LTNER

Large Language Model Tagging for Named Entity Recognition with Contextualized Entity Marking

quick start

0. create a python env

use windows and install anaconda,crate a env for LTNER

conda create -n ltner python==3.10
conda activate ltner
pip install -r requirement.txt

and put your openai key to common/chatgpt/gpt.py:21

1. create a vector database

you can use milves or cloud service such as zilliz:https://cloud.zilliz.com.cn/

create a index include these fields

put your database service url and token to common/vector/zilliz.py:8

2. embedding data and send to database

run data\sentence_emb\emb.py run data\sentence_emb\emb_TEST.py

3. run LTNER

run main.py