Project: https://github.com/owen-lai/calhacks2024.git
Inspiration
Managing emails and related tasks was consuming too much time in our daily lives. This inspired us to develop Flowmail, a solution that streamlines repetitive tasks and boosts productivity.
What it does
Flowmail automates key email-related activities:
- Reads emails and signs attached documents
- Drafts intelligent email responses for user review
- Books transportation for events in Google Calendar
How we built it
- Leveraged Fetch.ai agents to delegate specific tasks
- Used the Fitz library for PDF interaction and editing
- Incorporated LLM agents to generate email responses
Challenges we ran into
- Overcoming DevOps and dependency management hurdles
- Integrating APIs smoothly into our product
- Ensuring consistent formatting and enabling auto-send email functionality
Accomplishments we're proud of
- Delivering a functional and user-friendly product within tight deadlines
- Seamlessly integrating AI to create a productivity-enhancing, interactive tool
- Developing a low-latency solution that efficiently coordinates multiple AI APIs
What we learned
- How to deploy and manage AI agents effectively
- Utilizing the Gmail API for automation
- Integrating diverse technologies to create a cohesive system
What's next for Flowmail
- Expanding integration with other email services (e.g., automating bill payments)
- Fine-tuning LLMs to optimize the performance of each agent
- Adding new agents for additional tasks, such as filling out surveys and filtering spam
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