Coherence Python Packages

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.

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.

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-studio

CARL (Coherence-Aware Reinforcement Learning) — information-theoretic reward signals for LLM training via token-level probability distributions

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.

eeg-fconn

To compute the functional connectivity from EEG in various bands

carl-core

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

trunajod

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