Publish Windows 0.1.6 delivery evidence and user setup docs

README.md

@@ -45,6 +45,15 @@ filters ignore letter case and surrounding spaces; files without the matching
 music tag stay out of the results. Existing indexes need a media indexing pass
 before these new filters can use their tags. Windows 0.1.5 includes these filters; older downloads need an update.
 
+### Windows 0.1.6: search spoken passages
+
+Windows 0.1.6 adds experimental local speech recognition for audio
+and video. Describe a spoken topic, inspect the recognized passage, and jump
+to its estimated position. Google EmbeddingGemma 2 remains the search model;
+the additional speech models help turn spoken words into searchable passages.
+For example, try `someone talking about equal rights` in a recording that
+contains that topic. Download Windows 0.1.6 below to use it.
+
 ### Find the implementation
 
 Choose **Code** in the **All files** filters to search source files. Look up a
@@ -85,12 +94,12 @@ autoplays when you select a result.
 
 ## Get searchi
 
-**Windows x64 version 0.1.5 is available.**
+**Windows x64 version 0.1.6 is available.**
 
-- [Download the Windows installer](https://tea.karlcom.de/karl/searchi/releases/download/v0.1.5/searchi_0.1.5_x64-setup.exe) — about 100 MB.
+- [Download the Windows installer](https://tea.karlcom.de/karl/searchi/releases/download/v0.1.6/searchi_0.1.6_x64-setup.exe) — about 100 MB.
-- [Checksums](https://tea.karlcom.de/karl/searchi/releases/download/v0.1.5/SHA256SUMS-0.1.5.txt) · [Release notes](https://tea.karlcom.de/karl/searchi/releases/tag/v0.1.5).
+- [Checksums](https://tea.karlcom.de/karl/searchi/releases/download/v0.1.6/searchi_0.1.6_x64-setup.exe.sha256) · [Release notes](https://tea.karlcom.de/karl/searchi/releases/tag/v0.1.6).
 
-Already installed? Close searchi before installing the update. Version 0.1.5 adds exact music artist/title filters and retains the fixes for
+Already installed? Close searchi before installing the update. Version 0.1.6 adds experimental local speech search, exact music artist/title filters and retains the fixes for
 archived files dated before 1970.
 It includes isolated PDF/DOCX processing and bounded media previews.
 
@@ -151,7 +160,9 @@ Windows x64 setup can use the published installer; Ubuntu 24.04 x64 can use the
 desktop preview, and compatible headless Linux
 systems can use the preview archive. Other platforms currently build from
 source. The local search model downloads approximately **865 MB**
-once, and cached assets are reused. Your agent should report any platform
+once. The Windows 0.1.6 speech feature automatically downloads about
+**149 MB** of additional local assets afterward. Cached assets are reused;
+filename and keyword search remain available while models prepare. Your agent should report any platform
 limitation it encounters.
 
 Prefer to set it up yourself? See the
@@ -206,9 +217,13 @@ files, so protect it as you would the files themselves.
 | Movies and video | MP4, MKV, MOV, AVI, WebM, M4V and MPEG |
 
 **Media search is experimental.** Image, audio and video search are implemented,
-but relevance still needs improvement. Spoken topics can be missed, music
+but relevance still needs improvement. Music descriptions can produce broad
-matches can be too broad, and video sampling can miss a brief scene. Media
+matches; use exact artist/title filters when you know the tags. Video sampling
-timestamps identify approximate segments, rather than an exact spoken word.
+can miss a brief scene. In the upcoming speech feature, recognized text can
+contain errors or miss words, and timestamps are estimates rather than verified
+word positions. When your files contain no suitable match, semantic search may
+still show the closest results; a returned result does not prove the requested
+content exists. Inspect the passage or preview before relying on it.
 Playback also depends on the formats your system supports; you can open a
 file in its usual player if the preview cannot play it.
 
@@ -235,8 +250,8 @@ Your agent receives the returned excerpts; cloud agents handle them according
 to that client's configuration.
 
 On Windows x64, your agent can use the optional
-[CLI/MCP download](https://tea.karlcom.de/karl/searchi/releases/download/v0.1.3/searchi-cli_0.1.0_x64-013.zip)
+[CLI/MCP download](https://tea.karlcom.de/karl/searchi/releases/download/v0.1.6/searchi-cli-windows-0.1.6.zip)
-with its [own checksum](https://tea.karlcom.de/karl/searchi/releases/download/v0.1.3/CLI-SHA256SUMS-0.1.3.txt).
+with its [own checksum](https://tea.karlcom.de/karl/searchi/releases/download/v0.1.6/searchi-cli-windows-0.1.6.zip.sha256).
 Extract the ZIP alongside the installed desktop runtime helpers; it includes
 the document extraction helper. No Rust build is needed. Install the desktop app first for the model setup and
 runtime helpers, then connect the CLI to that app's existing index.

docs/AGENT-INTEGRATION.md

@@ -8,8 +8,8 @@ same actual Rust/Google search engine.
 ## Configure an existing index
 
 Windows x64 users can download the optional
-[CLI/MCP ZIP](https://tea.karlcom.de/karl/searchi/releases/download/v0.1.3/searchi-cli_0.1.0_x64-013.zip)
+[CLI/MCP ZIP](https://tea.karlcom.de/karl/searchi/releases/download/v0.1.6/searchi-cli-windows-0.1.6.zip)
-and verify its [separate checksum file](https://tea.karlcom.de/karl/searchi/releases/download/v0.1.3/CLI-SHA256SUMS-0.1.3.txt).
+and verify its [separate checksum file](https://tea.karlcom.de/karl/searchi/releases/download/v0.1.6/searchi-cli-windows-0.1.6.zip.sha256).
 Extract it alongside the installed desktop's runtime helpers. Use
 `searchi-cli.exe`; keep `searchi-extract-worker.exe` beside it for PDF/DOCX indexing.
 Use the desktop to finish model setup and semantic indexing before connecting.
@@ -241,6 +241,5 @@ recognition using the paired `embed --speech-worker PATH --speech-model-dir DIR`
 options alongside the real Google configuration. The native speech worker and
 models are separate from Google's worker and assets.
 
-This integration is not present in the published Windows 0.1.5 or Linux 0.1.4
+This integration is available in Windows 0.1.6. Linux 0.1.4 packages do not include it. Current checks and delivery gates are tracked in
-packages. Current checks and delivery gates are tracked in
 [SPEECH-INTEGRATION.md](SPEECH-INTEGRATION.md).

docs/ROADMAP.md

@@ -389,6 +389,10 @@ build was inferred from that lookup; macOS execution gates remain unchecked.
 
 ## Rust audit and goal review, 2026-10-13
 
+- [x] Publish Windows 0.1.6 and optional CLI/MCP client; verify public full bytes and install/start the normal distribution under CPU-only VM constraints. Settings preserved and database integrity checked. See [delivery evidence](WINDOWS-0.1.6.md).
+- [x] Make local speech/media search usable with visible experimental status, preserving Google EmbeddingGemma 2 retrieval and source locations.
+- [ ] Resolve absent-content false positives and establish broader music/speech quality and precise timestamp evidence. Preserve the failed longer-source evaluation; do not promote its score.
+
 - [x] Audit core/service and desktop/CLI Rust boundaries; avoid unnecessary naming/module churn.
 - [x] Correct valid pre-1970 filesystem timestamps across indexing, source eligibility and previews. Changed crates passed 100 tests (six ignored), desktop 47; strict Clippy and formatting passed. See [audit](RUST-AUDIT.md).
 - [x] Publish Windows v0.1.4 with the timestamp correction; verify public bytes, packaged helper provenance and isolated real Google CPU query-worker startup. See [evidence](WINDOWS-0.1.4.md).

docs/WINDOWS-0.1.6.md

@@ -0,0 +1,36 @@
+# Windows 0.1.6 delivery evidence
+
+Published 2026-10-13 from application commit
+`296a39a6c2942d8217f3e068d77e5767df2a85f4`.
+[Release and downloads](https://tea.karlcom.de/karl/searchi/releases/tag/v0.1.6).
+
+The final NSIS build passed. Extracted resources passed speech inventory
+verification (31 records) and extraction-worker provenance verification.
+This is the normal hardware-detecting distribution, with CPU fallback;
+all inference tests in this Windows VM forced CPU only.
+
+| Public artifact | Bytes | SHA-256 |
+| --- | ---: | --- |
+| Windows installer | 101712504 | `3bbddccc92736b13394c37d9ece791371b4946cae54092b0dcd95fb438d89c1b` |
+| Windows CLI/MCP ZIP | 8897227 | `876dc88b9f55d7e8c4f5572868f2076b99436a6cfe12af44c1696fa8dc0178a1` |
+
+Public unauthenticated full-byte downloads matched both local artifacts.
+The installer exited successfully during the existing Windows installation
+upgrade. A consistent SQLite backup was taken first. Settings remained
+byte-identical and SQLite quick_check returned `ok`. The installed desktop
+executable matches the extracted installer executable:
+`c79c9f19cade425ab816997550988ca7eb20bffdd9a6f4fc972312cea4a92963`.
+The application launched from its installed path with the original profile,
+CPU-only VM environment and disabled WebView GPU rendering. Its process was
+responsive; this is process evidence, not a native UI interaction test.
+
+Media and speech are usable experimental features. See
+[speech evidence and limitations](SPEECH-INTEGRATION.md): the small independent
+EN/DE fixture found six of six positive files, but all four absent-content
+queries still returned results. Longer-source speech evaluation failed and
+has no valid quality score. A recoverable failed session now allows a fresh
+session at the next source; the original source retains its error.
+
+Native UI/playback, clean-machine installation, real GPU execution, macOS and
+broader Linux checks remain open. The installer is unsigned. Gitea Actions
+remain disabled. These artifacts do not establish full production readiness.