Relevance Python Packages

larzsearch

Full-text search with BM25 relevance ranking and fuzzy matching, in pure Python. No Elasticsearch, zero dependencies.

nomiracl

NoMIRACL: A multilingual hallucination evaluation dataset to evaluate LLM robustness in RAG against first-stage retrieval errors on 18 languages.

tezeta

Tezeta is a Python package designed to optimize memory in chatbots and Language Model (LLM) requests using relevance-based vector embeddings. This, in essence, provides support for using much longer conversations and text requests than supported by the context window.