What’s New
AI Assistant
- Streaming responses — Real-time conversations are more resilient. Edge cases in response serialization are handled gracefully, and sessions that were interrupted recover correctly rather than leaving the chat in an inconsistent state.
- Image context — Images shared in conversation now carry dimension, format, and file size metadata alongside the visual content, giving the assistant more to reason with when analyzing visuals.
- Entity data access — The assistant can now query entity tag information and aggregated entity data as part of data exploration conversations.
- Web search — Underlying web search tooling has been updated to the latest supported library. Searches during conversations continue without disruption.
Web App & Plugin
- Busy session feedback — When a session is already processing a request, the app now returns a clear message to try again shortly rather than producing an ambiguous error.
- Brand assets — Brand kit logos now load correctly in the assistant context.
What This Means for You
- Creative & Design Teams: Image-based creative briefs and visual asset analysis now carry full metadata. The assistant understands resolution, aspect ratio, and file format when evaluating visuals—leading to more accurate feedback.
- Sales & Research Teams: Web search during conversations is now faster and more reliable. Research-heavy workflows (competitor analysis, prospect validation, market trends) flow without interruption.
- All Users: Streaming conversations are more stable. Interrupted sessions recover cleanly, and the interface gives you clear signals when the assistant is busy instead of ambiguous errors.
Learn More
See the full release on GitHub.
Released 2026-07-02 • Advanced AI Agents