Libr-AI/OpenFactVerification

FactCircuit: an auditable claim-and-evidence verification loop with immutable provenance, staged checks, bounded retrieval, and reproducible evaluation.

An attempt at a news audit system to analyze biased or even fake journalism

Deep Research Methodology (8-step) - Transform vague topics into high-quality research reports with systematic fact extraction and verifiable conclusions

A tool to detect potentially hallucinated or fabricated references in academic PDF papers.

Enterprise-grade deep research skill for Claude Code with 8-phase pipeline, source credibility scoring, and automated validation. Outperforms OpenAI, Gemini, and Claude Desktop in quality and verification.

Deepdive skill for Claude Code — 12-phase research pipeline: plan-review gate, parallel sub-agent search, claims-ledger triangulation with dissent protection, relevance × authority evidence filter, multi-angle red team, four-layer citation verification. 105 blocks, 29 channels, 460+ stat sources, 47 APIs, 1072 verified endpoints.

WikiChat is an improved RAG. It stops the hallucination of large language models by retrieving data from a corpus.

🔥 Visual AI research assistant that displays real-time thinking, provides split-view analysis, and automatic citations using Claude and Firecrawl

Benchmarking long-form factuality in large language models. Original code for our paper "Long-form factuality in large language models".