raink: Use LLMs for Document Ranking
bishopfox.com | blog | #ai-security | #open-source | #llm | #security-tools | #patch-analysis | #ranking-algorithm | #vulnerability-identification
Summary
Bishop Fox open-sources raink, a CLI tool using listwise LLM ranking to solve fuzzy ordering — sorting all 1,445 TLDs, linking patch diffs to advisories — beyond plain chat prompts' abilities.
- Published
- Collected
--- id: 3890 title: "raink: Use LLMs for Document Ranking" source_domain: bishopfox.com source_url: "https://bishopfox.com/blog/raink-llms-document-ranking" published_at: "2025-01-14 00:00" tags: ["ai-security", "open-source", "llm", "security-tools", "patch-analysis", "ranking-algorithm", "vulnerability-identification"] phying_url: "https://phying.com/item/3890" lang: en --- # raink: Use LLMs for Document Ranking ## Summary Bishop Fox open-sources raink, a CLI tool using listwise LLM ranking to solve fuzzy ordering — sorting all 1,445 TLDs, linking patch diffs to advisories — beyond plain chat prompts' abilities. ## Intelligence Metadata - **Sources:** bishopfox.com - **Published:** 2025-01-14 00:00 - **Original:** https://bishopfox.com/blog/raink-llms-document-ranking - **Phying News:** https://phying.com/item/3890