pip install SentenceGraph# from SentenceGraph.core import SentenceGraph, Format, TextNodeType
# from SentenceGraph.functional import create_text_nodes# sentenceGraph = SentenceGraph()# SentenceGraph requires all sentences to be passed as TextNode, which is just a namedtuple containing an id and text.
# There are several ways to prepare your sentence data for SentenceGraph.
# Use the builtin helper function which will just assign sequential ids for the data. Useful for experimentation.
# sentences = ['This framework generates embeddings for each input sentence',
# 'Sentences are passed as a list of string.',
# 'The quick brown fox jumps over the lazy dog.']
# sentences = create_text_nodes(sentences)
# #
# sentences = [TextNode(1, 'This framework generates embeddings for each input sentence'),
# TextNode(2, 'Sentences are passed as a list of string.'),
# TextNode(3,'The quick brown fox jumps over the lazy dog.')]# sim_graph = sentenceGraph.createGraph(sentences)
# sim_graphYou can also return a graph matrix in different formats.
# sim_graph = sentenceGraph.createGraph(sentences, format=Format.Numpy)
# sim_graph