Home
About
Blog
Products
Forum
Support
Contact
Sunbelt Computer Software
PL/B Language Development and Support
Home
About
Blog
Products
Forum
Support
Contact
RuVector/crates/ruvector-py/pyproject.toml at main · ruvnet/RuVector · GitHub
Skip to content
Navigation Menu
Sign in
Appearance settings
Platform
AI CODE CREATION
GitHub Copilot
Write better code with AI
GitHub Copilot app
Direct agents from issue to merge
MCP Registry
Integrate external tools
DEVELOPER WORKFLOWS
Actions
Automate any workflow
Codespaces
Instant dev environments
Issues
Plan and track work
Code Review
Manage code changes
Code Quality
Enforce quality at merge
APPLICATION SECURITY
GitHub Advanced Security
Find and fix vulnerabilities
Code security
Secure your code as you build
Secret protection
Stop leaks before they start
EXPLORE
Why GitHub
Documentation
Blog
Changelog
Marketplace
View all features
Solutions
BY COMPANY SIZE
Enterprises
Small and medium teams
Startups
Nonprofits
BY USE CASE
App Modernization
DevSecOps
DevOps
CI/CD
View all use cases
BY INDUSTRY
Healthcare
Financial services
Manufacturing
Government
View all industries
View all solutions
Resources
EXPLORE BY TOPIC
AI
Software Development
DevOps
Security
View all topics
EXPLORE BY TYPE
Customer stories
Events & webinars
Ebooks & reports
Business insights
GitHub Skills
SUPPORT & SERVICES
Documentation
Customer support
Community forum
Trust center
Partners
View all resources
Open Source
COMMUNITY
GitHub Sponsors
Fund open source developers
PROGRAMS
Security Lab
Maintainer Community
GitHub Stars
Archive Program
REPOSITORIES
Topics
Trending
Collections
Enterprise
ENTERPRISE SOLUTIONS
Enterprise platform
AI-powered developer platform
AVAILABLE ADD-ONS
GitHub Advanced Security
Enterprise-grade security features
Copilot for Business
Enterprise-grade AI features
Premium Support
Enterprise-grade 24/7 support
Pricing
Search
/
Sign in
Sign up
Appearance settings
You signed in with another tab or window.
Reload
to refresh your session.
You signed out in another tab or window.
Reload
to refresh your session.
You switched accounts on another tab or window.
Reload
to refresh your session.
Dismiss alert
{{ message }}
ruvnet
RuVector
Repository navigation
Code
Issues
164
(164)
Pull requests
240
(240)
Discussions
Actions
Projects
Security and quality
Insights
More
items
Files
Expand file tree
main
Breadcrumbs
RuVector
/
crates
/
ruvector-py
/
pyproject.toml
Copy path
Blame
More file actions
Blame
More file actions
Latest commit
History
History
History
100 lines (94 loc) · 4.49 KB
main
Breadcrumbs
RuVector
/
crates
/
ruvector-py
/
pyproject.toml
Copy path
Top
File metadata and controls
Code
Blame
100 lines (94 loc) · 4.49 KB
Raw
Copy raw file
Download raw file
Open symbols panel
Edit and raw actions
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
[
build-system
]
requires
= [
"
maturin>=1.7,<2.0
"
]
build-backend
=
"
maturin
"
[
project
]
name
=
"
ruvector
"
version
=
"
0.1.4
"
description
=
"
Ultra-low-latency vector search (RaBitQ, Rust core) with a CLI and MCP server
"
readme
=
"
README.md
"
license
= {
text
=
"
MIT
"
}
requires-python
=
"
>=3.9
"
authors
= [{
name
=
"
Ruvector Team
"
}]
keywords
= [
"
vector-search
"
,
"
ann
"
,
"
rabitq
"
,
"
rust
"
,
"
embeddings
"
,
"
mcp
"
,
"
cli
"
,
"
vector-database
"
]
classifiers
= [
"
Development Status :: 3 - Alpha
"
,
"
Programming Language :: Rust
"
,
"
Programming Language :: Python :: 3
"
,
"
Programming Language :: Python :: 3.9
"
,
"
Programming Language :: Python :: 3.10
"
,
"
Programming Language :: Python :: 3.11
"
,
"
Programming Language :: Python :: 3.12
"
,
"
Programming Language :: Python :: 3.13
"
,
"
Programming Language :: Python :: 3.14
"
,
"
Programming Language :: Python :: Implementation :: CPython
"
,
"
Topic :: Scientific/Engineering :: Artificial Intelligence
"
,
"
Topic :: Database :: Database Engines/Servers
"
,
"
License :: OSI Approved :: MIT License
"
,
"
Operating System :: POSIX :: Linux
"
,
"
Operating System :: MacOS
"
,
"
Operating System :: Microsoft :: Windows
"
,
]
#
click + rich are BASE dependencies: `pip install ruvector` installs the
#
`ruvector` console script, whose module imports click at top level
#
(cli.py), so click must always be present or `ruvector --help` crashes
#
with ModuleNotFoundError. rich is imported lazily per subcommand but is a
#
runtime need of the same script. `import ruvector` (the library) still
#
imports only numpy.
dependencies
= [
"
numpy>=1.21
"
,
"
click>=8.1
"
,
"
rich>=13
"
]
[
project
.
scripts
]
ruvector
=
"
ruvector.cli:main
"
[
project
.
optional-dependencies
]
test
= [
"
pytest>=7
"
,
"
numpy>=1.21
"
]
#
Kept as an empty-effect alias so `pip install ruvector[cli]` (documented
#
in earlier READMEs) keeps working; click/rich are base dependencies now.
cli
= [
"
click>=8.1
"
,
"
rich>=13
"
]
#
MCP server: the official SDK. `ruvector.mcp_server` is the only module
#
that imports it. >=2.0 is required, not a style preference: mcp_server.py
#
imports `mcp.server.mcpserver.MCPServer`, which only exists from the v2
#
rename (v1 called it `FastMCP`) — `mcp>=1.6` would resolve and then fail
#
on import.
mcp
= [
"
mcp>=2.0
"
]
#
Framework adapters: only `ruvector.integrations.langchain` /
#
`.llamaindex` import these (at module level — see each module's
#
docstring for why that's the honest boundary, not a lazy-import
#
oversight); plain `import ruvector` never does. Floors are the exact
#
versions verified against while writing these adapters (`pip show
#
langchain-core` -> 1.6.6, `pip show llama-index-core` -> 0.14.25), not
#
guessed minimums.
langchain
= [
"
langchain-core>=1.6
"
]
llamaindex
= [
"
llama-index-core>=0.14
"
]
#
Salesforce Agentforce integration (ADR-352): only the two network
#
functions in `ruvector.integrations.salesforce`
#
(`get_oauth_token`/`fetch_records`) import httpx, lazily — not at module
#
level (unlike langchain/llamaindex, this module never subclasses a
#
third-party base class, so there's no forced-eager-import requirement).
#
httpx over `simple_salesforce` deliberately: this module only needs two
#
REST calls (OAuth token + SOQL query), not a full Salesforce ORM, and
#
httpx avoids simple_salesforce's heavier `requests`-based transitive
#
footprint.
salesforce
= [
"
httpx>=0.27
"
]
all
= [
"
ruvector[cli,mcp,langchain,llamaindex,salesforce]
"
]
[
project
.
urls
]
Repository
=
"
https://github.com/ruvnet/ruvector
"
Issues
=
"
https://github.com/ruvnet/ruvector/issues
"
"SDK Plan"
=
"
https://github.com/ruvnet/ruvector/tree/main/docs/sdk
"
[
tool
.
maturin
]
features
= [
"
pyo3/extension-module
"
]
python-source
=
"
python
"
module-name
=
"
ruvector._native
"
#
Hand-written stubs live alongside the Python source so they ship in the
#
wheel: `__init__.pyi` (package-level re-exports) + `_native.pyi` (the
#
compiled extension module). `python/ruvector/collection.py` needs no
#
separate stub — it's plain annotated Python, covered by py.typed
#
directly. (A `stubs/` tree duplicating `__init__.pyi` existed from the
#
M1 salvage and silently drifted out of sync with the real stubs; removed
#
rather than kept "in sync" by hand — it was never in this include list
#
in the first place, so nothing shipped from it.) See
#
`docs/sdk/02-strategy.md` § "Type stubs".
include
= [
{
path
=
"
python/ruvector/py.typed
"
,
format
=
"
wheel
"
},
{
path
=
"
python/ruvector/__init__.pyi
"
,
format
=
"
wheel
"
},
{
path
=
"
python/ruvector/_native.pyi
"
,
format
=
"
wheel
"
},
]
[
tool
.
pytest
.
ini_options
]
testpaths
= [
"
tests
"
]
You can’t perform that action at this time.