entroly-core
Rust core for Entroly, the information-theoretic context optimization engine for AI coding agents.
Provides high-performance PyO3 bindings for:
- Knapsack optimizer - 0/1 DP context selection within token budget
- Shannon entropy scorer - boilerplate detection, information density
- SimHash deduplication - near-duplicate fragment detection
- Query analysis - TF-IDF vagueness scoring, heuristic refinement
- SAST scanner - security rules for common vulnerability classes
- LSH index - approximate nearest-neighbor semantic recall
- PRISM RL optimizer - online feedback-driven fragment weight learning
Install
python -m pip install --upgrade pip
python -m pip install --no-cache-dir -U "entroly-core>=1.0.87"
Prebuilt abi3 wheels are published for Linux, macOS, and Windows. One
wheel per platform covers Python 3.10+ including Python 3.14. If pip
tries to compile an old source distribution such as 0.2.0, upgrade pip
and retry with --no-cache-dir; the intended path is the prebuilt wheel,
not a local PyO3 build.
Usage
Usually used via the higher-level entroly package:
python -m pip install entroly
entroly # starts the MCP server
Or directly:
from entroly_core import ContextFragment, py_knapsack_optimize, py_shannon_entropy
License
Apache-2.0
1 maintainer
Metadata
1 maintainer
Release files for entroly-core 1.0.87
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Built distributions (wheels)
| File | Reset | |||
|---|---|---|---|---|
| entroly_core-1.0.87-cp310-abi3-win_amd64.whl | CPython 3.10 | abi3 | Windows x86-64 | Details |
| entroly_core-1.0.87-cp310-abi3-musllinux_1_2_x86_64.whl | CPython 3.10 | abi3 | Linux musl 1.2+ x86-64 | Details |
| entroly_core-1.0.87-cp310-abi3-musllinux_1_2_aarch64.whl | CPython 3.10 | abi3 | Linux musl 1.2+ ARM64 | Details |
| entroly_core-1.0.87-cp310-abi3-manylinux_2_28_aarch64.whl | CPython 3.10 | abi3 | Linux glibc 2.28+ ARM64 | Details |
| entroly_core-1.0.87-cp310-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl | CPython 3.10 | abi3 | Linux glibc 2.17+ x86-64 | Details |
| entroly_core-1.0.87-cp310-abi3-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl | CPython 3.10 | abi3 | macOS 11.0+ ARM64, macOS 10.12+ universal2 (ARM64, x86-64), macOS 10.12+ x86-64 | Details |
Total release size: 24.1 MB
Release files / entroly_core-1.0.87-cp310-abi3-win_amd64.whl
| Download URL | entroly_core-1.0.87-cp310-abi3-win_amd64.whl |
|---|---|
| Size | 3.2 MB |
| Tags | CPython 3.10 Windows x86-64 abi3 |
|
SHA-256 checksum How to use checksums |
016200a43cc7adb47d28b1739c7aa2453f42f726cd7d2525750c055ba62c274b
|
|
BLAKE2b-256 checksum How to use checksums |
9c7d74a867929b1fbb0fb1ccd9122f93ad1983b2b706e56d15fdae4b57247558
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Release files / entroly_core-1.0.87-cp310-abi3-musllinux_1_2_x86_64.whl
| Download URL | entroly_core-1.0.87-cp310-abi3-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 3.9 MB |
| Tags | CPython 3.10 Linux musl 1.2+ x86-64 abi3 |
|
SHA-256 checksum How to use checksums |
030cece4660d067b7a6a80ca5d2c3b9673ec524423d99d414d5308ec44060e52
|
|
BLAKE2b-256 checksum How to use checksums |
199eaef9b628d2247a5dccc83ebfe03d57eb6f5f71257812038694c4c3fcd43e
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Release files / entroly_core-1.0.87-cp310-abi3-musllinux_1_2_aarch64.whl
| Download URL | entroly_core-1.0.87-cp310-abi3-musllinux_1_2_aarch64.whl |
|---|---|
| Size | 3.6 MB |
| Tags | CPython 3.10 Linux musl 1.2+ ARM64 abi3 |
|
SHA-256 checksum How to use checksums |
94e6040daf0fbb733997df093aea6a37974c89407480721d6e2f700ed510d71c
|
|
BLAKE2b-256 checksum How to use checksums |
dc8132d321f6f89da76b9933d467d0c506d6a694861da158dd70b36b3b3733f6
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Release files / entroly_core-1.0.87-cp310-abi3-manylinux_2_28_aarch64.whl
| Download URL | entroly_core-1.0.87-cp310-abi3-manylinux_2_28_aarch64.whl |
|---|---|
| Size | 3.4 MB |
| Tags | CPython 3.10 Linux glibc 2.28+ ARM64 abi3 |
|
SHA-256 checksum How to use checksums |
c9e782a83bfa1bc74abb8274d025286c43de57e89b98a6081c487cbae078b117
|
|
BLAKE2b-256 checksum How to use checksums |
adad55c85cc84ab9fc7f6cffc381d60b62dc2a3c8245b4eda5592ecdb2f5d013
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Release files / entroly_core-1.0.87-cp310-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | entroly_core-1.0.87-cp310-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 3.5 MB |
| Tags | CPython 3.10 Linux glibc 2.17+ x86-64 abi3 |
|
SHA-256 checksum How to use checksums |
893b566ce3c5f18d496cd65c5c4b565af844d6391987bf4e0428769d05f1d3fa
|
|
BLAKE2b-256 checksum How to use checksums |
5f0accc1a4dd2ff3b8669d69cdf31494740a3701ca6ec2eafc5d17e830e29d84
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Release files / entroly_core-1.0.87-cp310-abi3-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl
| Download URL | entroly_core-1.0.87-cp310-abi3-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl |
|---|---|
| Size | 6.5 MB |
| Tags | CPython 3.10 abi3 macOS 10.12+ universal2 (ARM64, x86-64) macOS 10.12+ x86-64 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
9eab432e8fc9b6c36cead648c81128fc104a9254b076cf853b10422c5622ee5c
|
|
BLAKE2b-256 checksum How to use checksums |
352d8de9d10055d74b1a66e15049a42b200dd5c5ef2e0e0499a1743e19f62197
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
