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1. instructlab/docs.instructlab.ai instructlab/docs.instructlab.ai Public archive

   The docs.instructlab.ai public documentation repository. PRs accepted and encouraged!

   Shell 28 25

2. github-ai-engineering-framework github-ai-engineering-framework Public template

   A GitHub-based framework for governed AI-assisted software development using pre-commit, CI, and explicit engineering standards.

   Shell

3. Guardrails-AI Guardrails-AI Public template

   Reliable AI Infrastructure: Input/Output validation, structured data generation, and real-time risk mitigation for LLMs. Includes 50+ pre-built validators for PII, toxicity, hallucinations, and more.

   Python 1

4. aMMare-Asymmetric-Multi-Model-AI-Routing-Engine aMMare-Asymmetric-Multi-Model-AI-Routing-Engine Public

   A containerized, local-first agentic AI toolchain. LangChain middleware validates model output and executes approved tools; Headroom optimizes context; LiteLLM routes between a local vLLM endpoint …

   Shell 1

5. vllm-local-developer-stack vllm-local-developer-stack Public

   Containerized local LLM development stack. Features automated multi-GPU vLLM hosting (optimized for Qwen-Coder), | Tunables & Benchmarks │ One-click integration configurations for Zed IDE, VS Code …

   Shell

6. containers/ramalama containers/ramalama Public

   RamaLama is an open-source developer tool that simplifies the local serving of AI models from any source and facilitates their use for inference in production, all through the familiar language of …

   Python 3k 348