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v0.14.0

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@github-actions github-actions released this 16 Jul 08:44
· 37 commits to master since this release
v0.14.0
a091f8f

v0.14.0

Added

  • Programmatic Tool Calling (PTC): registry.ptc.enable() registers a programmatic_tool_call tool that lets LLMs write and execute Python code with registered tools callable in the namespace. Two-layer isolation via codecell.IpcSubprocessRuntime.
  • registry.invoke(tool_name, kwargs): Single-tool execution with full pipeline (permissions, logging).
  • Invocation tracking: invocation_id field on execution log entries (tr_bat_, tr_ptc_, tr_sig_ prefixes).
  • headers parameter for register_from_mcp (#212): pass custom HTTP headers (e.g. Authorization: Bearer ...) to MCP servers using SSE or streamable-http transports.
  • api_format="rosetta-ir" (#207): get_schemas() and build_tool_call_messages() can return rosetta IR types directly.

Changed

  • Structured result types for execute_tool_calls() (#202): returns ResultList of ToolCallResult | ErrorResult instead of dict.
  • Renamed LLM builder functions for clarity (old names preserved as deprecated aliases).
  • Canonical "openai-responses" format name (renamed from "openai-response").

Fixed

  • Persistent MCP connection breaks in sync mode (#211): MCPConnectionManager now uses a daemon thread with a persistent event loop for sync callers.
  • convert_tool_calls() argument loss (#205): passing an already-normalized ToolCall no longer loses arguments.

Dependencies

  • Bump llm-rosetta minimum from >=0.5.1,<0.7.0 to >=0.7.1,<0.8.0.

Install

pip install toolregistry==0.14.0

Full Changelog: v0.13.0...v0.14.0

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