{"slug": "show-hn-on-device-semantic-embedding-toolkit-built-on-ternlight", "title": "Show HN: On-device semantic-embedding toolkit built on ternlight", "summary": "A developer released an on-device semantic-embedding toolkit built on ternlight, offering features like semantic search, anomaly detection, and concept projection. The toolkit enables local AI-powered text analysis without cloud dependencies.", "body_md": "## Semantic Search\n\nOne item per line. Finds the nearest matches to your query.\n\n## Odd One Out\n\nThe item least like the rest (great as a game or anomaly detector).\n\n## Concept Compass\n\nProject items onto an axis between two anchor concepts.\n\n## You From The Past\n\nFormat each line: `date | text`\n\n. Finds the day most like today.\n\n## Closest Link\n\nParty game judge. Format each line: `player: guess`\n\n.\n\n## Vibe Recommender\n\n\"More like this.\" One title per line (optionally `title | shelf`\n\n).", "url": "https://wpnews.pro/news/show-hn-on-device-semantic-embedding-toolkit-built-on-ternlight", "canonical_source": "https://ternlight.vercel.app/", "published_at": "2026-07-08 11:16:10+00:00", "updated_at": "2026-07-08 11:29:52.013019+00:00", "lang": "en", "topics": ["ai-tools", "natural-language-processing", "machine-learning"], "entities": ["ternlight"], "alternates": {"html": "https://wpnews.pro/news/show-hn-on-device-semantic-embedding-toolkit-built-on-ternlight", "markdown": "https://wpnews.pro/news/show-hn-on-device-semantic-embedding-toolkit-built-on-ternlight.md", "text": "https://wpnews.pro/news/show-hn-on-device-semantic-embedding-toolkit-built-on-ternlight.txt", "jsonld": "https://wpnews.pro/news/show-hn-on-device-semantic-embedding-toolkit-built-on-ternlight.jsonld"}}