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## Description
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Fill in the issue number that this PR addresses (if applicable);
Fill in the related MemOS-Docs repository issue or PR link (if
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Mention the person who will review this PR (if you know who it is);
Replace (summary), (issue), (docs-issue-or-pr-link), and (reviewer) with
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Summary:
Added OpenTelemetry support (#298, #307).
Introduced OpenTelemetry to enhance observability and monitoring for the
system, helping to trace requests and measure system performance.
Chatbot API and reranker filter, fixed Pydantic bug (#294, #303).
Added a new chatbot API and incorporated a reranker filter to improve
the response quality. Also, fixed issues related to Pydantic validation
errors.
Updated Nebula to version 5.1.1 (#311).
Updated to the latest version of Nebula (5.1.1), addressing any known
bugs and ensuring better performance with the new features.
Parallelized recall and searcher processes (#337).
Improved the performance of recall and search operations by
parallelizing them, allowing for faster query handling.
Added API client feature (#334).
Introduced a new API client to facilitate easier interactions with the
system's API, likely for external integrations.
Fix:
Fixed bugs in retriever, and added new auth info for Neo4j DB (#313).
Addressed bugs in the retriever and improved authentication handling for
the Neo4j database, ensuring more reliable connections and data
retrieval.
Docs Issue/PR: (docs-issue-or-pr-link)
Reviewer: @(reviewer)
## Checklist:
- [x] I have performed a self-review of my own code | 我已自行检查了自己的代码
- [x] I have commented my code in hard-to-understand areas |
我已在难以理解的地方对代码进行了注释
- [ ] I have added tests that prove my fix is effective or that my
feature works | 我已添加测试以证明我的修复有效或功能正常
- [ ] I have created related documentation issue/PR in
[MemOS-Docs](https://github.com/MemTensor/MemOS-Docs) (if applicable) |
我已在 [MemOS-Docs](https://github.com/MemTensor/MemOS-Docs) 中创建了相关的文档
issue/PR(如果适用)
- [ ] I have linked the issue to this PR (if applicable) | 我已将 issue
链接到此 PR(如果适用)
- [ ] I have mentioned the person who will review this PR | 我已提及将审查此 PR
的人
annotated-types==0.7.0 ; python_version>="3.10" and python_version < "4.0"
2
-
anyio==4.9.0 ; python_version>="3.10" and python_version < "4.0"
3
-
attrs==25.3.0 ; python_version>="3.10" and python_version < "4.0"
4
-
authlib==1.6.0 ; python_version>="3.10" and python_version < "4.0"
5
-
beautifulsoup4==4.13.4 ; python_version>="3.10" and python_version < "4.0"
6
-
certifi==2025.7.14 ; python_version>="3.10" and python_version < "4.0"
7
-
cffi==1.17.1 ; python_version>="3.10" and python_version < "4.0" and platform_python_implementation != "PyPy"
8
-
cfgv==3.4.0 ; python_version>="3.10" and python_version < "4.0"
9
-
charset-normalizer==3.4.2 ; python_version>="3.10" and python_version < "4.0"
10
-
chonkie==1.1.1 ; python_version>="3.10" and python_version < "4.0"
11
-
click==8.2.1 ; python_version>="3.10" and python_version < "4.0"
12
-
cobble==0.1.4 ; python_version>="3.10" and python_version < "4.0"
13
-
colorama==0.4.6 ; python_version>="3.10" and python_version < "4.0" and (platform_system == "Windows" or sys_platform == "win32")
14
-
coloredlogs==15.0.1 ; python_version>="3.10" and python_version < "4.0"
15
-
cryptography==45.0.5 ; python_version>="3.10" and python_version < "4.0"
16
-
cyclopts==3.22.2 ; python_version>="3.10" and python_version < "4.0"
17
-
defusedxml==0.7.1 ; python_version>="3.10" and python_version < "4.0"
18
-
distlib==0.4.0 ; python_version>="3.10" and python_version < "4.0"
19
-
distro==1.9.0 ; python_version>="3.10" and python_version < "4.0"
20
-
dnspython==2.7.0 ; python_version>="3.10" and python_version < "4.0"
21
-
docstring-parser==0.16 ; python_version>="3.10" and python_version < "4.0"
22
-
docutils==0.21.2 ; python_version>="3.10" and python_version < "4.0"
23
-
email-validator==2.2.0 ; python_version>="3.10" and python_version < "4.0"
24
-
et-xmlfile==2.0.0 ; python_version>="3.10" and python_version < "4.0"
25
-
exceptiongroup==1.3.0 ; python_version>="3.10" and python_version < "4.0"
26
-
fastapi-cli==0.0.8 ; python_version>="3.10" and python_version < "4.0"
27
-
fastapi-cloud-cli==0.1.4 ; python_version>="3.10" and python_version < "4.0"
28
-
fastapi==0.115.14 ; python_version>="3.10" and python_version < "4.0"
29
-
fastmcp==2.10.5 ; python_version>="3.10" and python_version < "4.0"
30
-
filelock==3.18.0 ; python_version>="3.10" and python_version < "4.0"
31
-
flatbuffers==25.2.10 ; python_version>="3.10" and python_version < "4.0"
32
-
fsspec==2025.7.0 ; python_version>="3.10" and python_version < "4.0"
33
-
greenlet==3.2.3 ; python_version>="3.10" and python_version < "3.14" and (platform_machine == "aarch64" or platform_machine == "ppc64le" or platform_machine == "x86_64" or platform_machine == "amd64" or platform_machine == "AMD64" or platform_machine == "win32" or platform_machine == "WIN32")
34
-
h11==0.16.0 ; python_version>="3.10" and python_version < "4.0"
35
-
hf-xet==1.1.5 ; python_version>="3.10" and python_version < "4.0" and (platform_machine == "x86_64" or platform_machine == "amd64" or platform_machine == "arm64" or platform_machine == "aarch64")
36
-
httpcore==1.0.9 ; python_version>="3.10" and python_version < "4.0"
37
-
httptools==0.6.4 ; python_version>="3.10" and python_version < "4.0"
38
-
httpx-sse==0.4.1 ; python_version>="3.10" and python_version < "4.0"
39
-
httpx==0.28.1 ; python_version>="3.10" and python_version < "4.0"
40
-
huggingface-hub==0.33.4 ; python_version>="3.10" and python_version < "4.0"
41
-
humanfriendly==10.0 ; python_version>="3.10" and python_version < "4.0"
42
-
identify==2.6.12 ; python_version>="3.10" and python_version < "4.0"
43
-
idna==3.10 ; python_version>="3.10" and python_version < "4.0"
44
-
iniconfig==2.1.0 ; python_version>="3.10" and python_version < "4.0"
45
-
itsdangerous==2.2.0 ; python_version>="3.10" and python_version < "4.0"
46
-
jinja2==3.1.6 ; python_version>="3.10" and python_version < "4.0"
47
-
jiter==0.10.0 ; python_version>="3.10" and python_version < "4.0"
48
-
joblib==1.5.1 ; python_version>="3.10" and python_version < "4.0"
49
-
jsonschema-specifications==2025.4.1 ; python_version>="3.10" and python_version < "4.0"
50
-
jsonschema==4.24.1 ; python_version>="3.10" and python_version < "4.0"
51
-
lxml==6.0.0 ; python_version>="3.10" and python_version < "4.0"
52
-
magika==0.6.2 ; python_version>="3.10" and python_version < "4.0"
53
-
mammoth==1.9.1 ; python_version>="3.10" and python_version < "4.0"
54
-
markdown-it-py==3.0.0 ; python_version>="3.10" and python_version < "4.0"
55
-
markdownify==1.1.0 ; python_version>="3.10" and python_version < "4.0"
56
-
markitdown==0.1.2 ; python_version>="3.10" and python_version < "4.0"
57
-
markupsafe==3.0.2 ; python_version>="3.10" and python_version < "4.0"
58
-
mcp==1.12.0 ; python_version>="3.10" and python_version < "4.0"
59
-
mdurl==0.1.2 ; python_version>="3.10" and python_version < "4.0"
60
-
mpmath==1.3.0 ; python_version>="3.10" and python_version < "4.0"
61
-
neo4j==5.28.1 ; python_version>="3.10" and python_version < "4.0"
62
-
nodeenv==1.9.1 ; python_version>="3.10" and python_version < "4.0"
63
-
numpy==2.2.6 ; python_version=="3.10"
64
-
numpy==2.3.1 ; python_version>="3.11" and python_version < "4.0"
65
-
ollama==0.4.9 ; python_version>="3.10" and python_version < "4.0"
66
-
onnxruntime==1.22.1 ; python_version>="3.10" and python_version < "4.0"
67
-
openai==1.97.0 ; python_version>="3.10" and python_version < "4.0"
68
-
openapi-pydantic==0.5.1 ; python_version>="3.10" and python_version < "4.0"
69
-
openpyxl==3.1.5 ; python_version>="3.10" and python_version < "4.0"
70
-
orjson==3.11.0 ; python_version>="3.10" and python_version < "4.0"
71
-
packaging==25.0 ; python_version>="3.10" and python_version < "4.0"
72
-
pandas==2.3.1 ; python_version>="3.10" and python_version < "4.0"
73
-
pdfminer-six==20250506 ; python_version>="3.10" and python_version < "4.0"
74
-
pillow==11.3.0 ; python_version>="3.10" and python_version < "4.0"
75
-
platformdirs==4.3.8 ; python_version>="3.10" and python_version < "4.0"
76
-
pluggy==1.6.0 ; python_version>="3.10" and python_version < "4.0"
77
-
pre-commit==4.2.0 ; python_version>="3.10" and python_version < "4.0"
78
-
protobuf==6.31.1 ; python_version>="3.10" and python_version < "4.0"
79
-
pycparser==2.22 ; python_version>="3.10" and python_version < "4.0" and platform_python_implementation != "PyPy"
80
-
pydantic-core==2.33.2 ; python_version>="3.10" and python_version < "4.0"
81
-
pydantic-extra-types==2.10.5 ; python_version>="3.10" and python_version < "4.0"
82
-
pydantic-settings==2.10.1 ; python_version>="3.10" and python_version < "4.0"
83
-
pydantic==2.11.7 ; python_version>="3.10" and python_version < "4.0"
84
-
pygments==2.19.2 ; python_version>="3.10" and python_version < "4.0"
85
-
pyperclip==1.9.0 ; python_version>="3.10" and python_version < "4.0"
86
-
pyreadline3==3.5.4 ; python_version>="3.10" and python_version < "4.0" and sys_platform == "win32"
87
-
pytest-asyncio==0.23.8 ; python_version>="3.10" and python_version < "4.0"
88
-
pytest==8.4.1 ; python_version>="3.10" and python_version < "4.0"
89
-
python-dateutil==2.9.0.post0 ; python_version>="3.10" and python_version < "4.0"
90
-
python-dotenv==1.1.1 ; python_version>="3.10" and python_version < "4.0"
91
-
python-multipart==0.0.20 ; python_version>="3.10" and python_version < "4.0"
92
-
python-pptx==1.0.2 ; python_version>="3.10" and python_version < "4.0"
93
-
pytz==2025.2 ; python_version>="3.10" and python_version < "4.0"
94
-
pywin32==311 ; python_version>="3.10" and python_version < "4.0" and (platform_system == "Windows" or sys_platform == "win32")
95
-
pyyaml==6.0.2 ; python_version>="3.10" and python_version < "4.0"
96
-
referencing==0.36.2 ; python_version>="3.10" and python_version < "4.0"
97
-
regex==2024.11.6 ; python_version>="3.10" and python_version < "4.0"
98
-
requests==2.32.4 ; python_version>="3.10" and python_version < "4.0"
99
-
rich-rst==1.3.1 ; python_version>="3.10" and python_version < "4.0"
100
-
rich-toolkit==0.14.8 ; python_version>="3.10" and python_version < "4.0"
101
-
rich==14.0.0 ; python_version>="3.10" and python_version < "4.0"
102
-
rignore==0.6.2 ; python_version>="3.10" and python_version < "4.0"
103
-
rpds-py==0.26.0 ; python_version>="3.10" and python_version < "4.0"
104
-
ruff==0.11.13 ; python_version>="3.10" and python_version < "4.0"
105
-
safetensors==0.5.3 ; python_version>="3.10" and python_version < "4.0"
106
-
schedule==1.2.2 ; python_version>="3.10" and python_version < "4.0"
107
-
scikit-learn==1.7.0 ; python_version>="3.10" and python_version < "4.0"
108
-
scipy==1.15.3 ; python_version=="3.10"
109
-
scipy==1.16.0 ; python_version>="3.11" and python_version < "4.0"
110
-
sentry-sdk==2.33.0 ; python_version>="3.10" and python_version < "4.0"
111
-
shellingham==1.5.4 ; python_version>="3.10" and python_version < "4.0"
112
-
six==1.17.0 ; python_version>="3.10" and python_version < "4.0"
113
-
sniffio==1.3.1 ; python_version>="3.10" and python_version < "4.0"
114
-
soupsieve==2.7 ; python_version>="3.10" and python_version < "4.0"
115
-
sqlalchemy==2.0.41 ; python_version>="3.10" and python_version < "4.0"
116
-
sse-starlette==2.4.1 ; python_version>="3.10" and python_version < "4.0"
117
-
starlette==0.46.2 ; python_version>="3.10" and python_version < "4.0"
118
-
sympy==1.14.0 ; python_version>="3.10" and python_version < "4.0"
119
-
tenacity==9.1.2 ; python_version>="3.10" and python_version < "4.0"
120
-
threadpoolctl==3.6.0 ; python_version>="3.10" and python_version < "4.0"
121
-
tokenizers==0.21.2 ; python_version>="3.10" and python_version < "4.0"
122
-
tomli==2.2.1 ; python_version=="3.10"
123
-
tqdm==4.67.1 ; python_version>="3.10" and python_version < "4.0"
124
-
transformers==4.53.2 ; python_version>="3.10" and python_version < "4.0"
125
-
typer==0.16.0 ; python_version>="3.10" and python_version < "4.0"
126
-
typing-extensions==4.14.1 ; python_version>="3.10" and python_version < "4.0"
127
-
typing-inspection==0.4.1 ; python_version>="3.10" and python_version < "4.0"
128
-
tzdata==2025.2 ; python_version>="3.10" and python_version < "4.0"
129
-
ujson==5.10.0 ; python_version>="3.10" and python_version < "4.0"
130
-
urllib3==2.5.0 ; python_version>="3.10" and python_version < "4.0"
131
-
uvicorn==0.35.0 ; python_version>="3.10" and python_version < "4.0"
132
-
uvloop==0.21.0 ; python_version>="3.10" and python_version < "4.0" and platform_python_implementation != "PyPy" and sys_platform != "win32" and sys_platform != "cygwin"
133
-
virtualenv==20.31.2 ; python_version>="3.10" and python_version < "4.0"
134
-
watchfiles==1.1.0 ; python_version>="3.10" and python_version < "4.0"
135
-
websockets==15.0.1 ; python_version>="3.10" and python_version < "4.0"
136
-
xlrd==2.0.2 ; python_version>="3.10" and python_version < "4.0"
137
-
xlsxwriter==3.2.5 ; python_version>="3.10" and python_version < "4.0"
1
+
# Docker optimized requirements - Core dependencies only
2
+
# Excludes Windows-specific and heavy GPU packages for faster builds
3
+
4
+
annotated-types==0.7.0
5
+
anyio==4.9.0
6
+
async-timeout==5.0.1
7
+
attrs==25.3.0
8
+
authlib==1.6.0
9
+
beautifulsoup4==4.13.4
10
+
certifi==2025.7.14
11
+
cffi==1.17.1
12
+
charset-normalizer==3.4.2
13
+
chonkie==1.1.1
14
+
click==8.2.1
15
+
cobble==0.1.4
16
+
colorama==0.4.6
17
+
coloredlogs==15.0.1
18
+
cryptography==45.0.5
19
+
cyclopts==3.22.2
20
+
defusedxml==0.7.1
21
+
distro==1.9.0
22
+
dnspython==2.7.0
23
+
docstring-parser==0.16
24
+
docutils==0.21.2
25
+
email-validator==2.2.0
26
+
et-xmlfile==2.0.0
27
+
exceptiongroup==1.3.0
28
+
fastapi-cli==0.0.8
29
+
fastapi-cloud-cli==0.1.4
30
+
fastapi==0.115.14
31
+
fastmcp==2.10.5
32
+
filelock==3.18.0
33
+
flatbuffers==25.2.10
34
+
fsspec==2025.7.0
35
+
greenlet==3.2.3
36
+
grpcio==1.73.1
37
+
h11==0.16.0
38
+
h2==4.2.0
39
+
hf-xet==1.1.5
40
+
hpack==4.1.0
41
+
httpcore==1.0.9
42
+
httptools==0.6.4
43
+
httpx-sse==0.4.1
44
+
httpx==0.28.1
45
+
huggingface-hub==0.33.4
46
+
humanfriendly==10.0
47
+
hyperframe==6.1.0
48
+
idna==3.10
49
+
itsdangerous==2.2.0
50
+
jinja2==3.1.6
51
+
jiter==0.10.0
52
+
joblib==1.5.1
53
+
jsonschema-specifications==2025.4.1
54
+
jsonschema==4.24.1
55
+
lxml==6.0.0
56
+
magika==0.6.2
57
+
mammoth==1.9.1
58
+
markdown-it-py==3.0.0
59
+
markdownify==1.1.0
60
+
markitdown==0.1.2
61
+
markupsafe==3.0.2
62
+
mcp==1.12.0
63
+
mdurl==0.1.2
64
+
mpmath==1.3.0
65
+
neo4j==5.28.1
66
+
networkx==3.5
67
+
numpy==2.3.1
68
+
# NVIDIA CUDA packages excluded for lighter Docker images
69
+
# If GPU support is needed, uncomment relevant packages below:
70
+
# nvidia-cublas-cu12==12.6.4.1
71
+
# nvidia-cuda-cupti-cu12==12.6.80
72
+
# nvidia-cuda-nvrtc-cu12==12.6.77
73
+
# nvidia-cuda-runtime-cu12==12.6.77
74
+
# nvidia-cudnn-cu12==9.5.1.17
75
+
# nvidia-cufft-cu12==11.3.0.4
76
+
# nvidia-cufile-cu12==1.11.1.6
77
+
# nvidia-curand-cu12==10.3.7.77
78
+
# nvidia-cusolver-cu12==11.7.1.2
79
+
# nvidia-cusparse-cu12==12.5.4.2
80
+
# nvidia-cusparselt-cu12==0.6.3
81
+
# nvidia-nccl-cu12==2.26.2
82
+
# nvidia-nvjitlink-cu12==12.6.85
83
+
# nvidia-nvtx-cu12==12.6.77
84
+
ollama==0.4.9
85
+
onnxruntime==1.22.1
86
+
openai==1.97.0
87
+
openapi-pydantic==0.5.1
88
+
openpyxl==3.1.5
89
+
orjson==3.11.0
90
+
packaging==25.0
91
+
pandas==2.3.1
92
+
pdfminer-six==20250506
93
+
pika==1.3.2
94
+
pillow==11.3.0
95
+
portalocker==2.10.1
96
+
protobuf==6.31.1
97
+
pycparser==2.22
98
+
pydantic-core==2.33.2
99
+
pydantic-extra-types==2.10.5
100
+
pydantic-settings==2.10.1
101
+
pydantic==2.11.7
102
+
pygments==2.19.2
103
+
pymysql==1.1.1
104
+
pyperclip==1.9.0
105
+
# Windows-specific packages excluded:
106
+
# pyreadline3==3.5.4 # Windows only
107
+
# pywin32==311 # Windows only
108
+
python-dateutil==2.9.0.post0
109
+
python-dotenv==1.1.1
110
+
python-multipart==0.0.20
111
+
python-pptx==1.0.2
112
+
pytz==2025.2
113
+
pyyaml==6.0.2
114
+
qdrant-client==1.14.3
115
+
redis==6.2.0
116
+
referencing==0.36.2
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regex==2024.11.6
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+
requests==2.32.4
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+
rich-rst==1.3.1
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+
rich-toolkit==0.14.8
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+
rich==14.0.0
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+
rignore==0.6.2
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rpds-py==0.26.0
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safetensors==0.5.3
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schedule==1.2.2
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scikit-learn==1.7.0
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+
scipy==1.16.0
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+
sentence-transformers==4.1.0
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+
sentry-sdk==2.33.0
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+
setuptools==80.9.0
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+
shellingham==1.5.4
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six==1.17.0
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+
sniffio==1.3.1
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soupsieve==2.7
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sqlalchemy==2.0.41
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+
sse-starlette==2.4.1
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starlette==0.46.2
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+
sympy==1.14.0
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tenacity==9.1.2
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threadpoolctl==3.6.0
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tokenizers==0.21.2
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+
# Torch excluded for lighter Docker images (very large package ~2GB)
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