chensyCN/LogicRAG
Source code of LogicRAG at AAAI'26.
Constructs query logic dependency graphs at test time to guide multi-step retrieval without requiring pre-built knowledge graphs, enabling efficient structured RAG on large or dynamic corpora. The system linearizes complex graph reasoning into sequential subproblems while maintaining logical coherence, with optimization via graph pruning and rolling memory. Integrates with OpenAI's API and supports flexible evaluation on custom datasets and corpora through configurable retrieval rounds and context windows.
180 stars.
Stars
180
Forks
31
Language
Python
License
—
Category
Last pushed
Dec 13, 2025
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/rag/chensyCN/LogicRAG"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
onestardao/WFGY
WFGY: open-source reasoning and debugging infrastructure for RAG and AI agents. Includes the...
KRLabsOrg/verbatim-rag
Hallucination-prevention RAG system with verbatim span extraction. Ensures all generated content...
iMoonLab/Hyper-RAG
"Hyper-RAG: Combating LLM Hallucinations using Hypergraph-Driven Retrieval-Augmented Generation"...
frmoretto/clarity-gate
Stop LLMs from hallucinating your guesses as facts. Clarity Gate is a verification protocol for...
anulum/director-ai
Real-time LLM hallucination guardrail — NLI + RAG fact-checking with token-level streaming halt....