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Documentation Index

Fetch the complete documentation index at: https://getalchemystai.com/docs/llms.txt

Use this file to discover all available pages before exploring further.

Follow along with updates across Alchemyst’s context and memory platform. Stay up to date with the latest changes and improvements to Alchemyst.

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 → sessionId across 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.