Most content creators spend hours tracking trends and writing posts.
We automated it with Weaviate, Gemini, and way too much coffee at 𝗘𝘂𝗿𝗼𝗽𝗲'𝘀 𝗕𝗶𝗴𝗴𝗲𝘀𝘁 𝗛𝗮𝗰𝗸𝗮𝘁𝗵𝗼𝗻...
Three weeks ago, our team took part in the Big Berlin Hack by Tech Europe with a project called Aura Maxxing. The concept was to automatically detect trending topics on Twitter, then generate posts about those trends in a specific author's style and voice.
The stack:
• 𝗪𝗲𝗮𝘃𝗶𝗮𝘁𝗲 for vector search and storing writing samples
• 𝗚𝗼𝗼𝗴𝗹𝗲 𝗚𝗲𝗺𝗶𝗻𝗶 for understanding trends and generating content
• 𝗧𝗮𝘃𝗶𝗹𝘆 for gathering trend data
• A custom scoring model from 𝗣𝗶𝗼𝗻𝗲𝗲𝗿 for trend detection
We had tons of fun building this together, it's always so nice to hack in person when you're usually remote, and we ended up winning the wild card track - making us one of eight finalist teams.
The full journey, including how we built it and what we learned, is in this video 👇
https://youtu.be/i1cYfxB8-mw
Huge shoutout to @techeurope_ for putting together such a great event, and to our team for making it happen! 💙 @aestheticedwar1 @philipvollet
