Finalize release downloads, installation prompt and verified handoff
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@@ -43,20 +43,21 @@ sound.
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Use **All files** to narrow results by folder, file extension, modification
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date, file size or media duration. Choose a result to inspect it before opening.
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Windows 0.1.5 offers **Artist (exact)** and **Track title (exact)**
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The current Windows app offers **Artist (exact)** and **Track title (exact)**
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filters for music. Enter the complete tag, with or without a text query. These
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filters ignore letter case and surrounding spaces; files without the matching
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music tag stay out of the results. Existing indexes need a media indexing pass
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before these new filters can use their tags. Windows 0.1.5 includes these filters; older downloads need an update.
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before these filters can use their tags. They require Windows 0.1.5 or later.
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### Windows 0.1.6: search spoken passages
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### Search spoken passages
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Windows 0.1.6 adds experimental local speech recognition for audio
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and video. Describe a spoken topic, inspect the recognized passage, and jump
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to its estimated position. Google EmbeddingGemma 2 remains the search model;
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the additional speech models help turn spoken words into searchable passages.
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For example, try `someone talking about equal rights` in a recording that
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contains that topic. Download Windows 0.1.6 below to use it.
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contains that topic. Use the current Windows installer below, or the Linux
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headless 0.1.6 archive.
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### Find the implementation
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@@ -111,19 +112,19 @@ The installer creates a launcher and sets up WebView2 if needed. This initial
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release is unsigned. A Linux desktop preview is also available; macOS source build instructions
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are available now. You can also let your local AI agent handle setup.
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**Ubuntu 24.04 x64 desktop preview:** [Download the Debian package](https://tea.karlcom.de/karl/searchi/releases/download/v0.1.4/searchi_0.1.4_amd64.deb)
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**Ubuntu 24.04 x64 desktop preview:** [Download the Debian package](https://tea.karlcom.de/karl/searchi/releases/download/v0.1.7/searchi_0.1.4_amd64.deb)
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and install with `sudo apt install ./searchi_0.1.4_amd64.deb`.
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[Checksums](https://tea.karlcom.de/karl/searchi/releases/download/v0.1.4/LINUX-DESKTOP-SHA256SUMS-0.1.4.txt).
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[Checksums](https://tea.karlcom.de/karl/searchi/releases/download/v0.1.7/LINUX-DESKTOP-SHA256SUMS-0.1.4.txt).
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Startup was tested in WSL using CPU; native graphical interaction and other
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distributions still need testing. [Compatibility and evidence](docs/LINUX-DESKTOP.md).
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**Running a Linux server?** The optional
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[Linux x64 headless preview 0.1.6](https://tea.karlcom.de/karl/searchi/releases/download/v0.1.6/searchi-headless_0.1.6_linux-x86_64.tar.xz)
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[Linux x64 headless preview 0.1.6](https://tea.karlcom.de/karl/searchi/releases/download/v0.1.7/searchi-headless_0.1.6_linux-x86_64.tar.xz)
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includes the CLI, read-only MCP server, Google runtime, media helpers and
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experimental local speech search. Follow the archive's `START-HERE.txt` to
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download recognition models and index spoken passages.
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It was tested on Ubuntu 24.04 and requires GLIBC 2.39 and a compatible C++
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runtime. [Checksum](https://tea.karlcom.de/karl/searchi/releases/download/v0.1.6/searchi-headless_0.1.6_linux-x86_64.tar.xz.sha256)
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runtime. [Checksum](https://tea.karlcom.de/karl/searchi/releases/download/v0.1.7/searchi-headless_0.1.6_linux-x86_64.tar.xz.sha256)
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· [Headless setup](docs/LINUX-HEADLESS.md). No desktop dependencies are required.
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### Install with your agent — copy and paste
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@@ -135,22 +136,32 @@ Install searchi on this computer and get it ready for my first search.
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Official repository: https://tea.karlcom.de/karl/searchi
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Detect my operating system and processor architecture. Use a suitable official
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release from the README or releases page, including the Windows installer or
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compatible Ubuntu desktop package or Linux headless archive. Check its documented system requirements,
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verifying its published checksums. Otherwise,
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release from the README or releases page: choose the newest compatible artifact
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for my platform, even if it is attached to an older release. Use the Windows
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installer, compatible Ubuntu desktop package or Linux headless archive. Check
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its documented system requirements and verify its published checksum. Otherwise,
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set up the current source version using the repository's installation/build
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instructions. Handle the required tools and dependencies for me; don't just
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give me a list of commands to run. Keep the installation in a dedicated folder
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and preserve any existing searchi settings and index.
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Use the public download URLs; no private Gitea token is needed. If Cloudflare
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returns HTTP 403 to a command-line downloader, use a browser download or retry
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the same official URL with User-Agent Mozilla/5.0, then verify the checksum.
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Install the desktop app by default. On headless Linux, install the command-line
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version instead, without desktop dependencies. Set up the genuine local Google
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EmbeddingGemma 2 runtime and model, and the media helpers available for my
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platform. Use supported hardware acceleration with CPU fallback. Explain any
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large downloads or platform limitations before proceeding with those steps.
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Launch searchi and check that it actually opens and its local search model is
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ready. Create a normal launcher or shortcut so I can open it again. If a prerequisite, platform component
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On desktop, launch searchi and verify that its window opens and its local search
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model is ready. Create a launcher or shortcut; on Windows, show me the tray icon
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and Ctrl + Shift + Space shortcut. On headless Linux, verify the CLI and its
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bundled workers instead, then provide a repeatable search command or MCP setup.
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On Windows, configure a per-user login launcher with --background so the global
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shortcut is ready after sign-in; keep the app accessible through its tray menu.
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If a prerequisite, platform component
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or permission prevents setup, explain precisely what is missing; don't report
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a working installation until it is verified. Ask for my help only when a
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password, system approval or other manual action is required.
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@@ -166,7 +177,7 @@ Windows x64 setup can use the published installer; Ubuntu 24.04 x64 can use the
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desktop preview, and compatible headless Linux
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systems can use the preview archive. Other platforms currently build from
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source. The local search model downloads approximately **865 MB**
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once. The Windows 0.1.6 speech feature automatically downloads about
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once. The current Windows speech feature automatically downloads about
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**149 MB** of additional local assets afterward. Cached assets are reused;
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filename and keyword search remain available while models prepare. Your agent should report any platform
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limitation it encounters.
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@@ -256,8 +267,8 @@ Your agent receives the returned excerpts; cloud agents handle them according
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to that client's configuration.
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On Windows x64, your agent can use the optional
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[CLI/MCP download](https://tea.karlcom.de/karl/searchi/releases/download/v0.1.6/searchi-cli-windows-0.1.6.zip)
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with its [own checksum](https://tea.karlcom.de/karl/searchi/releases/download/v0.1.6/searchi-cli-windows-0.1.6.zip.sha256).
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[CLI/MCP download](https://tea.karlcom.de/karl/searchi/releases/download/v0.1.7/searchi-cli-windows-0.1.6.zip)
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with its [own checksum](https://tea.karlcom.de/karl/searchi/releases/download/v0.1.7/searchi-cli-windows-0.1.6.zip.sha256).
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Extract the ZIP alongside the installed desktop runtime helpers; it includes
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the document extraction helper. No Rust build is needed. Install the desktop app first for the model setup and
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runtime helpers, then connect the CLI to that app's existing index.
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@@ -8,8 +8,8 @@ same actual Rust/Google search engine.
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## Configure an existing index
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Windows x64 users can download the optional
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[CLI/MCP ZIP](https://tea.karlcom.de/karl/searchi/releases/download/v0.1.6/searchi-cli-windows-0.1.6.zip)
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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).
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[CLI/MCP ZIP](https://tea.karlcom.de/karl/searchi/releases/download/v0.1.7/searchi-cli-windows-0.1.6.zip)
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and verify its [separate checksum file](https://tea.karlcom.de/karl/searchi/releases/download/v0.1.7/searchi-cli-windows-0.1.6.zip.sha256).
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Extract it alongside the installed desktop's runtime helpers. Use
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`searchi-cli.exe`; keep `searchi-extract-worker.exe` beside it for PDF/DOCX indexing.
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Use the desktop to finish model setup and semantic indexing before connecting.
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+5
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@@ -99,8 +99,8 @@ screenshots and worker inference; those are different release gates.
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## Headless Linux Google search
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These are the current script and CLI interfaces, not evidence of an executed
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Linux release. On a native Linux build host with Vulkan development libraries
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The published headless archive is documented in [Linux setup](LINUX-HEADLESS.md).
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The commands below describe a source build. On a native Linux build host with Vulkan development libraries
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and `glslc`, run from the repository root:
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On Ubuntu 24.04, the native worker build prerequisites are `build-essential`,
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@@ -248,8 +248,9 @@ python tools/package_windows.py --cli target/release/searchi.exe
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The additional binary is named `searchi-cli.exe`; `searchi.exe` remains the
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desktop launcher. Its model cache and database must be selected explicitly,
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as described in [agent integration](AGENT-INTEGRATION.md). This option does not
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add the CLI to the already published v0.1.0 installer.
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as described in [agent integration](AGENT-INTEGRATION.md). Published Windows
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installers provide the desktop app; the optional CLI/MCP ZIP is a separate
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download linked in the README.
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The generated `.searchi/packages/searchi-windows.zip` contains the desktop,
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matching-architecture Google worker, FFmpeg/FFprobe and notices. It excludes
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@@ -0,0 +1,46 @@
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# Initial release handoff — 2026-10-13
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Karl requested finishing the usable Windows delivery and publishing the already
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validated Linux packages, without further feature/platform expansion.
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[Final release v0.1.7](https://tea.karlcom.de/karl/searchi/releases/tag/v0.1.7)
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is published as a regular release and is returned by Gitea's latest-release API.
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Its eight assets include installers/archives and their checksums:
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| Artifact | Actual version | SHA-256 |
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| --- | --- | --- |
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| Windows desktop | 0.1.7 | `5ca8ad982113d086190ecf8ea684a504a4277099a377124bdffa8ca9fed6595e` |
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| Windows CLI/MCP | 0.1.6 | `876dc88b9f55d7e8c4f5572868f2076b99436a6cfe12af44c1696fa8dc0178a1` |
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| Linux headless | 0.1.6 | `9ae7fa9a203c6471cfd6bdd82ac5bf81683813c15fe652595976344fbbf96084` |
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| Ubuntu desktop preview | 0.1.4 | `75566915bfe67d3b60fc3658f9d68fad40840d4e53b3c3aeb22fbf8450f43687` |
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All four complete public downloads matched published checksums and local bytes,
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including the copies attached to the final release. Linux and CLI artifacts were
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not renamed to imply a new build. Existing published tags remain unchanged.
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The README and installation-agent prompt were audited against actual packages,
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CLI flags and platform differences. Links now point to this release. The prompt
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preserves existing data, distinguishes desktop from headless verification,
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sets up Windows login/background launching, keeps cloud answers disabled and
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lets users choose indexed folders. Public command-line download requests need
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a browser user-agent under the current Cloudflare policy; tested Linux commands
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and the agent prompt account for this without requiring private credentials.
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Final Windows check passed: installed 0.1.7 matches the installer executable;
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resident background process, forced-CPU query worker, login launcher, unchanged
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settings and SQLite integrity were verified. Genuine filename and Google speech
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retrieval on the existing four-file fixture returned the expected file/passage;
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the source excerpt was verified and a forged handle rejected. The measured
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semantic request was 79.24 ms in this small prepared fixture, not startup, p95
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or large-library evidence. Ignored report SHA-256:
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`dc3cf39d46a91de6b5730768c48da29d85a91fdf4ba49ea4ca201806769b6e2c`.
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The origin protection value exposed during diagnostics was rotated using a new
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protected Infisical reference. All matching Cloudflare/NPM consumers were
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updated; the retired value returns 403 and public browser requests work. No
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secret values are committed. Gitea Actions remain disabled as requested.
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This initial delivery is complete. Native keyboard/tray interaction was not
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automated; actual GPU, macOS, broader Linux/clean-machine checks and broader
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search-quality work remain deferred. Media/speech stay usable experimental
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features with imperfect recognition, estimated times and known absent-content
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false positives. This handoff does not claim all-platform production readiness.
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+23
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@@ -17,15 +17,15 @@ Download into a new dedicated directory and verify before extracting:
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```sh
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mkdir -p "$HOME/Applications/searchi"
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cd "$HOME/Applications/searchi"
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curl -fLO https://tea.karlcom.de/karl/searchi/releases/download/v0.1.4/searchi-headless_0.1.0_linux-x86_64-014.tar.xz
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curl -fLO https://tea.karlcom.de/karl/searchi/releases/download/v0.1.4/LINUX-SHA256SUMS-0.1.4.txt
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sha256sum -c LINUX-SHA256SUMS-0.1.4.txt
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tar -xf searchi-headless_0.1.0_linux-x86_64-014.tar.xz
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curl -A "Mozilla/5.0" -fLO https://tea.karlcom.de/karl/searchi/releases/download/v0.1.7/searchi-headless_0.1.6_linux-x86_64.tar.xz
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curl -A "Mozilla/5.0" -fLO https://tea.karlcom.de/karl/searchi/releases/download/v0.1.7/searchi-headless_0.1.6_linux-x86_64.tar.xz.sha256
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sha256sum -c searchi-headless_0.1.6_linux-x86_64.tar.xz.sha256
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tar -xf searchi-headless_0.1.6_linux-x86_64.tar.xz
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./searchi --help
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./searchi setup --model-dir ./models
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```
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The package is approximately 104 MB. First model setup downloads approximately
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The package is approximately 109 MB. First model setup downloads approximately
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865 MB and reuses verified cached assets. Keep the runtime libraries and media
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helpers alongside the CLI. To use graphics acceleration, the system needs a
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compatible Vulkan loader and graphics driver; otherwise search uses CPU.
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@@ -44,6 +44,21 @@ to search source implementations. For filenames/content without model inference,
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omit both model arguments. `--json --performance` reports basic measurements;
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`--debug-performance` enables detailed traces.
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### Search spoken passages
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Version 0.1.6 includes experimental local speech search. Download the additional
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recognition assets (about 149 MB), then encode recognized passages alongside
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Google's media embeddings:
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```sh
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./searchi setup --speech --model-dir ./speech-models
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./searchi embed --db ./searchi.sqlite --model-dir ./models --embedding-worker ./searchi-gemma-worker --speech-worker ./speech-runtime/searchi-speech-worker --speech-model-dir ./speech-models
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```
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Use the same `search` command above. Spoken passages include estimated timestamps;
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recognition can miss words, and results can be irrelevant when no matching content
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exists. After changing files, repeat `index` and this speech-enabled `embed` command.
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## Connect your local agent
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Configure a stdio MCP client to run the absolute path to `searchi`, with these
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@@ -58,8 +73,9 @@ index or mutate files. See [agent integration](AGENT-INTEGRATION.md).
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## Recorded package evidence, 2026-10-13
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Current package: [Linux update alongside 0.1.4](LINUX-0.1.4.md), including the
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archived-date correction. The following records retain older release evidence.
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Current package: [Linux headless 0.1.6](LINUX-SPEECH-0.1.6.md), including genuine
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packaged Google/speech CPU retrieval and public download verification. The
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following records retain older release evidence.
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Headless component version 0.1.0 is supplied alongside desktop release 0.1.1.
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All 89 selected engine/CLI and workspace lock/manifest files matched current
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@@ -173,6 +173,8 @@ origin header. Gitea Actions remain disabled. Cloudflare's separate external
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upload cap is not changed by these local settings; public downloads work.
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The configuration diagnostics accidentally exposed an origin protection value
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in tool output. No value is recorded here or committed. Rotation remains a
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separate open security follow-up. Native Linux desktop 0.1.6, GPU, macOS,
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in tool output. No value is recorded here or committed. It was subsequently
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rotated through protected Infisical storage; all matching Cloudflare/NPM
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consumers were updated, the old value is rejected and public access verified.
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Native Linux desktop 0.1.6, GPU, macOS,
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clean-machine installation and broader quality gates remain open.
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+3
-2
@@ -64,8 +64,9 @@ open and deferred; do not continue expanding them without a renewed request.
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public speech archive delivery remain open.
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- [x] Genuine packaged Linux Google/speech retrieval and public headless archive
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delivery; full-byte public download verified. See [evidence](LINUX-SPEECH-0.1.6.md).
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- [ ] Rotate the origin protection value exposed during upload-limit diagnostics;
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keep values out of Git and coordinate its Cloudflare/Infisical configuration.
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- [x] Rotate the exposed origin protection value using protected Infisical
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storage and coordinated Cloudflare/NPM updates; old value rejected on all
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three affected services, public access verified, no values committed.
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- [x] Genuine shared-service ASR/Google lifecycle passed: verified speech
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excerpts, zero raw reencodes through policy failure/retry, and retained
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query reader; [proof](SPEECH-INTEGRATION.md).
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Reference in new issue
Block a user