What’s New This Month ( January )
January 2026 brought major improvements to integrations and developer documentation:For Developers
- Vercel AI SDK Integration - Native middleware support with examples for personalized chat, streaming, and bulk operations
- Enhanced Documentation - Streamlined MongoDB/PostgreSQL guides and expanded user profiling patterns
- API Consistency - Updated
conversationId→sessionIdacross all integrations
Recent Highlights (Oct - Dec 2025)
For Developers
- Official SDKs - TypeScript and Python SDKs for seamless integration with any AI stack
- 10x Faster Retrieval - Reduced latency by ~71% (from ~4s to ~1.14s) through optimized processors
- Namespaces - Group and scope data under logical boundaries for multi-tenant workflows
For Users
- Complete UI Revamp - Redesigned platform with Playground as a full experimentation environment
- Magic Keys - Share context without duplication, with read-only access control
- Visual Context Graph - Dual-view visualization with direct editing capabilities
Performance
- 37% Faster Uploads - Improved ingestion speed for large documents
- 70%+ Speed Boost - Dramatic improvements for short conversations
- Async Ingestion - Non-blocking uploads backed by job queues for better throughput
What’s Next
- More Integrations - Expanding support for additional AI frameworks and tools
- Business Adapters - Pre-built connectors for enterprise platforms with streamlined setup
Looking for detailed release notes? Check the Platform Changelog for complete release history.