A simple AI-powered news aggregation agent built with LangGraph that crawls your preferred news sources and provides personalized news summaries based on your interests.
This news agent can:
- Provide daily news debriefs from your preferred sources
- Share interesting news facts
- Summarize news from specific sources
- Learn and adapt to your content preferences over time
The agent uses Tavily for web crawling and OpenAI GPT-4.1 for intelligent content curation.
- Clone this repository
- Create a virtual environment
- Install dependencies using uv:
uv sync
Copy the .env.example file and rename it to .env, then fill in the API keys for LangSmith, OpenAI, and Tavily.
Start the LangGraph server:
langgraph devThe dev command will launch the LangGraph Studio interface that you can interact with the graph through.
You can ask the agent things like:
- "Give me today's daily digest"
- "What's an interesting tech fact from today?"
- "Summarize the latest from TechCrunch"
The agent should learn your preferences over time and you provide feedback and provide increasingly personalized results.
The news agent uses a LangGraph workflow that includes web crawling tools, content curation, and a feedback loop for learning user preferences.
The agent maintains separate memory profiles for news source preferences and content preferences, allowing it to provide increasingly personalized results over time.