Extracting Knowledge Graphs From Text With GPT4o

Thu Vu · Beginner ·📊 Data Analytics & Business Intelligence ·1y ago

About this lesson

🌟 Join me to Master Python for AI Projects 👉 https://python-course-earlybird.framer.website/?&utm_source=kgfromtxt 🔗 Github repo for this project 👉 https://github.com/thu-vu92/knowledge-graph-llms/ 🔑 TIMESTAMPS ▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀ 0:00 - Intro 0:44 - Project - building knowledge graph from text 1:20 - What is a knowledge graph? 2:18 - Differences to traditional databases/ spreadsheets 3:25 - Applications of KGs 6:54 - Why was it challenging to create KGs? 8:01 - Quick Experiment: Neo4j LLM Knowledge Graph Builder 10:37 - Project tutorial - Creating KGs with OpenAI GPT4o in Python 22:46 - Conclusions #ai #python #graph

Original Description

🌟 Join me to Master Python for AI Projects 👉 https://python-course-earlybird.framer.website/?&utm_source=kgfromtxt 🔗 Github repo for this project 👉 https://github.com/thu-vu92/knowledge-graph-llms/ 🔑 TIMESTAMPS ▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀ 0:00 - Intro 0:44 - Project - building knowledge graph from text 1:20 - What is a knowledge graph? 2:18 - Differences to traditional databases/ spreadsheets 3:25 - Applications of KGs 6:54 - Why was it challenging to create KGs? 8:01 - Quick Experiment: Neo4j LLM Knowledge Graph Builder 10:37 - Project tutorial - Creating KGs with OpenAI GPT4o in Python 22:46 - Conclusions #ai #python #graph

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Chapters (9)

Intro

0:44 Project - building knowledge graph from text

1:20 What is a knowledge graph?

2:18 Differences to traditional databases/ spreadsheets

3:25 Applications of KGs

6:54 Why was it challenging to create KGs?

8:01 Quick Experiment: Neo4j LLM Knowledge Graph Builder

10:37 Project tutorial - Creating KGs with OpenAI GPT4o in Python

22:46 Conclusions

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