summary.py

from langchain_groq import ChatGroq
from langchain.prompts import ChatPromptTemplate
from langchain_core.output_parsers import StrOutputParser
from dotenv import load_dotenv

load_dotenv()

model = ChatGroq(temperature=0, model_name="mixtral-8x7b-32768") #mixtral-8x7b-32768


def summarize(transcription):
    template="""You are provided  with transcription of a meeting between different people. Your task is to summarize this transcription
    Transcription: {transcription}"""

    prompt = ChatPromptTemplate.from_template(template)

    chain = prompt | model | StrOutputParser()
    summary=chain.invoke({"transcription":transcription})
    return summary