Dynamic Toolsets v2 - Combining progressive discovery and semantic search
Introducing Dynamic Toolsets v2. Our new approach combines the strengths of both methods into a unified system that exposes three core tools:,
, and
. The key insight is that tool descriptions provide structure and discoverability, while semantic search provides efficiency and natural language discovery. Together, they create a system that scales naturally without sacrificing usability.
Features
-
Gram Functions composition - Gram instances are now composable. This allows some similarity to Hono's grouping pattern, making it possible to split and organize Gram Functions code bases more than before.
Before:
Now, with composability: - Integrate dynamic toolsets v2 with progressive and semantic search in one feature
- Introduce announcement modal for new Gram Functions release
- Add Resend example demonstrating email reminders via the Resend API
- Support non-blocking deployment creation for non-intrusive deployment initiation
- Update Gram description tagline and rearrange sidebar UI elements
- Index embedding tags to enhance search and retrieval operations
- Add tags to embeddings table for dynamic toolsets phase two
Fixes
- Wrap long environment variable names in Playground auth tab to prevent overflow
- Fix Moonshine button issues and adjust various UI elements
- Ensure dark mode compatibility for Shiki themes
- Increase function reap batch size for improved resource recovery
- Enhance deployment tracking and local Gram CLI setup processes
- Update esbuild configuration with CommonJS require shim for better compatibility
- Correct textual content in create-function CLI for improved clarity
