tagged with llm
Displaying 1-12 of 12 total results

lefinepro

lefinepro/ocawe

Workflow automation as simple as taking notes

crystal tts ai llm agents cd chatbots workflows
  • 12
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  • 2
  • 1
  • 9
  • 17 days ago
mamantoha

mamantoha/toon-crystal

Crystal implementation of the Token-Oriented Object Notation(TOON) serialization format

serialization llm data-format tokenizer
  • 10
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  • 0
  • 29 minutes ago
wevote-project

wevote-project/crystal-text-splitter

Intelligent text chunking for RAG (Retrieval-Augmented Generation) and LLM applications in Crystal.

crystal-lang llm rag
  • 7
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  • 1
  • 8 months ago
renich

renich/crystal-for-agents

Comprehensive, ground-truth Crystal v1.21.0 reference manual, 27 Ultra Programmer recipes, and portable AI agent skill.

crystal concurrency documentation Crystal-lang llm gemini ai-agents metaprogramming reference skill
  • 7
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  • 7 days ago
renich

renich/crystal-mcp

A Model Context Protocol (MCP) server for the Crystal language, providing tools to build, test, format, and inspect Crystal codebases.

crystal testing developer-tools ameba llm model-context-protocol mcp AI language-server
  • 5
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  • 1
  • 19 days ago
xthezealot

xthezealot/aixtract

Flatten directories into AI-ready files with encoded path context 🗂️🤖

crystal cli crystal-lang automation utilities chatgpt ai llm claude filemanagement promptengineering tooling
  • 1
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  • over 1 year ago
AgentC-Consulting

AgentC-Consulting/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. Amber framework pack + eval harness included.

crystal amber-framework llm apple-silicon mlx evaluation fine-tuning knowledge-pack local-llm lora qlora synthetic-data
  • 1
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  • 1
  • 2 months ago
jbox-web

jbox-web/ssherlock

Read-only SSH fleet audit collector in Crystal — one static binary, preset-based command catalogues (Linux, Proxmox, VMware ESXi), and one structured JSON envelope per host, shaped for an LLM to reason over.

crystal cli linux crystal-lang devops ssh llm security-audit agentless infrastructure-as-code audit esxi infrastructure inventory proxmox sysadmin vmware ai-agents
  • 1
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  • 6
  • 2 months ago
Cxmrykk

Cxmrykk/Palm-CLI Archived

CLI for PaLM API (Text Generation)

cli linux chatbot machine-learning google ai large-language-models llm palm palm-api
  • 0
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  • 0
  • 0
  • 0
  • about 3 years ago
AgentC-Consulting

AgentC-Consulting/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
  • 0
  • 0
  • 0
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  • 1
  • 3 months ago
AgentC-Consulting

AgentC-Consulting/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
  • 0
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  • 0
  • 3 months ago
mikeoz32

mikeoz32/cri

Crystal coding-agent harness with sandboxed WASM extensions, host-mediated capabilities, OpenAI-compatible providers, and a Vim-inspired TUI.

crystal sandbox vim tui zig wasm webassembly ai llm coding-agent
  • 0
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  • about 5 hours ago