Faithfulness Python Packages

groundlens

Geometric LLM grounding verification — deterministic, auditable, no second LLM. Python library for measuring how faithfully model outputs reflect their sources.

groundguard

Verify LLM output against your source documents. Catch hallucinations in RAG pipelines and agentic workflows before they reach users.

dreaming-memory

Agent-agnostic faithfulness evaluation framework for agent memory quality scoring

rag-benchmarking

Framework-agnostic evaluation harness for RAG and agentic AI systems

faithscore

FaithScore: Fine-grained Evaluations of Hallucinations in Large Vision-Language Models