القائمة
Configure the LLM provider for arktrace (OpenAI, local Ollama, or llama.cpp). Use when setting up a new environment or switching LLM providers.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
Deploy arktrace to Cloudflare Pages and configure R2, CI, and environment variables. Use when setting up a new deployment or updating production configuration.
Download the arktrace demo dataset from R2 for local development. Use when you need sample data without running the full pipeline.
Run the arktrace analyst dashboard locally. Use when developing the React frontend or verifying UI changes.
Run the arktrace shadow fleet screening pipeline for a region. Use when scoring vessels, refreshing the watchlist, or running the full pipeline end-to-end.
Run arktrace tests — pipeline unit/integration tests and frontend Vitest tests. Use before committing or when CI fails.
استنادا إلى تصنيف SOC المهني
| name | arktrace-llm-setup |
| description | Configure the LLM provider for arktrace (OpenAI, local Ollama, or llama.cpp). Use when setting up a new environment or switching LLM providers. |
| license | Apache-2.0 |
| compatibility | Requires .env file; optional local GPU for self-hosted models |
| metadata | {"repo":"arktrace"} |
Set LLM_PROVIDER in .env to one of:
| Value | Where it runs | Requires |
|---|---|---|
openai | OpenAI API | OPENAI_API_KEY in .env |
ollama | Local (Ollama) | ollama serve running on :11434 |
llama_cpp | Local (llama.cpp) | server running on LLM_BASE_URL |
ollama serve # separate terminal
ollama pull llama3.2
echo 'LLM_PROVIDER=ollama' >> .env
See references/local-llm-setup.md for model selection, GPU config, and performance tuning.