ircot

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Vrin-cloud / engram

Knowledge-graph RAG library for multi-hop QA — iterative retrieve-and-reason (IRCoT), graph retrieval, and cross-document enrichment at ingest. Production retrieval pipeline in Python.

Updated Jul 10, 2026
Python

zakariaelaoufi / rag-nhop

Star

Multi-hop Retrieval-Augmented Generation with query decomposition, iterative retrieval, and LLM-as-a-judge evaluation.

qa natural-language-processing question-answering rag qa-automation multi-hop-question-answering rag-pipeline complex-query-answering query-decomposition ircot

Updated Oct 1, 2026
Jupyter Notebook

daniellopez882 / ircot-multihop-retrieval

Star

CPU-only reproduction of IRCoT's interleaved retrieval for multi-hop QA on MuSiQue and HotpotQA: bridge-entity re-querying, a learned stop controller, BM25 + bge-small hybrid retrieval, and Recall@k / EM / F1 with bootstrap intervals against one-shot and fixed-hop baselines.

python retrieval rag musique onnxruntime hotpotqa multi-hop-qa ircot

Updated Oct 14, 2026
Python

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