
askM
Ask Your Manuals Anything
About
What's New in askM
1.2
August 14, 2026
Version 1.2 — Smarter search, trustworthy answers Smarter search • Optional Enhanced Search model (about 350 MB, downloaded in Settings) — dramatically better retrieval: in our internal manual evaluation, the right passage reaches the top results far more often • Optional answer reranker (about 350 MB, experimental) — an on-device judge that re-orders results by true relevance and powers a better-calibrated low-confidence warning • Smarter retrieval engine — keyword and semantic evidence are fused, near-duplicate passages are removed, and follow-up questions carry the context of your previous question into the search Trustworthy answers • Citations now exactly match what the model actually read — no more listed sources the model never saw • Aircraft guard — if nothing matches your selected aircraft, askM says so instead of silently answering from another aircraft's manuals; an optional setting widens the search, clearly flagged on the answer • Versioned search index — the app detects an index built by an older version and offers a one-tap rebuild • Visible rebuild stages — see exactly what indexing is doing: clear old index, load embedding model, parse-chunk-embed, finalise Under the hood • Fixed document extraction issues (duplicated table text, heading bleed, lost special characters such as degree units) • Fixed chunking so long sections split correctly with proper overlap • Fixed keyword search ranking on iPhone • A memory manager keeps the language model and the optional search models within device limits • Interrupted indexing runs are detected and repaired automatically Hardware Same requirements as 1.1: iPad with Apple Silicon (M-series) or any Apple Silicon Mac on macOS 15 or later. The optional search models download once and stay on your device.
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