18 December 2025
Platform revamp- Rolled out a full UI and platform revamp, including the Playground, to streamline experimentation and iteration workflows
- Playground evolved beyond conversation into a full-fledged experimentation environment:
- Upload data directly
- Work with shared memory via magic keys
- Iterate on context without leaving the Playground
12 December 2025
Ingestion Performance & Reliability- Added async ingestion routes backed by a job queue
- Enabled non-blocking uploads, improving throughput and system stability under load
3 December 2025
Context Sharing- Introduced magic keys to reference and share context with anyone without duplicating or re-ingesting data
- The people you share the context with get a read only view of data, shared via magic key
27 November 2025
Context Visualization- Revamped context-graph visualization with dual views:
- Document view to explore context grouped by source documents
- Node view to inspect individual context nodes and relationships
- Added group-name based clustering to logically organize related documents and nodes
- Enabled direct graph interactions:
- Edit context nodes in place
- Delete nodes directly from the graph
- Instantly reflect changes across connected context
8 November 2025
Namespaces- Introduced Namespaces to group and scope data under logical boundaries
- Enabled cleaner data organization and more precise context retrieval
- Improved support for multi-tenant and multi-project workflows
21 October 2025
Context Retrieval- Improved context processor powering faster, more efficient retrieval
- Reduced retrieval latency by ~71% (from ~7s to ~2s)
- Improved fast-mode retrieval latency by ~57% (from ~400ms to ~170ms)
6 October 2025
SDK Release- Released TypeScript and Python SDKs for seamless integration with any AI agent or application
- Simplified context ingestion, retrieval, and memory management through a unified, developer-friendly API
- Designed for quick drop-in adoption across agent frameworks, services, and custom pipelines