Introduce tool calling support#116

Merged

orionpapadakis merged 18 commits into

beehive-lab:mainfrom

orionpapadakis:feat/tool-calling

Jun 16, 2026

Commits on Jun 16, 2026

[tool][WIP] Introduce tool-calling capabilities by GPULlama3.java
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[tools] Refactor tool-calling architecture: modularize components and extract ToolCallingDemo
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[introduce] Add standalone ToolCallingApp for tool-calling functionality in GPULlama3
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[tools][wip] Add support for Llama 3.2 tool-call injection: batch tool calls, user message integration, and enhanced response parsing.
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[tools][wip] Add fix for tool-calling
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[tools] Remove standalone `ToolCallingApp` and its references as it was used only for testing
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[tools] Remove tool-calling classes as redundant after dropping stand-alone test-only tool calling app class
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[tools] Add `supportsToolCalling` implementation and enhance tool call parsing
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[tools] Extend `ToolCallExtract` with optional `id` and unify tool call JSON parsing logic
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[tools] Add support for batch tool call encoding across multiple chat formats
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[tools] Unify tool call parsing logic, streamline method names, and extend support for multi-model formats
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Add default temperature and top-p resolution based on model formats, adjust `Options` validation and defaults
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[tools] Simplify section comments in `ToolCallParserUtils` for improved readability
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[tools][fix] Enhance JSON parsing in `ToolCallParserUtils` with string-aware brace counting
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[tools][fix] Update Qwen3ChatFormat to encode tool results using `<tool_response>` tags
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[tools][test] Add unit tests for `ToolCallParserUtils`, covering single and batch parsing scenarios
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Add thinking on/off control support
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Add support for canonical `<think>` token tracking and usage in thinking control encoding
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