castorini/ragnarok

ragnarok-install

Set up a ragnarok development environment — checks Python 3.11+, installs via uv or pip with cloud extras, and verifies with doctor. Use when someone is onboarding, setting up a fresh clone, or troubleshooting their environment.

لغة النص الأصلي: الإنجليزية

ragnarok-dataset

Use when working with ragnarok dataset-backed generation — retrieval configuration, pyserini dependency setup, topk multi-stage pipelines, dataset naming conventions, and retrieval method selection. Use when setting up or debugging dataset-backed workflows.

لغة النص الأصلي: الإنجليزية

ragnarok-verify

Use when validating ragnarok generate outputs — checks TREC format compliance, citation integrity (valid indices, non-empty references), response length bounds, and JSONL structure. Wraps `ragnarok validate` plus custom assertions. Use after running generate…

لغة النص الأصلي: الإنجليزية

ragnarok-quickstart

Use when working with ragnarok CLI commands (generate, validate, convert), prompt modes (chatqa, ragnarok_v4, etc.), dataset-backed or file-backed generation, TREC RAG output formats, or introspection (doctor, describe, schema). Covers all entry points,…

لغة النص الأصلي: الإنجليزية