|
|
|
|
from termcolor import colored
|
|
|
|
|
|
|
|
|
|
from swarms.prompts.autobloggen import (
|
|
|
|
|
DRAFT_AGENT_SYSTEM_PROMPT,
|
|
|
|
|
REVIEW_PROMPT,
|
|
|
|
|
SOCIAL_MEDIA_SYSTEM_PROMPT_AGENT,
|
|
|
|
|
TOPIC_GENERATOR,
|
|
|
|
|
)
|
|
|
|
|
|
|
|
|
|
# Prompts
|
|
|
|
|
topic_selection_task = (
|
|
|
|
|
"Generate 10 topics on gaining mental clarity using ancient"
|
|
|
|
|
" practices"
|
|
|
|
|
)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
class AutoBlogGenSwarm:
|
|
|
|
|
"""
|
|
|
|
|
AutoBlogGenSwarm
|
|
|
|
|
|
|
|
|
|
Swarm Agent
|
|
|
|
|
Topic selection agent -> draft agent -> review agent -> distribution agent
|
|
|
|
|
|
|
|
|
|
Topic Selection Agent:
|
|
|
|
|
- Generate 10 topics on gaining mental clarity using Taosim and Christian meditation
|
|
|
|
|
|
|
|
|
|
Draft Agent:
|
|
|
|
|
- Write a 100% unique, creative and in human-like style article of a minimum of 5,000 words using headings and sub-headings.
|
|
|
|
|
|
|
|
|
|
Review Agent:
|
|
|
|
|
- Refine the article to meet PositiveMed’s stringent publication standards.
|
|
|
|
|
|
|
|
|
|
Distribution Agent:
|
|
|
|
|
- Social Media posts for the article.
|
|
|
|
|
|
|
|
|
|
Example:
|
|
|
|
|
```
|
|
|
|
|
from swarms.autobloggen import AutoBlogGenSwarm
|
|
|
|
|
swarm = AutoBlogGenSwarm()
|
|
|
|
|
swarm.run()
|
|
|
|
|
```
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
"""
|
|
|
|
|
|
|
|
|
|
def __init__(
|
|
|
|
|
self,
|
|
|
|
|
llm,
|
|
|
|
|
objective: str = "Clicks and engagement",
|
|
|
|
|
iterations: int = 3,
|
|
|
|
|
topic_selection_task: str = topic_selection_task,
|
|
|
|
|
max_retries: int = 3,
|
|
|
|
|
retry_attempts: int = 3,
|
|
|
|
|
topic_selection_agent_prompt: str = f"Your System Instructions: {TOPIC_GENERATOR}, Your current task: {topic_selection_task}",
|
|
|
|
|
):
|
|
|
|
|
self.llm = llm()
|
|
|
|
|
self.topic_selection_task = topic_selection_task
|
|
|
|
|
self.topic_selection_agent_prompt = (
|
|
|
|
|
topic_selection_agent_prompt
|
|
|
|
|
)
|
|
|
|
|
self.objective = objective
|
|
|
|
|
self.iterations = iterations
|
|
|
|
|
self.max_retries = max_retries
|
|
|
|
|
self.retry_attempts = retry_attempts
|
|
|
|
|
|
|
|
|
|
def print_beautifully(self, subheader: str, text: str):
|
|
|
|
|
"""Prints the text beautifully"""
|
|
|
|
|
print(
|
|
|
|
|
colored(
|
|
|
|
|
f"""
|
|
|
|
|
------------------------------------
|
|
|
|
|
{subheader}
|
|
|
|
|
-----------------------------
|
|
|
|
|
|
|
|
|
|
{text}
|
|
|
|
|
|
|
|
|
|
""",
|
|
|
|
|
"blue",
|
|
|
|
|
)
|
|
|
|
|
)
|
|
|
|
|
|
|
|
|
|
def social_media_prompt(self, article: str):
|
|
|
|
|
"""Gets the social media prompt"""
|
|
|
|
|
prompt = SOCIAL_MEDIA_SYSTEM_PROMPT_AGENT.replace(
|
|
|
|
|
"{{ARTICLE}}", article
|
|
|
|
|
).replace("{{GOAL}}", self.objective)
|
|
|
|
|
return prompt
|
|
|
|
|
|
|
|
|
|
def get_review_prompt(self, article: str):
|
|
|
|
|
"""Gets the review prompt"""
|
|
|
|
|
prompt = REVIEW_PROMPT.replace("{{ARTICLE}}", article)
|
|
|
|
|
return prompt
|
|
|
|
|
|
|
|
|
|
def step(self):
|
|
|
|
|
"""Steps through the task"""
|
|
|
|
|
topic_selection_agent = self.llm(
|
|
|
|
|
self.topic_selection_agent_prompt
|
|
|
|
|
)
|
|
|
|
|
topic_selection_agent = self.print_beautifully(
|
|
|
|
|
"Topic Selection Agent", topic_selection_agent
|
|
|
|
|
)
|
|
|
|
|
|
|
|
|
|
draft_blog = self.llm(DRAFT_AGENT_SYSTEM_PROMPT)
|
|
|
|
|
draft_blog = self.print_beatiufully("Draft Agent", draft_blog)
|
|
|
|
|
|
|
|
|
|
# Agent that reviews the draft
|
|
|
|
|
review_agent = self.llm(self.get_review_prompt(draft_blog))
|
|
|
|
|
review_agent = self.print_beautifully(
|
|
|
|
|
"Review Agent", review_agent
|
|
|
|
|
)
|
|
|
|
|
|
|
|
|
|
# Agent that publishes on social media
|
|
|
|
|
distribution_agent = self.llm(
|
|
|
|
|
self.social_media_prompt(article=review_agent)
|
|
|
|
|
)
|
|
|
|
|
distribution_agent = self.print_beautifully(
|
|
|
|
|
"Distribution Agent", distribution_agent
|
|
|
|
|
)
|
|
|
|
|
|
|
|
|
|
def run(self):
|
|
|
|
|
"""Runs the swarm"""
|
|
|
|
|
for attempt in range(self.retry_attempts):
|
|
|
|
|
try:
|
|
|
|
|
for i in range(self.iterations):
|
|
|
|
|
self.step()
|
|
|
|
|
except Exception as error:
|
|
|
|
|
print(
|
|
|
|
|
colored(
|
|
|
|
|
(
|
|
|
|
|
"Error while running AutoBlogGenSwarm"
|
|
|
|
|
f" {error}"
|
|
|
|
|
),
|
|
|
|
|
"red",
|
|
|
|
|
)
|
|
|
|
|
)
|
|
|
|
|
if attempt == self.retry_attempts - 1:
|
|
|
|
|
raise
|
|
|
|
|
|
|
|
|
|
def update_task(self, new_task: str):
|
|
|
|
|
"""
|
|
|
|
|
Updates the task of the swarm
|
|
|
|
|
|
|
|
|
|
Args:
|
|
|
|
|
new_task (str): New task to be performed by the swarm
|
|
|
|
|
|
|
|
|
|
"""
|
|
|
|
|
self.topic_selection_agent = new_task
|