AgentC-Consulting
AgentC Consulting
5 repositories

agentc-app-template

Open-source Crystal/Amber web app template — auth, email, file storage, typed components. Plug-n-play in 5 steps.

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  • 23 days ago

crystal-llm-structured-json

Get typed, schema-checked JSON from an LLM in Crystal, every time: structured outputs with llamero — OpenAI/Anthropic/Groq/OpenRouter with automatic failover, or local MLX inference on Apple Silicon. No Python, no llama.cpp, no GGUF.

crystal crystal-lang json-schema tutorial llm openai anthropic apple-silicon mlx structured-output
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  • about 1 hour ago

amber-crystal-todo-tutorial

Step-by-step Amber v2 tutorial (2026): build a complete Crystal web framework todo app with Granite + Postgres CRUD, ECR views, CSRF, and JavaScript via import maps — no Node.js, no npm, no amber CLI.

crystal web-framework amber crystal-lang amber-framework postgresql ecr granite-orm tutorial csrf import-maps todo-app
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  • about 1 hour ago

crystal-amber-recipes

Crystal & Amber recipes (2026): 15 copy-paste answers — JSON::Serializable, LLM structured output, Amber v2 routing and CRUD, Postgres, ECR templates, and import maps without Node.js.

crystal postgres amber granite crystal-lang amber-framework ecr llm importmaps structured-output json-serializable recipes
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  • about 1 hour ago

knowledge-packs

Fine-tune a small local model on your docs and prove it actually learned: versioned knowledge packs (curated sources + generated training JSONL + contamination-guarded held-out eval + JSON manifest), the packsmith Crystal CLI, MLX LoRA recipes for Apple Silicon, and measured before/after eval reports.

crystal amber-framework llm apple-silicon mlx evaluation fine-tuning knowledge-pack local-llm lora qlora synthetic-data
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  • about 1 hour ago