New GraphAcademy Course: Transform Unstructured Data into Knowledge Graphs with LLMs and Python

Written by neo4j | Published 2024/10/19
Tech Story Tags: python-programming | knowledge-graph | graphrag | neo4j | graph-data-structures | new-graphacademy-course | building-knowledge-graphs | good-company

TLDRThereā€™s a new course on GraphAcademy:Ā __[Building Knowledge Graphs with LLMs] Knowledge graphs are an essential tool in grounding GenAI applications. In this new course, you will learn how to create and query knowledge graphs using large language models (LLMs)via the TL;DR App

On GraphAcademy, thereā€™s a new course that will teach you how to create and query knowledge graphs using large language models (LLMs).

Itā€™s called Building Knowledge Graphs with LLMs.

Using the text analysis capabilities of LLMs, you can generate a knowledge graph easily, extracting the entities and relationships relevant to your use case. AĀ knowledge graphĀ is a source of truth and allows you to access and understand the relationships in your unstructured data. Knowledge graphs are an essential tool in grounding GenAI applications usingĀ GraphRAG.

You will use theĀ Neo4j LLM Graph BuilderĀ and Python to build knowledge graphs from unstructured data.

You will learn the steps required to generate a knowledge graph, how to set a schema and interpret the results.

This is a hands-on course in which you can upload and process your unstructured data into a graph data model.

You will develop retrievers and use Cypher generation to get data from the graph.

This is an advanced course and you should have an understanding of Neo4j, integrating LLMs into applications, and Cypher. After completing this course, you will have the knowledge and skills to build a knowledge graph from your unstructured data and use it to ground a GenAI chatbot.

Enroll in theĀ Building Knowledge Graphs with LLMs courseĀ onĀ Neo4j GraphAcademy.


What is Neo4j GraphAcademy?

AtĀ Neo4j GraphAcademy, we offer a wide range of courses completely free of charge, teaching everything fromĀ Neo4j FundamentalsĀ toĀ Building Neo4j Applications with .NET.


Written by neo4j | Neo4j is the world's leading graph database, with native graph storage and processing..
Published by HackerNoon on 2024/10/19