Coherence Python Packages

director-ai

Real-time LLM hallucination guardrail — NLI + RAG fact-checking with opt-in claim-level streaming contradiction halt. Drop-in for any LLM backend.

carl-studio

Coherence-Aware Reinforcement Learning (CARL) - breakthrough LLM post-training and test-time training paradigm. carl builds the world's most advanced and intelligent agent systems that are a step change over current gen agents

backfire-kernel

Real-time LLM hallucination guardrail — NLI + RAG fact-checking with opt-in claim-level streaming contradiction halt. Drop-in for any LLM backend.

spectral-connectivity

Frequency domain estimation and functional and directed connectivity analysis tools for electrophysiological data

coherence-client

The Coherence Python Client allows Python applications to act as cache clients to an Oracle Coherence cluster using gRPC as the network transport.

carl-core

Coherence math primitives for CARL (Coherence-Aware Reinforcement Learning)

director-ai-lite

Real-time LLM hallucination guardrail — NLI + RAG fact-checking with opt-in claim-level streaming contradiction halt. Drop-in for any LLM backend.

spwb

A DSP library and desktop application for measurement work: spectra, transfer functions, coherence, spectrograms and adaptive filtering

milcah

Milcah — the Coherence Engine: recursive, multi-LLM coherence pressure-testing of frameworks and worldviews.

trunajod

An easy-to-use library to extract indices from texts.

eeg-fconn

Python library to compute functional connectivity measures from EEG