SocialCalendarAI

Is it tough to schedule times for you to meet with your friends? This app will help you decide on times to meet, places to go, and things to do by using AI to suggest personalized meetups.

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Inspiration

The recent technological developments in the field of AI has inspired us to pursue a project in multi-agent modeling for application of LLMs in solving real world problems. One of the problems that people face on a day-to-day basis is the friction in scheduling appointments with their loved ones- this involves the manual process of checking availability, confirming the times and booking for an event. Our intent was to solve this problem using AI!

What it does

The App currently takes User input such as their availability, and Multi-agent LLMs helps group of users to decide on event, time, and people they can hang out with. Based on the people, places, events to do - LLMs automatically schedules them for meetups. This prevents the manual process people have to deal with on a daily basis.

How we built it

For the Frontend, we used React Native for Mobile app development and Convex for Backend development. For the MultiAgent LLMs, we used Amazon Bedrock and AWS Lambda for deployment.

Challenges we ran into

Integration of LLMs from AWS to Backend was challenging due to us not having enough prior experience in this.

What's next for SocialCalendarAI

In terms of future improvements, we can rank suggestions given by LLMs to consider proximity/distance from users to venue and schedule accordingly. There is also manual work of scheduling the appointments with Food Places and Event organizers which can be totally skipped and replaced by the LLMs ( but requires advanced use of LLMs )

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