Skip to main content 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 documentsNode 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
Summary Throughout 2025, the platform evolved from foundational data infrastructure into a faster, more observable, and developer-friendly context and memory layer , delivering major gains in ingestion speed, retrieval latency, automation, and usability. 
