Welcome to the Streamlit AI Agent App! This app leverages LangGraph to create an interactive AI agent with dummy tools for creating email drafts and sending emails. 🚀
It is a demonstration of the following scenario: the tools are organised into 'safe' tools that the agent can use right away, and 'unsafe' tools where the agent has to ask the human-in-the-loop before proceeding.
- 🌟 AI Agent: An AI-powered assistant that helps you draft and send emails.
- ✉️ Create Email Drafts: Dummy function for sending email drafts (here you could import the Gmail tools for example for real world usage)
- 📧 Send Emails: Dummy function for sending emails
Follow these steps to set up the app on your local machine:
-
Clone the repository:
git clone https://github.com/eli6/agent-with-ask-first-tools.git cd agent-with-ask-first-tools -
Create a virtual environment:
python -m venv venv
(or python3)
-
Activate the virtual environment:
- On Windows:
venv\Scripts\activate
- On macOS/Linux:
source venv/bin/activate
- On Windows:
-
Install the dependencies:
pip install -r requirements.txt
-
**Make sure your MistralAI (or other provider) key is set in your environment.
To run the app out of the box, make sure your MISTRAL_API_KEY is set to your API key value.
- Run the app:
streamlit run app.py
-
Launch the app: Open your web browser and go to
http://localhost:8501. -
Interact with the AI Agent:
- Creating Email Drafts: Type your prompt to create a dummy email draft.
- Sending Emails: Confirm the draft and send the email.
Feel free to fork this repository and submit pull requests. Contributions are always welcome! 🌟
This project is licensed under the MIT License - see the LICENSE file for details.
- Streamlit: For providing an awesome framework for creating interactive web apps.
- LangGraph: For the powerful graph-based language modeling.
Enjoy using the Streamlit AI Agent App! 😊