90 lines
2.4 KiB
Python
90 lines
2.4 KiB
Python
"""
|
|
Show how to use custom outputs.
|
|
|
|
@dev You need to add OPENAI_API_KEY to your environment variables.
|
|
"""
|
|
|
|
import asyncio
|
|
import json
|
|
import os
|
|
import sys
|
|
|
|
sys.path.append(os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__)))))
|
|
|
|
from dotenv import load_dotenv
|
|
|
|
load_dotenv()
|
|
|
|
import httpx
|
|
from langchain_openai import ChatOpenAI
|
|
from pydantic import BaseModel
|
|
|
|
from browser_use import Agent, Controller
|
|
from browser_use.agent.views import ActionResult
|
|
|
|
|
|
class Profile(BaseModel):
|
|
platform: str
|
|
profile_url: str
|
|
|
|
|
|
class Profiles(BaseModel):
|
|
profiles: list[Profile]
|
|
|
|
|
|
controller = Controller(exclude_actions=['search_google'], output_model=Profiles)
|
|
BEARER_TOKEN = os.getenv('BEARER_TOKEN')
|
|
|
|
if not BEARER_TOKEN:
|
|
# use the api key for ask tessa
|
|
# you can also use other apis like exa, xAI, perplexity, etc.
|
|
raise ValueError('BEARER_TOKEN is not set - go to https://www.heytessa.ai/ and create an api key')
|
|
|
|
|
|
@controller.registry.action('Search the web for a specific query')
|
|
async def search_web(query: str):
|
|
keys_to_use = ['url', 'title', 'content', 'author', 'score']
|
|
headers = {'Authorization': f'Bearer {BEARER_TOKEN}'}
|
|
async with httpx.AsyncClient() as client:
|
|
response = await client.post(
|
|
'https://asktessa.ai/api/search',
|
|
headers=headers,
|
|
json={'query': query},
|
|
)
|
|
|
|
final_results = [
|
|
{key: source[key] for key in keys_to_use if key in source}
|
|
for source in await response.json()['sources']
|
|
if source['score'] >= 0.2
|
|
]
|
|
# print(json.dumps(final_results, indent=4))
|
|
result_text = json.dumps(final_results, indent=4)
|
|
print(result_text)
|
|
return ActionResult(extracted_content=result_text, include_in_memory=True)
|
|
|
|
|
|
async def main():
|
|
task = (
|
|
'Go to this tiktok video url, open it and extract the @username from the resulting url. Then do a websearch for this username to find all his social media profiles. Return me the links to the social media profiles with the platform name.'
|
|
' https://www.tiktokv.com/share/video/7470981717659110678/ '
|
|
)
|
|
model = ChatOpenAI(model='gpt-4o')
|
|
agent = Agent(task=task, llm=model, controller=controller)
|
|
|
|
history = await agent.run()
|
|
|
|
result = history.final_result()
|
|
if result:
|
|
parsed: Profiles = Profiles.model_validate_json(result)
|
|
|
|
for profile in parsed.profiles:
|
|
print('\n--------------------------------')
|
|
print(f'Platform: {profile.platform}')
|
|
print(f'Profile URL: {profile.profile_url}')
|
|
|
|
else:
|
|
print('No result')
|
|
|
|
|
|
if __name__ == '__main__':
|
|
asyncio.run(main())
|