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llm-toolkit

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Schema-first toolkit for AI-assisted, spec-driven development. Turns spec → implementation into a deterministic pipeline backed by machine-checkable artifacts: JSON Schemas per step, deterministic prompt contracts, and a Python CLI that validates every stage in CI. Requirements, APIs, fixtures and NFRs stay traceable end to end.

  • Updated Sep 16, 2026
  • Python

Production-grade framework for super-prompt engineering. Interactive CLI, cross-platform automation (PowerShell 5.1/7+, bash, zsh), Docker, GitHub Actions CI/CD, and model-optimized YAML templates. MIT License.

  • Updated Apr 5, 2026
  • PowerShell

This repository explores LangChain Tools, covering built-in tools (DuckDuckGo Search, Shell Tool) and custom tools (@tool, StructuredTool, BaseTool). It demonstrates key concepts like Toolkit, Tool Binding, Tool Calling, Tool Execution, and AgentExecutor with a project on Currency Conversion Tool.

  • Updated Aug 29, 2025
  • Jupyter Notebook

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