Using RASA NLU with python code and without API

Rasa Open Source
4

Hi @Omid

Yes interpreter module is deprecated in Rasa 3.x as Both NLU and CORE have been combined in 3.x version

To use only the NLU portion, Use this


from fastapi import FastAPI
from rasa.core.agent import Agent
 
app = FastAPI()

 
 
@app.get("/predictText")
async def read_item(modelId: str, query: str):
    
    modelName = f'{modelId}_nlu.tar.gz'
    agent_nlu = Agent.load(modelName)
    message = await agent_nlu.parse_message(query)
    # print(message)

    return {"prediction_info": message}