Model Agnostic Python Packages

graqle

Persistent organisational intelligence for AI agents. Turn codebases, documents, policies and decisions into a knowledge graph — 13 LLM backends, impact analysis, evidence + confidence. Works with Claude Code, Cursor, Copilot.

cairn-remembers

Local-first memory for you and your AI. One SQLite vault on your computer, shared across local and cloud AI tools through MCP or the CLI.

cognigraph

Persistent organisational intelligence for AI agents. Turn codebases, documents, policies and decisions into a knowledge graph — 13 LLM backends, impact analysis, evidence + confidence. Works with Claude Code, Cursor, Copilot.

emo-cyber

The security subagent your AI stack can trust: scoped read-only audits, evidence-backed findings, 7 MCP tools. 2738 tests green.

sinq

Welcome to the official repository of SINQ! A novel, fast and high-quality quantization method designed to make any Large Language Model smaller while preserving accuracy [ICML 2026]

oasg

Local-first, model-agnostic workflow optimizer for long-running AI agents: observable JSONL ledgers, deterministic reducers, no-meta gates, and receipt-backed self-improvement without LLM judges or model-weight updates.

helix-adapter

Portable constitutional adapter for any LLM. Forces epistemic markers ([FACT], [REASONED], etc.), real-time drift detection, and tamper-evident receipts. Model-agnostic wrapper.

simplemaml

A simple generic (TensorFlow) function that implements the MAML algorithm for regression problems as designed by Chelsea Finn et al. 2017

cybnodes

Entoure ton LLM de reseaux de capacites verifiables (calcul, savoir, web), et redit chaque resultat dans sa voix. Model-agnostic, sans dependances.

slise

Robust regression algorithm that can be used for explaining black box models (Python implementation)

aime-xai

Approximate Inverse Model Explanations (AIME): model-agnostic XAI through an approximate inverse operator.

piensalo

PIÉNSALO is the open artificial cortex for AI—reduce context tokens, verify response quality, expand when needed, and safely fall back.

brand-loom

Open-source marketing skills that run on any model — with a hosted brand-memory engine. No coding agent required.

writing-agent

Most AI writing is fluent slop. Writing Agent turns a topic into a publishable, well-sourced article or book that argues a real thesis and self-critiques until it isn't slop - autonomous, model-agnostic, local-first.

gemex

GEMEX is a novel, model-agnostic Explainable AI (XAI) library grounded in Riemannian information geometry and differential geometry. It treats a trained model as defining a statistical manifold equipped with the Fisher Information Metric and derives all explanations from the intrinsic geometry of that manifold.

hummcode

The Hummingbird Coding Agent — minimalist, model-agnostic, and composable. Built from first principles with tree-based memory, surgical file edits, and a rich terminal UI.

hcc-field

**HCC can accompany you for a lifetime**

tsproto

Post-hoc prototype-based explanations with rules for time-series classifiers