AIPython★ 682
DataScienceUIBK/Rankify
RANKIFY: TOOL FOR RAG
Rankify — Python toolkit for search, reranking, and RAG. Includes 40 benchmark datasets, 7+ search methods and 24+ ranking models. Supports multiple RAG schemes and easy integration into AI projects.
// KEY FEATURES
- Indexes and searches over 40 benchmark datasets using 7+ retrieval methods: BM25, Dense
- Applies 24+ reranking models: Cross‑Encoder, ColBERTv2, BGE‑Reranker
- Implements several RAG schemes: naive, multi‑query, self‑refine
- Easily integrates into AI agents and chatbots via API, compatible with HuggingFace and LangChain
#agent#ai#chatgpt#information-retrieval#llm#nlp#question-answering#rag#ranked-retrieval#reranking#retrieval#retrival-augmented-generation
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