Project Info
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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
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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Analysis
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Technology
- OpenAIUnchecked
- PythonUnchecked
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AI coding agents
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Codebase size
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