2026.04

This release introduces a powerful AI Mind module with Vector search and RAG capabilities, a brand-new Task Scheduler, and richer table and audit tooling.

AI Mind & Vectorization (New Module)

• Vectorization: Full vector storage and retrieval, with chunked vectorization and per-card vector handling.
• RAG Search Tool: New Retrieval-Augmented Generation search with streaming support and a "Search Similar" tool.
• Vectorized Training Cards: New vectorized card type, enabling AI-powered semantic search across training data.
• Mind-Based Knowledge Bases: Vectorization is organized per Mind, allowing isolated, contextual knowledge bases.

Custom Connector Builder (New Module)

• AI-Assisted Tap Builder: Users can now build their own custom (Singer) tap connectors through a dedicated System Mind, allowing data ingestion from virtually any external source not covered by built-in connectors.

Task Scheduler (New Module)

• Scheduled Conversations: Schedule recurring AI conversations and tasks.
• Conversation History: Each scheduled run links to its full conversation record.

Observability

• Mind Analytics: New page to track Mind performance and usage.

Data Lake & Tables

• Batch Update & Delete: New batch update and batch delete operations for tables.

Admin & Audit

• Audit / API Logs: Rewritten audit and API logs with server-side download support for query logs.