## DAY 19 — Native LLM tool calling#22
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Day 19 — Native LLM tool calling
_tools_to_openai_format/_tools_to_anthropic_format— конвертеры Tool → provider specTool.input_schema— опциональная JSON Schema (params выражает только flat-string args)call_tools() -> LLMResponse(ToolCall/LLMResponse dataclass) для OpenAI+Anthropic; Ollama не поддерживаетformat_assistant_tool_turn/format_tool_results— provider-aware threading tool_use↔tool_resultuse_native_tools, default False — старый детерминированный путь нетронут);_exec_native_toolрезолвит model cve_id → реальные CVE из ranked_cves307 tests green.