tasks/create_article_pitch.py

import json
import streamlit as st

import utils.settings as settings

from crewai import Task
from crewai.tasks.task_output import TaskOutput
from pydantic import BaseModel
from typing import List

from agents.curiosity_catalyst import curiosity_catalyst
from tools.scrape_website import scrape_tool
from tasks.create_learning_profile import learning_profile_task
from tasks.evaluate_articles import evaluation_task


class PitchedArticle(BaseModel):
    title: str
    url: str
    pitch: str


class PitchedArticles(BaseModel):
    articles: List[PitchedArticle]


def callback_function(output: TaskOutput):
    evaluated_articles = json.loads(output.exported_output)
    st.markdown(evaluated_articles)
    for article in evaluated_articles['articles']:
        settings.articles[article['url']]['pitch'] = article['pitch']
    st.markdown("### Create Article Pitch is executed successfully!")


article_pitch_task = Task(
    description=(
        "Create a pitch only for the articles that have been evaluated and no other links. "
        "Craft the pitch so to that it teases the article's most intriguing aspects, "
        "by posing questions that the article might answer or "
        "highlighting surprising facts to pique the user's curiosity "
        " to read the article for incremental learning."
    ),
    expected_output=(
        "List of all the artilces that have been evaluated phase along with their url and pitch statement and no other new urls."
    ),
    output_json=PitchedArticles,
    output_file="pitched_articles.json",
    tools=[scrape_tool],
    agent=curiosity_catalyst,
    async_execution=False,
    callback=callback_function,
    context=[learning_profile_task, evaluation_task]
)