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  Finding a mechanic when your car gets broken into in SF

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  Finding a hair salon

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  Finding a coffee shop to work at

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  Finding a mechanic for an oil change

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Our ChatGPT Plugin: Discovering Places with Ease

Inspiration

As avid explorers of new places, we often found ourselves spending considerable time scrolling through reviews to find places that meet our specific needs. Whether we were searching for a dog-friendly restaurant or a quiet cafe for work, the process was tedious. We realized that many others face similar challenges, and that's when the idea for our ChatGPT plugin was born. We wanted to create a solution that would intelligently analyze reviews and provide personalized recommendations, saving users valuable time and effort.

What We Learned

Throughout the development of this plugin, we gained valuable experience in working with third-party APIs and integrating them with ChatGPT. We learned how to effectively retrieve and process user-generated reviews to extract meaningful information. Additionally, we gained insights into user preferences and how to tailor recommendations to meet diverse needs.

How We Built It

The plugin is built using ChatGPT and integrates with the Google Places API to retrieve reviews of places based on user queries. We developed a methodology to analyze the context of reviews and identify key attributes that align with user preferences. The plugin then curates a list of places that match the user's criteria and presents them in an easy-to-understand format. If the plugin lacks sufficient information to provide accurate recommendations, it will ask the user for additional context or details. Users can also request new options if they're not satisfied with the initial recommendations.

Challenges Faced

One of the key challenges we faced was accurately extracting relevant information from reviews, as they can vary widely in terms of content and structure. We had to experiment with different approaches to achieve the desired level of accuracy. Additionally, handling diverse user preferences and ensuring that the plugin provides relevant recommendations for different use cases required careful consideration and testing.

Conclusion

The development of this ChatGPT plugin has been a rewarding journey. It has not only allowed us to apply our technical skills but also provided us with the opportunity to create a tool that enhances the experience of discovering new places. We're excited to see how users will benefit from this plugin and continue to explore the world with ease.

Built With

• flask
• google-places
• openai
• plugin
• python