Shavvimal
Shavvimal
/ graphrag_umap_visualisation.py
Created
September 3, 2024 20:38
Demonstrates how to visualize a knowledge graph generated using GraphRAG with UMAP embeddings. The script loads entity and relationship data from parquet files and then visualizes the graph using networkx and matplotlib.
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| import pandas as pd | |
| import networkx as nx | |
| import matplotlib.pyplot as plt | |
| import graspologic as gc | |
| # Load environment variables | |
| from dotenv import load_dotenv | |
| _ = load_dotenv() | |
| # Define paths |