I shared the most efficient way to convert any text data into a knowledge graph using LLAMA3 + GROQ. It's free and straightforward. No need any GPU, you could run it in a standard device.

Basic Tutorial:    • The easiest way to chat with Knowledg...  

Chapter:
00:00:00 Intro
00:00:44 How to load any text data?
00:01:35 Data Overview
00:02:15 Map Reduce Summarization
00:03:11 Should we use spacyllm?
00:04:53 Key insights: define entities, relations and few shot example
00:06:12 Using LLAMA3 & GROQ to convert text into a knowledge graph
00:06:30 GROQ set up
00:06:50 How to extract entities and relationships?
00:10:50 How to convert extracted entities and relationships into a Cypher Query?
00:12:40 How to insert generated Cypher Query to Neo4J database?
00:13:05 Result Overview
00:13:35 Outro

Everything you'll need:
Github repo: https://github.com/projectwilsen/Know...
GROQ API: https://console.groq.com/keys

#llm #llama3 #knowledgegraph #langchain #groq #neo4j #python