MoreAnalyzing graph dataAnalyzing graph dataGraph databases give us a powerful way to represent and query real-world relationships. There are a number of chains that make it easy to use LLMs to interact with various graph DBs.📄️ Diffbot Graph TransformerOpen In Collab📄️ ArangoDB QA chainOpen In Collab📄️ Neo4j DB QA chainThis notebook shows how to use LLMs to provide a natural language interface to a graph database you can query with the Cypher query language.📄️ FalkorDBQAChainThis notebook shows how to use LLMs to provide a natural language interface to FalkorDB database.📄️ HugeGraph QA ChainThis notebook shows how to use LLMs to provide a natural language interface to HugeGraph database.📄️ KuzuQAChainThis notebook shows how to use LLMs to provide a natural language interface to Kùzu database.📄️ Memgraph QA chainThis notebook shows how to use LLMs to provide a natural language interface to a Memgraph database. To complete this tutorial, you will need Docker and Python 3.x installed.📄️ NebulaGraphQAChainThis notebook shows how to use LLMs to provide a natural language interface to NebulaGraph database.📄️ Graph QAThis notebook goes over how to do question answering over a graph data structure.📄️ GraphSparqlQAChainGraph databases are an excellent choice for applications based on network-like models. To standardize the syntax and semantics of such graphs, the W3C recommends Semantic Web Technologies, cp. Semantic Web. SPARQL serves as a query language analogously to SQL or Cypher for these graphs. This notebook demonstrates the application of LLMs as a natural language interface to a graph database by generating SPARQL.\📄️ Neptune Open Cypher QA ChainThis QA chain queries Neptune graph database using openCypher and returns human readable response📄️ Tree of Thought (ToT) exampleThe Tree of Thought (ToT) is a chain that allows you to query a Large Language Model (LLM) using the Tree of Thought technique. This is based on the paper "Large Language Model Guided Tree-of-Thought"PreviousSynthetic Data generationNextDiffbot Graph Transformer