adapters/sumbee/README.md

Sumbee.mn Integration Adapter

This directory is reserved for the future Sumbee.mn integration adapter.

How to integrate with Sumbee

The nlp_core package is framework-independent. To integrate it into Sumbee's infrastructure:

Option 1: Import as a Python Package

from nlp_core import Preprocessor, NEREngine, SentimentAnalyzer, TopicModeler

preprocessor = Preprocessor()
ner = NEREngine()

text = "Монгол улс Оростой хэлэлцээ хийв"
clean = preprocessor.preprocess(text)
entities = ner.recognize(clean)

Option 2: Call the FastAPI API

POST http://your-nlp-server:8000/api/analyze
Content-Type: application/json

{"text": "Монгол улс Оростой хэлэлцээ хийв"}

Option 3: Build a custom Sumbee adapter

Create a sumbee_adapter.py that:

1. Listens to Sumbee's message queue (e.g., Kafka, RabbitMQ)
2. Processes incoming social posts through nlp_core
3. Writes results back to Sumbee's database