Transforming Audience Interaction into Insightful Summaries
At the Current 2025 conference in New Orleans, we showcased an innovative demo where audience observations transformed live into concise summaries, utilizing the power of Kafka and Flink on Confluent Cloud. Here’s a breakdown of how we achieved this:
- Conference Theme: “Be Ready” inspired our approach to capturing real-time audience feedback.
- Tech Stack: A robust pipeline was built using Kafka, Flink, and large language models (LLMs) for seamless data aggregation and summarization.
- Interactive Web App: Vik Gamov designed a user-friendly frontend, enabling audience members to submit messages easily.
We leveraged dynamic windowing in Flink for colorful insights, ensuring summaries reflected the ongoing vibe while filtering out lighter, irrelevant messages.
To dive deeper into our innovative solution, including prompt engineering strategies and technical insights, check out the full post!
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