ZǻiddlmZddlmZmZddlmZddlmZddl m Z m Z  ddl Z GddeZy#e $rdZ YwxYw) ) annotations)AnyOptional)Embedder)EmbeddingsGenerationError)RateLimitHandlerrate_limit_handlerNcFeZdZ d dfd ZeddZxZS)CohereEmbeddingsc t tdt| |||_tj di||_y)NzuCould not import cohere python client. Please install it with `pip install "neo4j-graphrag[cohere]"`.)cohere ImportErrorsuper__init__modelClientclient)selfrr kwargs __class__s ^/opt/lhia/marcimex/agent/venv/lib/python3.12/site-packages/neo4j_graphrag/embeddings/cohere.pyrzCohereEmbeddings.__init__sG >R  +, mm-f- c  |jjd|g|jd|}|jdS#t$r}t d||d}~wwxYw)N)textsrrz*Failed to generate embedding with Cohere: r )rembedr embeddings Exceptionr)rtextrresponsees r embed_queryzCohereEmbeddings.embed_query-su (t{{((fjjH &&q) ) +r0s@# 3?P x  Fs 4>>