VQV Signal

OPEN SOURCE SOURCE-BACKED TECHNICAL

Show HN: Loft offers offline Q&A over local files with citations using llama.cpp

A Show HN post on Hacker News introduces Loft, a tool for offline question and answering over a user's local files, with citations, built on llama.cpp. The listing is a project announcement that links to its GitHub repository. The snippet notes only 1 point and 0 comments on the Hacker News discussion, so there is little community feedback yet. The provided information does not include details on supported file types, model choices, performance, or independent testing.

Source: Hacker News · github.com Published 2026-11-14T19:42:17+00:00 Detected 2026-11-15T02:22:30+00:00
View original source

A Show HN post on Hacker News introduces Loft, a tool for offline question and answering over a user's local files, with citations, built on llama.cpp. The listing is a project announcement that links to its GitHub repository. The snippet notes only 1 point and 0 comments on the Hacker News discussion, so there is little community feedback yet. The provided information does not include details on supported file types, model choices, performance, or independent testing.

AI-assisted summary based on the listed source.

Developers and users who want to query private documents without sending them to a cloud service may find this approach relevant. Its value will depend on how well the citations trace back to source passages and how it performs on real document sets. Readers can watch the GitHub repository and any follow-up discussion for documentation, benchmarks, and user reports.

Signal Strength 78% Technical label SOURCE-BACKED Public Interest 44 Category OPEN SOURCE Reader Depth TECHNICAL

Signal Strength reflects source quality, relevance, freshness and evidence. Public Interest helps organize discovery; it is not proof of truth.

Public Interest components
Recognizable Entity Score 74 Practical Impact Score 8 Novelty Interest Score 94 Consequence Score 0 Curiosity Score 0 Shareability Score 54

VQV surfaced this signal because it is recent, relevant to Open Source LLMs, connected to Hacker News.