Unify siloed data to create a complete view of your customers in a knowledge graph. Link customer interactions, preferences, and behaviors across multi-channel touchpoints to gain a deep understanding of each individual. With this rich context, you can personalize experiences, anticipate customer need...
目录1 知识图谱的概念 2 知识图谱的行业应用 3 智能金融的知识图谱框架 4 构建知识图谱的基本流程(医学智能问答) 知识图谱(Knowledge Graph)是人工智能重要分支,知识工程在大数据环境中的成功应用,知识图谱与大数据和深度学习一起,成为推动互联网和人工智能发展的核心驱动力之一。 今天... ...
("PORT", 8080)) driver = GraphDatabase.driver(url, auth=basic_auth(username, password)) @app.route("/") def get_index(): return app.send_static_file("index.html") def query(q: LiteralString) -> LiteralString: # this is a safe transform: # no way for cypher injection by ...
("PORT", 8080)) driver = GraphDatabase.driver(url, auth=basic_auth(username, password)) @app.route("/") def get_index(): return app.send_static_file("index.html") def query(q: LiteralString) -> LiteralString: # this is a safe transform: # no way for cypher injection by ...
driver = GraphDatabase.driver(url, auth=basic_auth(username, password)) @app.route("/") def get_index(): return app.send_static_file("index.html") def query(q: LiteralString) -> LiteralString: # this is a safe transform: # no way for cypher injection by trimming whitespace ...
We further propose a method for knowledge graph-enhanced molecular contrastive learning with functional prompt (KANO), exploiting external fundamental domain knowledge in both pre-training and fine-tuning. Specifically, with element-oriented knowledge graph as a prior, we first design an element-guided...
http://github.com/microsoft/graphrag/blob/main/graphrag/index/graph/extractors/claims/prompts.py 下面以提取Entity/Relation为例,讲解如何微调prompt。先看下提取Entity/Relation默认prompt内容: prompt包含Goal、Steps、Examples等几个部分,告诉LLM本次任务的目标是什么,如何达成这个目标,并举了几个例子,这些就是Gr...
Each knowledge graph has a Lucene index that is created and maintained automatically. It allows you to search for entities and relationships using the content stored in some properties. By default, all properties on all entity types and all relationship types are indexed if they have the Text da...
http://github.com/microsoft/graphrag/blob/main/graphrag/index/graph/extractors/claims/prompts.py 下面以提取Entity/Relation为例,讲解如何微调prompt。先看下提取Entity/Relation默认prompt内容: prompt包含Goal、Steps、Examples等几个部分,告诉LLM本次任务的目标是什么,如何达成这个目标,并举了几个例子,这些就是Gr...
在/graphrag/graphrag/index/flows/extract_graph_nlp.py中extract_graph_nlp函数根据输入数据提取graph 其中GRAPH_EXTRACTION_PROMPT可以参考/graphrag/graphrag/prompts/index/entity_extraction.py index_cli创建graph index _index_cli函数最终调用build_index函数 创建graph的工作流如下 1、create_base_text_units函数...