Create a file python_function_agent.py
with the following code:
import json
import httpx
from phi.agent import Agent
def get_top_hackernews_stories(num_stories: int = 10) -> str:
"""Use this function to get top stories from Hacker News.
Args:
num_stories (int): Number of stories to return. Defaults to 10.
Returns:
str: JSON string of top stories.
"""
# Fetch top story IDs
response = httpx.get("https://hacker-news.firebaseio.com/v0/topstories.json")
story_ids = response.json()
# Fetch story details
stories = []
for story_id in story_ids[:num_stories]:
story_response = httpx.get(f"https://hacker-news.firebaseio.com/v0/item/{story_id}.json")
story = story_response.json()
if "text" in story:
story.pop("text", None)
stories.append(story)
return json.dumps(stories)
agent = Agent(tools=[get_top_hackernews_stories], show_tool_calls=True, markdown=True)
agent.print_response("Summarize the top 5 stories on hackernews?", stream=True)
Create a virtual environment
Open the Terminal
and create a python virtual environment.
python3 -m venv ~/.venvs/aienv
source ~/.venvs/aienv/bin/activate
Install libraries
pip install openai phidata
Run the agent
python python_function_agent.py
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