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>=1.0.80"
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 1.0.80
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-1.0.80-cp310-abi3-win_amd64.whl | CPython 3.10 | abi3 | Windows x86-64 | Details |
| entroly_core-1.0.80-cp310-abi3-musllinux_1_2_x86_64.whl | CPython 3.10 | abi3 | Linux musl 1.2+ x86-64 | Details |
| entroly_core-1.0.80-cp310-abi3-musllinux_1_2_aarch64.whl | CPython 3.10 | abi3 | Linux musl 1.2+ ARM64 | Details |
| entroly_core-1.0.80-cp310-abi3-manylinux_2_28_aarch64.whl | CPython 3.10 | abi3 | Linux glibc 2.28+ ARM64 | Details |
| entroly_core-1.0.80-cp310-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl | CPython 3.10 | abi3 | Linux glibc 2.17+ x86-64 | Details |
| entroly_core-1.0.80-cp310-abi3-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl | CPython 3.10 | abi3 | macOS 10.12+ x86-64, macOS 10.12+ universal2 (ARM64, x86-64), macOS 11.0+ ARM64 | Details |
Total release size: 23.3 MB
Release files / entroly_core-1.0.80-cp310-abi3-win_amd64.whl
| Download URL | entroly_core-1.0.80-cp310-abi3-win_amd64.whl |
|---|---|
| Size | 3.1 MB |
| Tags | CPython 3.10 Windows x86-64 abi3 |
|
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No |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Release files / entroly_core-1.0.80-cp310-abi3-musllinux_1_2_x86_64.whl
| Download URL | entroly_core-1.0.80-cp310-abi3-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 3.7 MB |
| Tags | CPython 3.10 Linux musl 1.2+ x86-64 abi3 |
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No |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Release files / entroly_core-1.0.80-cp310-abi3-musllinux_1_2_aarch64.whl
| Download URL | entroly_core-1.0.80-cp310-abi3-musllinux_1_2_aarch64.whl |
|---|---|
| Size | 3.5 MB |
| Tags | CPython 3.10 Linux musl 1.2+ ARM64 abi3 |
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No |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
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Release files / entroly_core-1.0.80-cp310-abi3-manylinux_2_28_aarch64.whl
| Download URL | entroly_core-1.0.80-cp310-abi3-manylinux_2_28_aarch64.whl |
|---|---|
| Size | 3.3 MB |
| Tags | CPython 3.10 Linux glibc 2.28+ ARM64 abi3 |
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twine/7.0.0 CPython/3.13.14
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Release files / entroly_core-1.0.80-cp310-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | entroly_core-1.0.80-cp310-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 3.4 MB |
| Tags | CPython 3.10 Linux glibc 2.17+ x86-64 abi3 |
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No |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Release files / entroly_core-1.0.80-cp310-abi3-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl
| Download URL | entroly_core-1.0.80-cp310-abi3-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl |
|---|---|
| Size | 6.3 MB |
| Tags | CPython 3.10 abi3 macOS 10.12+ universal2 (ARM64, x86-64) macOS 10.12+ x86-64 macOS 11.0+ ARM64 |
|
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