A fast-fail Python package for LLM-based document reranking with Azure OpenAI, RankGPT, PRP, Setwise Heapsort, TourRank-r, and AcuRank.
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Jul 23, 2026 - Python
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llm-reranking
Here are 6 public repositories matching this topic...
Production-grade HR document intelligence system built on n8n, Pinecone, OpenAI, and PostgreSQL. Automatically detects and processes multiple files from a Google Drive folder, then answers natural-language queries against your HR documents with cited, confidence-scored responses — complete with query logging, caching, and error handling.
webhook postgresql google-drive multi-agent openai deduplication audit-trail pinecone rag n8n generative-ai enterprise-ai hr-automation confidence-scoring document-intelligence-rag llm-reranking source-citation query-caching auto-ingestion
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Apr 28, 2026
Sequential recommendation datasets from Amazon Reviews 2023, built for LLM reranker evaluation
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Aug 23, 2026 - Python
TREC ROBUST04 ad-hoc retrieval system achieving MAP 0.4044 via a Seeded LLM Tournament (GPT-4o-mini listwise judge) and a Hybrid BM25+RM3+MonoT5+RRF pipeline. MSc final project, Reichman University.
python nlp information-retrieval bm25 query-expansion trec pyserini reciprocal-rank-fusion gpt-4o neural-reranking robust04 llm-reranking monot5
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Jun 13, 2026 - Jupyter Notebook
Defensive publication: two-stage RAG ranker whose LLM rerank stage fails open to a deterministic base.
retrieval ai-agents rag graceful-degradation prior-art defensive-publication fail-open llm-reranking
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Jun 25, 2026 - JavaScript
Semantic candidate search and information retrieval over ~200K profiles: Voyage-3 embeddings, hard/soft relevance filtering, and GPT-4o-mini reranking across 10 role configs. Exhaustive vector-database scans give exact hard-criteria recall, then a blind rubric-calibrated LLM judge reranks finalists. 90.3 avg, 100% hard-criteria pass.
python nlp machine-learning information-retrieval embeddings openai semantic-search search-relevance reranking vector-search approximate-nearest-neighbors vector-database llm candidate-matching turbopuffer gpt-4o-mini voyage-ai llm-reranking retrieval-pipeline relevance-engineering
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Aug 30, 2026 - Python
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