Nli 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.

dlk

A PyTorch Based Deep Learning Quick Develop Framework. One-Stop for train/predict/server/demo

omni-nli

A multi-interface (REST and MCP) server for natural language inference

longtracer

Detect hallucinations in LLM responses. Verify every claim against source documents using hybrid STS + NLI. Works with LangChain, LlamaIndex, or any RAG pipeline. pip install longtracer

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.

gts-engine

git_engine development suite: a powerful NLU training system

llm-antibodies

Antibodies for LLMs hallucinations (grouping LLM as a judge, NLI, reward models)

ega

Runtime enforcement layer for LLM outputs.

antibodies-rafaelsandroni

Antibodies for LLM hallucinations