Live chat echo
AI can enhance live chat streams by analyzing real-time data, identifying trends, and driving interactive elements like voting to boost audience engagement.


Transforming the chaos of a fast-paced livestream chat into an easily understandable, live representation that enhances interaction and engagement.


- The Live Chat Echo updates in real-time, reflecting the chat's topics, questions, and emotions, aiding the streamer in engaging with the audience.
- The system also needs to analyze the stream's context and activities to accurately interpret viewer contributions.
- AI-driven audience voting enhances engagement by creating dynamic and interactive participation.

More of the Witlist

Embedding models can rank content along virtually any dimension. This capability provides significant value by enabling users to explore and analyze the embeddings to create a spectrum of any features.

Letting people select text to ask follow-up questions provides immediate, context-specific information, enhancing AI interaction and exploration.

Guide users to understand what makes a good prompt will help them learn how to craft prompts that result in better outputs.

In Arc, a playful pinch interaction lets you quickly distill any webpage into a brief summary, capturing the essence of the content in moments.

Automatic model switching in AI can boost efficiency by selecting the most appropriate model for each query, ensuring a balance between quick and accurate responses.

Input design concepts in small bits and see the cumulative output in real-time. Explore different combinations and immediately visualize the results, making the creative process interactive and flexible.