpatch<2.0,>=1.33in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from langchain-core<0.4,>=0.1.40->langchain-chroma)(1.33)
54. Requirement already satisfied: langsmith<0.2.0,>=0.1.112 in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from langchain-core<0.4,>=0.1.40->langchain-chroma)(0.1.139)
55. Requirement already satisfied: coloredlogs in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from onnxruntime>=1.14.1->chromadb)(15.0.1)
56. Requirement already satisfied: flatbuffers in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from onnxruntime>=1.14.1->chromadb)(24.3.25)
57. Requirement already satisfied: protobuf in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from onnxruntime>=1.14.1->chromadb)(4.25.3)
58. Requirement already satisfied: sympy in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from onnxruntime>=1.14.1->chromadb)(1.13.3)
59. Requirement already satisfied: deprecated>=1.2.6 in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from opentelemetry-api>=1.2.0->chromadb)(1.2.13)
60. Requirement already satisfied: importlib-metadata<=8.4.0,>=6.0in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from opentelemetry-api>=1.2.0->chromadb)(8.4.0)
61. Requirement already satisfied: backoff<3.0.0,>=1.10.0 in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from opentelemetry-exporter-otlp-proto-grpc>=1.2.0->chromadb)(1.11.1)
62. Requirement already satisfied: googleapis-common-protos~=1.52in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from opentelemetry-exporter-otlp-proto-grpc>=1.2.0->chromadb)(1.63.2)
63. Requirement already satisfied: opentelemetry-proto==1.15.0 in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from opentelemetry-exporter-otlp-proto-grpc>=1.2.0->chromadb)(1.15.0)
64. Requirement already satisfied: opentelemetry-instrumentation-asgi==0.48b0 in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from opentelemetry-instrumentation-fastapi>=0.41b0->chromadb)(0.48b0)
65. Requirement already satisfied: opentelemetry-instrumentation==0.48b0 in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from opentelemetry-instrumentation-fastapi>=0.41b0->chromadb)(0.48b0)
66. Requirement already satisfied: opentelemetry-semantic-conventions==0.48b0 in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from opentelemetry-instrumentation-fastapi>=0.41b0->chromadb)(0.48b0)
67. Requirement already satisfied: opentelemetry-util-http==0.48b0 in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from opentelemetry-instrumentation-fastapi>=0.41b0->chromadb)(0.48b0)
68. Requirement already satisfied: setuptools>=16.0in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from opentelemetry-instrumentation==0.48b0->opentelemetry-instrumentation-fastapi>=0.41b0->chromadb)(75.1.0)
69. Requirement already satisfied: wrapt<2.0.0,>=1.0.0 in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from opentelemetry-instrumentation==0.48b0->opentelemetry-instrumentation-fastapi>=0.41b0->chromadb)(1.14.1)
70. Requirement already satisfied: asgiref~=3.0in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from opentelemetry-instrumentation-asgi==0.48b0->opentelemetry-instrumentation-fastapi>=0.41b0->chromadb)(3.8.1)
71. Requirement already satisfied: monotonic>=1.5in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from posthog>=2.4.0->chromadb)(1.5)
72. Requirement already satisfied: annotated-types>=0.6.0 in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from pydantic>=1.9->chromadb)(0.6.0)
73. Requirement already satisfied: pydantic-core==2.27.1 in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from pydantic>=1.9->chromadb)(2.27.1)
74. Requirement already satisfied: markdown-it-py>=2.2.0 in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from rich>=10.11.0->chromadb)(2.2.0)
75. Requirement already satisfied: pygments<3.0.0,>=2.13.0 in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from rich>=10.11.0->chromadb)(2.18.0)
76. Requirement already satisfied: huggingface-hub<1.0,>=0.16.4 in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from tokenizers>=0.13.2->chromadb)(0.24.6)
77. Requirement already satisfied: click>=8.0.0 in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from typer>=0.9.0->chromadb)(8.1.7)
78. Requirement already satisfied: shellingham>=1.3.0 in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from typer>=0.9.0->chromadb)(1.5.0)
79. Requirement already satisfied: httptools>=0.5.0 in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from uvicorn[standard]>=0.18.3->chromadb)(0.6.4)
80. Requirement already satisfied: python-dotenv>=0.13in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from uvicorn[standard]>=0.18.3->chromadb)(0.21.0)
81. Requirement already satisfied: uvloop!=0.15.0,!=0.15.1,>=0.14.0 in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from uvicorn[standard]>=0.18.3->chromadb)(0.21.0)
82. Requirement already satisfied: watchfiles>=0.13in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from uvicorn[standard]>=0.18.3->chromadb)(0.24.0)
83. Requirement already satisfied: websockets>=10.4in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from uvicorn[standard]>=0.18.3->chromadb)(10.4)
84. Requirement already satisfied: cachetools<6.0,>=2.0.0 in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from google-auth>=1.0.1->kubernetes>=28.1.0->chromadb)(5.3.3)
85. Requirement already satisfied: pyasn1-modules>=0.2.1 in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from google-auth>=1.0.1->kubernetes>=28.1.0->chromadb)(0.2.8)
86. Requirement already satisfied: rsa<5,>=3.1.4 in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from google-auth>=1.0.1->kubernetes>=28.1.0->chromadb)(4.7.2)
87. Requirement already satisfied: filelock in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from huggingface-hub<1.0,>=0.16.4->tokenizers>=0.13.2->chromadb)(3.13.1)
88. Requirement already satisfied: fsspec>=2023.5.0 in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from huggingface-hub<1.0,>=0.16.4->tokenizers>=0.13.2->chromadb)(2024.10.0)
89. Requirement already satisfied: zipp>=0.5in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from importlib-metadata<=8.4.0,>=6.0->opentelemetry-api>=1.2.0->chromadb)(3.20.2)
90. Requirement already satisfied: jsonpointer>=1.9in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from jsonpatch<2.0,>=1.33->langchain-core<0.4,>=0.1.40->langchain-chroma)(3.0.0)
91. Requirement already satisfied: requests-toolbelt<2.0.0,>=1.0.0 in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from langsmith<0.2.0,>=0.1.112->langchain-core<0.4,>=0.1.40->langchain-chroma)(1.0.0)
92. Requirement already satisfied: mdurl~=0.1in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from markdown-it-py>=2.2.0->rich>=10.11.0->chromadb)(0.1.0)
93. Requirement already satisfied: charset-normalizer<4,>=2in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from requests->kubernetes>=28.1.0->chromadb)(3.4.0)
94. Requirement already satisfied: exceptiongroup>=1.0.2 in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from anyio->httpx>=0.27.0->chromadb)(1.2.2)
95. Requirement already satisfied: humanfriendly>=9.1in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from coloredlogs->onnxruntime>=1.14.1->chromadb)(10.0)
96. Requirement already satisfied: mpmath<1.4,>=1.1.0 in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from sympy->onnxruntime>=1.14.1->chromadb)(1.3.0)
97. Requirement already satisfied: pyasn1<0.5.0,>=0.4.6 in /home/xjg/.conda/envs/langchain/lib/python3.10/site-packages (from pyasn1-modules>=0.2.1->google-auth>=1.0.1->kubernetes>=28.1.0->chromadb)(0.4.8)

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3.5 调试

可以启用 pip 的调试模式查看详细信息

1. $ pip install chromadb -vvv

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原文地址：https://blog.csdn.net/weixin_40378209/article/details/144739175