Automated Topic Naming
Turftopic now allows you to automatically assign human readable names to topics using LLMs or n-gram retrieval!
from turftopic import KeyNMF
from turftopic.namers import OpenAITopicNamer
model = KeyNMF(10).fit(corpus)
namer = OpenAITopicNamer("gpt-4o-mini")
model.rename_topics(namer)
model.print_topics()| Topic ID | Topic Name | Highest Ranking |
|---|---|---|
| 0 | Operating Systems and Software | windows, dos, os, ms, microsoft, unix, nt, memory, program, apps |
| 1 | Atheism and Belief Systems | atheism, atheist, atheists, belief, religion, religious, theists, beliefs, believe, faith |
| 2 | Computer Architecture and Performance | motherboard, ram, memory, cpu, bios, isa, speed, 486, bus, performance |
| 3 | Storage Technologies | disk, drive, scsi, drives, disks, floppy, ide, dos, controller, boot |
| ... |