ContextGem Files

ContextGem: Effortless LLM extraction from documents

This is an exact mirror of the ContextGem project, hosted at https://github.com/shcherbak-ai/contextgem. SourceForge is not affiliated with ContextGem.

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Name	Modified	Size	InfoDownloads / Week
Parent folder
README.md	2026-02-22	1.4 kB	0
v0.20.0 source code.tar.gz	2026-02-22	35.2 MB	0
v0.20.0 source code.zip	2026-02-22	35.6 MB	0
Totals: 3 Items		70.8 MB	0

Added

Auto-generate tool schemas from @register_tool decorated functions. Pass functions directly to tools=[...] — schemas are built automatically from type hints and docstrings. Explicit OpenAI-compatible schema dicts remain supported for full backward compatibility.
Added docstring-parser dependency for extracting tool parameter descriptions from Sphinx/reST, Google, and NumPy style docstrings.

Fixed

Deterministic tool schema generation: required field ordering in auto-generated schemas is now sorted, preventing non-deterministic output from frozenset iteration across Python process invocations.
Pinned onnxruntime<1.24.0 for Python 3.10, as onnxruntime 1.24+ dropped Python 3.10 wheels. Python 3.11+ is unaffected and uses the latest version.

Changed

Upgraded pinned dependency versions: litellm==1.81.14, openai==2.21.0, genai-prices==0.0.54. Versions remain pinned to maintain stability and avoid occasional breaking changes and API inconsistencies observed in previous unpinned releases.

Docs

Added dedicated "Chat with Tools" documentation page with examples for auto-schema generation, supported type hints, TypedDict usage, custom schema overrides, and tool configuration options.
Simplified quickstart tools example using the new @register_tool function-passing syntax.
Updated CONTRIBUTING.md with AI assistant guidance and Fabric commands.

Source: README.md, updated 2026-02-22

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