{"library":"llama-index-postprocessor-cohere-rerank","type":"library","category":null,"description":"The llama-index-postprocessor-cohere-rerank library provides an integration for using Cohere's Rerank API within LlamaIndex, a data framework for LLM applications. This postprocessor is designed to enhance the relevance of retrieved documents in Retrieval-Augmented Generation (RAG) pipelines by re-ranking them based on semantic relevance. It is part of the broader LlamaIndex ecosystem, which typically sees frequent updates to its integration packages.","language":"python","status":"active","version":"0.8.0","tags":["llama-index","rerank","cohere","LLM","RAG","postprocessor","NLP","information retrieval"],"install":[{"cmd":"pip install llama-index-postprocessor-cohere-rerank","imports":["from llama_index.postprocessor.cohere_rerank import CohereRerank"]}],"homepage":"https://www.llamaindex.ai","github":null,"docs":null,"changelog":null,"pypi":"https://pypi.org/project/llama-index-postprocessor-cohere-rerank/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":100,"avg_install_s":21.4,"avg_import_s":5.71,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/llama-index-postprocessor-cohere-rerank/compatibility"},"provenance":{"verified_status":"passing","verified_at":"Sun Jun 28","last_verified":"Sun Jun 28","next_check":"Tue Jul 28","install_tag":null}}