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.
-- [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).
+- [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/v0.1.6/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
-matches can be too broad, and video sampling can miss a brief scene. Media
-timestamps identify approximate segments, rather than an exact spoken word.
+but relevance still needs improvement. Music descriptions can produce broad
+matches; use exact artist/title filters when you know the tags. Video sampling
+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)
-with its [own checksum](https://tea.karlcom.de/karl/searchi/releases/download/v0.1.3/CLI-SHA256SUMS-0.1.3.txt).
+[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/v0.1.6/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.