diff --git a/.forgejo/workflows/check.yml b/.forgejo/workflows/check.yml
new file mode 100644
index 0000000..c9431c8
--- /dev/null
+++ b/.forgejo/workflows/check.yml
@@ -0,0 +1,24 @@
+name: check
+
+# Fast-fail lint/test on short-lived work branches, before it ever reaches
+# main and triggers a dev-track release build.
+on:
+  push:
+    branches: ['feature/**', 'fix/**']
+
+jobs:
+  check:
+    runs-on: [self-hosted, hestia]
+    steps:
+      - name: checkout
+        run: |
+          set -euo pipefail
+          rm -rf src && mkdir src
+          git clone --branch "${GITHUB_REF_NAME}" --depth 1 \
+            "https://git.breadway.dev/${GITHUB_REPOSITORY}.git" src
+
+      - name: clippy
+        run: cd src && bash ci/build.sh cargo clippy --workspace --all-targets --locked --features full -- -D warnings
+
+      - name: test
+        run: cd src && bash ci/build.sh cargo test --workspace --locked --features full
diff --git a/.forgejo/workflows/dev-release.yml b/.forgejo/workflows/dev-release.yml
new file mode 100644
index 0000000..85fcaa6
--- /dev/null
+++ b/.forgejo/workflows/dev-release.yml
@@ -0,0 +1,82 @@
+name: dev release
+
+# Publishes a dev-track build on every push to `main` (the trunk
+# branch — there is no separate `dev` branch). See bread-ecosystem's
+# docs/release-channels.md for the release-track policy this is part of.
+on:
+  push:
+    branches: ['main']
+
+jobs:
+  build:
+    runs-on: [self-hosted, hestia]
+    steps:
+      - name: checkout
+        run: |
+          set -euo pipefail
+          rm -rf src && mkdir src
+          git clone --branch main --depth 1 \
+            "https://git.breadway.dev/${GITHUB_REPOSITORY}.git" src
+
+      - name: build
+        run: cd src && bash ci/build.sh cargo build --release --locked --workspace --features full
+
+      - name: test
+        run: cd src && bash ci/build.sh cargo test --release --locked --workspace --features full
+
+      - name: compute dev version
+        run: |
+          set -euo pipefail
+          cd src
+          # Base the dev version off the latest published stable tag,
+          # not Cargo.toml — Cargo.toml can go stale relative to the last
+          # real release (seen in practice: breadbox/breadpad/breadcrumbs/
+          # breadpaper), which would make a dev build sort as OLDER than
+          # what's already installed and bakery would correctly refuse it.
+          LATEST_TAG="$(git ls-remote --tags --refs \
+            "https://git.breadway.dev/${GITHUB_REPOSITORY}.git" 'v*' \
+            | awk -F/ '{print $NF}' | sed 's/^v//' | (grep -v -- '-' || true) | sort -V | tail -1)"
+          if [ -n "${LATEST_TAG}" ]; then
+            CUR="${LATEST_TAG}"
+          else
+            CUR="$(grep -m1 '^version' breadsearch/Cargo.toml | sed -E 's/.*"(.*)".*/\1/')"
+          fi
+          IFS='.' read -r MA MI PA <<< "${CUR}"
+          SHA="$(git rev-parse --short HEAD)"
+          TS="$(date -u +%Y%m%d%H%M%S)"
+          echo "VERSION=${MA}.${MI}.$((PA + 1))-dev.${TS}+${SHA}" >> "$GITHUB_ENV"
+
+      - name: prepare artifacts
+        run: |
+          set -euo pipefail
+          PKG_DIR="/srv/breadway-dl/dev/breadsearch/${VERSION}"
+          mkdir -p "${PKG_DIR}"
+          for bin in breadsearch breadmill; do
+            cp "src/target/release/${bin}" "${PKG_DIR}/${bin}-x86_64"
+            strip "${PKG_DIR}/${bin}-x86_64"
+            sha256sum "${PKG_DIR}/${bin}-x86_64" | awk '{print $1}' \
+              > "${PKG_DIR}/${bin}-x86_64.sha256"
+          done
+          cp src/packaging/breadmill.service "${PKG_DIR}/"
+          cp src/config.example.toml "${PKG_DIR}/"
+          cp src/bakery.toml "${PKG_DIR}/bakery.toml"
+          ln -sfn "${VERSION}" "/srv/breadway-dl/dev/breadsearch/latest"
+
+      # No GitHub Release upload — dev, like the other non-stable track,
+      # is only distributed via dl.breadway.dev/dev/.
+      - name: regenerate dev index.json
+        env:
+          MINISIGN_SEC_KEY: ${{ secrets.BAKERY_MINISIGN_SEC_KEY_PATH }}
+        run: |
+          set -euo pipefail
+          if [ -z "${MINISIGN_SEC_KEY:-}" ]; then
+            echo "::error::BAKERY_MINISIGN_SEC_KEY_PATH secret not set — refusing to regenerate dev index.json unsigned (would leave a stale signature mismatched against fresh content and break bakery for everyone on the dev track)"
+            exit 1
+          fi
+          rm -rf /tmp/bread-ecosystem-ci-* 2>/dev/null || true
+          # mktemp: a fixed clone path races when multiple repos' dev/beta
+          # workflows run close together on the same self-hosted runner.
+          ECOSYSTEM_CI_DIR="$(mktemp -d /tmp/bread-ecosystem-ci-XXXXXX)"
+          git clone --branch main https://git.breadway.dev/Breadway/bread-ecosystem.git "${ECOSYSTEM_CI_DIR}"
+          TRACK=dev bash "${ECOSYSTEM_CI_DIR}/scripts/gen-index.sh"
+          rm -rf "${ECOSYSTEM_CI_DIR}"
diff --git a/.forgejo/workflows/mirror.yml b/.forgejo/workflows/mirror.yml
deleted file mode 100644
index 37462af..0000000
--- a/.forgejo/workflows/mirror.yml
+++ /dev/null
@@ -1,19 +0,0 @@
-name: Mirror to GitHub
-
-on:
-  push:
-    branches: ['**']
-    tags: ['**']
-
-jobs:
-  mirror:
-    runs-on: [self-hosted, hestia]
-    steps:
-      - name: Mirror to GitHub
-        run: |
-          set -euo pipefail
-          git clone --mirror "https://git.breadway.dev/${GITHUB_REPOSITORY}.git" repo.git
-          cd repo.git
-          git push --prune \
-            "https://x-access-token:${{ secrets.MIRROR_TOKEN }}@github.com/Breadway/breadsearch.git" \
-            '+refs/heads/*:refs/heads/*' '+refs/tags/*:refs/tags/*'
diff --git a/.forgejo/workflows/rc-release.yml b/.forgejo/workflows/rc-release.yml
new file mode 100644
index 0000000..3bb6832
--- /dev/null
+++ b/.forgejo/workflows/rc-release.yml
@@ -0,0 +1,63 @@
+name: beta (rc) release
+
+# Publishes a beta-track build for any `vX.Y.Z-rc.N` prerelease tag
+# pushed to `main` — there is no separate `beta` branch; "freezing" is
+# just pausing pushes to main while an RC gets tested. See
+# bread-ecosystem's docs/release-channels.md for the release-track policy.
+on:
+  push:
+    tags: ['v*']
+
+jobs:
+  build:
+    if: ${{ contains(github.ref_name, '-rc.') }}
+    runs-on: [self-hosted, hestia]
+    steps:
+      - name: checkout
+        run: |
+          set -euo pipefail
+          rm -rf src && mkdir src
+          git clone --branch "${GITHUB_REF_NAME}" --depth 1 \
+            "https://git.breadway.dev/${GITHUB_REPOSITORY}.git" src
+
+      - name: build
+        run: cd src && bash ci/build.sh cargo build --release --locked --workspace --features full
+
+      - name: test
+        run: cd src && bash ci/build.sh cargo test --release --locked --workspace --features full
+
+      - name: prepare artifacts
+        run: |
+          set -euo pipefail
+          VERSION="${GITHUB_REF_NAME#v}"
+          PKG_DIR="/srv/breadway-dl/beta/breadsearch/${VERSION}"
+          mkdir -p "${PKG_DIR}"
+          for bin in breadsearch breadmill; do
+            cp "src/target/release/${bin}" "${PKG_DIR}/${bin}-x86_64"
+            strip "${PKG_DIR}/${bin}-x86_64"
+            sha256sum "${PKG_DIR}/${bin}-x86_64" | awk '{print $1}' \
+              > "${PKG_DIR}/${bin}-x86_64.sha256"
+          done
+          cp src/packaging/breadmill.service "${PKG_DIR}/"
+          cp src/config.example.toml "${PKG_DIR}/"
+          cp src/bakery.toml "${PKG_DIR}/bakery.toml"
+          ln -sfn "${VERSION}" "/srv/breadway-dl/beta/breadsearch/latest"
+
+      # No GitHub Release upload — beta, like dev, is only distributed via
+      # dl.breadway.dev/beta/.
+      - name: regenerate beta index.json
+        env:
+          MINISIGN_SEC_KEY: ${{ secrets.BAKERY_MINISIGN_SEC_KEY_PATH }}
+        run: |
+          set -euo pipefail
+          if [ -z "${MINISIGN_SEC_KEY:-}" ]; then
+            echo "::error::BAKERY_MINISIGN_SEC_KEY_PATH secret not set — refusing to regenerate beta index.json unsigned (would leave a stale signature mismatched against fresh content and break bakery for everyone on the beta track)"
+            exit 1
+          fi
+          rm -rf /tmp/bread-ecosystem-ci-* 2>/dev/null || true
+          # mktemp: a fixed clone path races when multiple repos' dev/beta
+          # workflows run close together on the same self-hosted runner.
+          ECOSYSTEM_CI_DIR="$(mktemp -d /tmp/bread-ecosystem-ci-XXXXXX)"
+          git clone https://git.breadway.dev/Breadway/bread-ecosystem.git "${ECOSYSTEM_CI_DIR}"
+          TRACK=beta bash "${ECOSYSTEM_CI_DIR}/scripts/gen-index.sh"
+          rm -rf "${ECOSYSTEM_CI_DIR}"
diff --git a/.forgejo/workflows/release.yml b/.forgejo/workflows/release.yml
index e53b875..829ff6f 100644
--- a/.forgejo/workflows/release.yml
+++ b/.forgejo/workflows/release.yml
@@ -6,6 +6,7 @@ on:
 
 jobs:
   build:
+    if: ${{ !contains(github.ref_name, '-rc.') }}
     runs-on: [self-hosted, hestia]
     steps:
       - name: checkout
@@ -21,10 +22,19 @@ jobs:
         # `backend` in config.toml. All three are ort load-dynamic (dlopen)
         # EPs, so this doesn't require the NPU/ROCm/CUDA toolkits to be
         # present on the build host — see breadmill/Cargo.toml.
-        run: cd src && cargo build --release --locked --workspace --features full
+        run: |
+          set -euo pipefail
+          if [ ! -f src/ci/build.sh ]; then
+            echo "::error::ci/build.sh is missing — bakery release builds must go through the shared CI wrapper"
+            exit 1
+          fi
+          cd src && bash ci/build.sh cargo build --release --locked --workspace --features full || {
+            echo "::error::cargo build --release --locked failed. If Cargo.lock drifted, update and commit it; do not drop --locked."
+            exit 1
+          }
 
       - name: test
-        run: cd src && cargo test --release --locked --workspace --features full
+        run: cd src && bash ci/build.sh cargo test --release --locked --workspace --features full
 
       - name: prepare artifacts
         run: |
@@ -44,8 +54,14 @@ jobs:
           ln -sfn "${VERSION}" "/srv/breadway-dl/breadsearch/latest"
 
       - name: regenerate index.json
+        env:
+          MINISIGN_SEC_KEY: ${{ secrets.BAKERY_MINISIGN_SEC_KEY_PATH }}
         run: |
           set -euo pipefail
+          if [ -z "${MINISIGN_SEC_KEY:-}" ]; then
+            echo "::error::BAKERY_MINISIGN_SEC_KEY_PATH secret not set — refusing to regenerate index.json unsigned (would leave a stale signature mismatched against fresh content and break bakery for everyone)"
+            exit 1
+          fi
           rm -rf /tmp/bread-ecosystem-ci
           git clone https://git.breadway.dev/Breadway/bread-ecosystem.git /tmp/bread-ecosystem-ci
           bash /tmp/bread-ecosystem-ci/scripts/gen-index.sh
diff --git a/AGENTS.md b/AGENTS.md
new file mode 100644
index 0000000..3c0ac3f
--- /dev/null
+++ b/AGENTS.md
@@ -0,0 +1,50 @@
+# AGENTS.md — Repo hygiene
+
+Scope: this file covers *repo hygiene* — branching, remotes, CI — plus a
+short map of the binaries. It is not user-facing project documentation.
+
+This repo follows the branch/release workflow documented in `CONTRIBUTING.md`
+— read and follow it for any git, branch, or release work here (the
+single-trunk model, `feature/x`/`fix/x` branch naming, how RC tags work,
+etc). Don't improvise a different workflow. The short version: there is one
+long-lived branch, `main` — no `dev` or `beta` branch exists. `main`
+auto-publishes a dev-track build on every push. "Beta" and "stable" are both
+just tags, not branches: push a `vX.Y.Z-rc.N` tag to publish a beta-track
+build, push a plain `vX.Y.Z` tag to cut the signed stable release.
+"Freezing" for stabilization means pausing pushes to `main`, not moving a
+branch. This replaced an earlier three-branch (`dev`/`beta`/`main`) model
+after `main` was found to have silently rotted out of sync with `dev`/`beta`
+across most repos in this ecosystem.
+
+When starting work on a new feature, create branch `feature/<feature-name>`.
+When working on a bug or issue, create branch `fix/<issue you are fixing>`.
+
+## Remotes
+- `origin` — Forgejo (`git.breadway.dev` via Hestia, SSH) — authoritative.
+- `github` — GitHub mirror. Push both when publishing.
+
+## CI
+- `dev-release.yml` triggers on `push: branches: ['main']`.
+- `rc-release.yml` triggers on `vX.Y.Z-rc.N` tag pushes (beta track).
+- `release.yml` triggers on any other `v*` tag push (stable).
+  None of these run on plain commits or PRs beyond what's listed.
+
+## Architecture
+
+Two binaries + a shared lib:
+
+| Crate | Role |
+|---|---|
+| `breadsearch-shared` | XDG paths, config, IPC types, Unix-socket client |
+| `breadmill` | Daemon: walk → extract → chunk → embed → index; serves queries |
+| `breadsearch` | GTK4 layer-shell overlay: ranked document hits from breadmill |
+
+breadsearch is document/meaning search. breadbox is the app launcher. They
+are not the same overlay.
+
+`--screenshot` (`breadsearch/src/screenshot.rs`) captures the search panel
+through `bread-screenshots`; do not rewrite it just to retarget the crate pin.
+
+## Don't
+- Don't embed credentials in remote URLs — SSH or a credential helper only.
+- Don't rewrite `screenshot.rs` as part of pin/docs work.
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
new file mode 100644
index 0000000..529208f
--- /dev/null
+++ b/CONTRIBUTING.md
@@ -0,0 +1,84 @@
+# Contributing
+
+`breadsearch` — Semantic system-wide search for BOS.
+
+Part of the bread ecosystem; this repo follows the same branch/release
+workflow as every other ecosystem product.
+
+## Branches
+
+There is one long-lived branch: **`main`**. All day-to-day work lands here.
+Every push to `main` automatically builds and publishes a **dev-track**
+build (see Tracks below) — a real install you can test before cutting
+anything more formal.
+
+New work — features and bug fixes alike — goes on a short-lived branch:
+
+```
+feature/<short-name>
+fix/<issue-number-or-short-name>
+```
+
+Branch off `main`, open a PR/push back into `main` when ready. Short-lived
+branches get deleted on merge — they never accumulate the kind of drift a
+second long-lived branch does.
+
+## The release cycle
+
+There's no separate `beta` or release branch — "stable" and "beta" are both
+just **tags** on `main`, not branches that need to be kept in sync:
+
+1. Work accumulates on `main` via `feature/x` / `fix/x` branches. Each push
+   auto-publishes a dev build — install it with `bakery track set dev` and
+   `bakery update --all`, then fix anything broken with another push.
+2. When you want to stabilize before a real release, tag a release
+   candidate: `git tag vX.Y.Z-rc.1 && git push origin vX.Y.Z-rc.1` (push to
+   both remotes). That tag alone triggers a beta-track build —
+   "freezing" is just pausing pushes to `main` while you test it, not a
+   branch operation. Cut `-rc.2`, `-rc.3`, etc. for further fixes.
+3. Once an RC has gone without issues, tag the real release:
+   `git tag vX.Y.Z && git push origin vX.Y.Z` — that's what triggers the
+   signed stable release build.
+
+## Tracks, from a user's perspective
+
+```
+bakery track show              # what you're currently on (defaults to stable)
+bakery track set dev           # or beta, or stable
+bakery update --all            # pull the latest build on your current track
+```
+
+| Track  | What it is | Published from |
+|--------|-----------|-----------------|
+| `stable` | The last tagged release | a `vX.Y.Z` tag |
+| `beta` | Latest release candidate | a `vX.Y.Z-rc.N` tag |
+| `dev` | Bleeding edge | `main`, on every push |
+
+Dev versions are auto-computed (`X.Y.Z-dev.<timestamp>+<sha>`) from the
+latest published stable tag, so they always sort as newer than what you
+have installed — no manual version bumping needed. Beta versions are just
+the RC tag itself (already valid semver, already sorts below the real
+release it's a candidate for).
+
+## Local development
+
+```sh
+cargo build --release --workspace --features full
+cargo test --release --workspace --features full
+```
+
+## CI
+
+- `dev-release.yml` — triggered on push to `main`.
+- `rc-release.yml` — triggered on any `vX.Y.Z-rc.N` tag push.
+- `release.yml` — triggered on any other `v*` tag push, cuts the actual
+  stable release.
+
+All CI runs on a self-hosted runner; nothing runs automatically on plain
+commits or PRs beyond the track builds above. See
+[bread-ecosystem's docs/release-channels.md](https://git.breadway.dev/Breadway/bread-ecosystem/src/branch/main/docs/release-channels.md)
+for the full policy, including how a new product gets wired onto these tracks.
+
+## Questions
+
+Open an issue on this repo's Forgejo tracker.
diff --git a/Cargo.lock b/Cargo.lock
index 2e7fa2b..77a2b16 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -25,7 +25,7 @@ checksum = "b169f7a6d4742236a0a00c541b845991d0ac43e546831af1249753ab4c3aa3a0"
 dependencies = [
  "cfg-if",
  "cipher",
- "cpufeatures",
+ "cpufeatures 0.2.17",
 ]
 
 [[package]]
@@ -44,19 +44,69 @@ dependencies = [
 
 [[package]]
 name = "aho-corasick"
-version = "1.1.4"
+version = "1.1.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ddd31a130427c27518df266943a5308ed92d4b226cc639f5a8f1002816174301"
+checksum = "c982642fa9e8606056828ee9a8505737230110bb1099153c79efe865c59d12ba"
 dependencies = [
  "memchr",
 ]
 
+[[package]]
+name = "anstream"
+version = "1.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "824a212faf96e9acacdbd09febd34438f8f711fb84e09a8916013cd7815ca28d"
+dependencies = [
+ "anstyle",
+ "anstyle-parse",
+ "anstyle-query",
+ "anstyle-wincon",
+ "colorchoice",
+ "is_terminal_polyfill",
+ "utf8parse",
+]
+
 [[package]]
 name = "anstyle"
 version = "1.0.14"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "940b3a0ca603d1eade50a4846a2afffd5ef57a9feac2c0e2ec2e14f9ead76000"
 
+[[package]]
+name = "anstyle-parse"
+version = "1.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "52ce7f38b242319f7cabaa6813055467063ecdc9d355bbb4ce0c68908cd8130e"
+dependencies = [
+ "utf8parse",
+]
+
+[[package]]
+name = "anstyle-query"
+version = "1.1.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "40c48f72fd53cd289104fc64099abca73db4166ad86ea0b4341abe65af83dadc"
+dependencies = [
+ "windows-sys 0.61.2",
+]
+
+[[package]]
+name = "anstyle-wincon"
+version = "3.0.11"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "291e6a250ff86cd4a820112fb8898808a366d8f9f58ce16d1f538353ad55747d"
+dependencies = [
+ "anstyle",
+ "once_cell_polyfill",
+ "windows-sys 0.61.2",
+]
+
+[[package]]
+name = "anyhow"
+version = "1.0.104"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "330a5ed07fa54e4702c9d6c4174f74427fc0ef6e214bbd677ae50a5099946470"
+
 [[package]]
 name = "arbitrary"
 version = "1.4.2"
@@ -84,6 +134,12 @@ version = "0.22.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "72b3254f16251a8381aa12e40e3c4d2f0199f8c6508fbecb9d91f575e0fbb8c6"
 
+[[package]]
+name = "base64"
+version = "0.23.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ac07cdecf99051d9a5238b80f35af32cdeba5b336e55d957b318b50137e18da5"
+
 [[package]]
 name = "base64ct"
 version = "1.8.3"
@@ -98,9 +154,9 @@ checksum = "bef38d45163c2f1dde094a7dfd33ccf595c92905c8f8f4fdc18d06fb1037718a"
 
 [[package]]
 name = "bitflags"
-version = "2.13.0"
+version = "2.13.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b4388bee8683e3d04af747c73422af53102d2bd24d9eadb6cbc100baef4b43f8"
+checksum = "b588b76d00fde79687d7646a9b5bdf3cc0f655e0bbd080335a95d7e96f3587da"
 
 [[package]]
 name = "block-buffer"
@@ -120,10 +176,46 @@ dependencies = [
  "generic-array",
 ]
 
+[[package]]
+name = "bread-onnx"
+version = "0.7.2"
+source = "git+https://git.breadway.dev/Breadway/bread-ecosystem?tag=v0.7.2#30517f161724132cdeb658c04cf5e490be07ee73"
+dependencies = [
+ "anyhow",
+ "bread-utils",
+ "hex",
+ "ort",
+ "sha2",
+ "tokenizers",
+ "tracing",
+ "ureq 2.12.1",
+]
+
+[[package]]
+name = "bread-screenshots"
+version = "0.7.2"
+source = "git+https://git.breadway.dev/Breadway/bread-ecosystem?tag=v0.7.2#30517f161724132cdeb658c04cf5e490be07ee73"
+dependencies = [
+ "anyhow",
+ "bread-utils",
+ "tracing",
+]
+
+[[package]]
+name = "bread-shared"
+version = "0.7.0"
+source = "git+https://git.breadway.dev/Breadway/bread?tag=v0.7.0#22e34e2cf2202305d7960759dfccb54dc79f948b"
+dependencies = [
+ "dirs",
+ "serde",
+ "serde_json",
+ "toml 0.8.23",
+]
+
 [[package]]
 name = "bread-theme"
-version = "0.2.3"
-source = "git+https://github.com/Breadway/bread-ecosystem?tag=v0.2.8#5e58558dd36031433d4a8d8e70c71206c3f1f8f4"
+version = "0.7.4"
+source = "git+https://git.breadway.dev/Breadway/bread-ecosystem?tag=v0.7.4#fcba3760387e2523edb71350f8efea3bc851b21e"
 dependencies = [
  "dirs",
  "gtk4",
@@ -132,9 +224,23 @@ dependencies = [
 ]
 
 [[package]]
-name = "breadmill"
-version = "0.2.1"
+name = "bread-utils"
+version = "0.7.2"
+source = "git+https://git.breadway.dev/Breadway/bread-ecosystem?tag=v0.7.2#30517f161724132cdeb658c04cf5e490be07ee73"
 dependencies = [
+ "bread-shared",
+ "dirs",
+ "gtk4",
+ "gtk4-layer-shell",
+ "serde",
+ "serde_json",
+]
+
+[[package]]
+name = "breadmill"
+version = "0.3.3"
+dependencies = [
+ "bread-onnx",
  "breadsearch-shared",
  "hex",
  "ignore",
@@ -155,10 +261,14 @@ dependencies = [
 
 [[package]]
 name = "breadsearch"
-version = "0.2.0"
+version = "0.3.3"
 dependencies = [
+ "anyhow",
+ "bread-screenshots",
  "bread-theme",
+ "bread-utils",
  "breadsearch-shared",
+ "clap",
  "gtk4",
  "gtk4-layer-shell",
  "serde_json",
@@ -166,7 +276,7 @@ dependencies = [
 
 [[package]]
 name = "breadsearch-shared"
-version = "0.2.0"
+version = "0.3.3"
 dependencies = [
  "serde",
  "serde_json",
@@ -175,12 +285,12 @@ dependencies = [
 
 [[package]]
 name = "bstr"
-version = "1.12.1"
+version = "1.13.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "63044e1ae8e69f3b5a92c736ca6269b8d12fa7efe39bf34ddb06d102cf0e2cab"
+checksum = "6bb31b46c14244e20ee9984b11bf5c992b91fb6939fea616e3512c8baecdbe5f"
 dependencies = [
  "memchr",
- "serde",
+ "serde_core",
 ]
 
 [[package]]
@@ -189,12 +299,6 @@ version = "3.20.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "72f5acc6cb2ba439de613abc23857ec3d78374d8ed5ac84e9d11336e87da8649"
 
-[[package]]
-name = "bytecount"
-version = "0.6.9"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "175812e0be2bccb6abe50bb8d566126198344f707e304f45c648fd8f2cc0365e"
-
 [[package]]
 name = "byteorder"
 version = "1.5.0"
@@ -203,9 +307,9 @@ checksum = "1fd0f2584146f6f2ef48085050886acf353beff7305ebd1ae69500e27c67f64b"
 
 [[package]]
 name = "bytes"
-version = "1.12.0"
+version = "1.12.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8ae3f5d315924270530207e2a68396c3cc547f6dca3fbdca317cfb1a51edb593"
+checksum = "fc652a48c352aef3ea3aed32080501cf3ef6ed5da78602a020c991775b0aff04"
 
 [[package]]
 name = "bzip2"
@@ -232,7 +336,7 @@ version = "0.22.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "5cc8d9aa793480744cd9a0524fef1a2e197d9eaa0f739cde19d16aba530dcb95"
 dependencies = [
- "bitflags 2.13.0",
+ "bitflags 2.13.1",
  "cairo-sys-rs",
  "glib",
  "libc",
@@ -246,7 +350,7 @@ checksum = "f8b4985713047f5faee02b8db6a6ef32bbb50269ff53c1aee716d1d195b76d54"
 dependencies = [
  "glib-sys",
  "libc",
- "system-deps",
+ "system-deps 7.0.8",
 ]
 
 [[package]]
@@ -269,9 +373,9 @@ dependencies = [
 
 [[package]]
 name = "cc"
-version = "1.2.65"
+version = "1.4.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e228eec9be7c17ccb640b59b36a5cd805ea2a564a4c5e162c2f659fea30d3b96"
+checksum = "509591b7bcd67f4ef775afad7662703b4935daaa6ec0e5605cfb1090b32a2b6d"
 dependencies = [
  "find-msvc-tools",
  "jobserver",
@@ -281,9 +385,9 @@ dependencies = [
 
 [[package]]
 name = "cff-parser"
-version = "0.1.0"
+version = "0.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "31f5b6e9141c036f3ff4ce7b2f7e432b0f00dee416ddcd4f17741d189ddc2e9d"
+checksum = "c5810ca1a2b5870df2aab1c03e11c40c361ba51d6e3e361e56310f1cb3b4e087"
 
 [[package]]
 name = "cfg-expr"
@@ -301,6 +405,17 @@ version = "1.0.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9330f8b2ff13f34540b44e946ef35111825727b38d33286ef986142615121801"
 
+[[package]]
+name = "chacha20"
+version = "0.10.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d524456ba66e72eb8b115ff89e01e497f8e6d11d78b70b1aa13c0fbd97540a81"
+dependencies = [
+ "cfg-if",
+ "cpufeatures 0.3.0",
+ "rand_core 0.10.1",
+]
+
 [[package]]
 name = "cipher"
 version = "0.4.4"
@@ -313,24 +428,38 @@ dependencies = [
 
 [[package]]
 name = "clap"
-version = "4.6.1"
+version = "4.6.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1ddb117e43bbf7dacf0a4190fef4d345b9bad68dfc649cb349e7d17d28428e51"
+checksum = "473c7e07f409a8d772161724aa8db6a765a2532a70f9667eeb7b49d3d02fbdca"
 dependencies = [
  "clap_builder",
+ "clap_derive",
 ]
 
 [[package]]
 name = "clap_builder"
-version = "4.6.0"
+version = "4.6.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "714a53001bf66416adb0e2ef5ac857140e7dc3a0c48fb28b2f10762fc4b5069f"
+checksum = "7b48fea5a88e9ae728a2dcbedbfc0e730f7d60da42e1cb049a83c9fb8b789889"
 dependencies = [
+ "anstream",
  "anstyle",
  "clap_lex",
  "strsim",
 ]
 
+[[package]]
+name = "clap_derive"
+version = "4.6.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d012d2b9d65aca7f18f4d9878a045bc17899bba951561ba5ec3c2ba1eed9a061"
+dependencies = [
+ "heck",
+ "proc-macro2",
+ "quote",
+ "syn 3.0.3",
+]
+
 [[package]]
 name = "clap_lex"
 version = "1.1.0"
@@ -348,6 +477,12 @@ dependencies = [
  "unicode-width",
 ]
 
+[[package]]
+name = "colorchoice"
+version = "1.0.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1d07550c9036bf2ae0c684c4297d503f838287c83c53686d05370d0e139ae570"
+
 [[package]]
 name = "compact_str"
 version = "0.9.1"
@@ -365,9 +500,9 @@ dependencies = [
 
 [[package]]
 name = "console"
-version = "0.16.3"
+version = "0.16.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d64e8af5551369d19cf50138de61f1c42074ab970f74e99be916646777f8fc87"
+checksum = "4fe5f465a4f6fee88fad41b85d990f84c835335e85b5d9e6e63e0d06d28cba7c"
 dependencies = [
  "encode_unicode",
  "libc",
@@ -406,6 +541,15 @@ dependencies = [
  "libc",
 ]
 
+[[package]]
+name = "cpufeatures"
+version = "0.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8b2a41393f66f16b0823bb79094d54ac5fbd34ab292ddafb9a0456ac9f87d201"
+dependencies = [
+ "libc",
+]
+
 [[package]]
 name = "crc"
 version = "3.4.0"
@@ -432,18 +576,18 @@ dependencies = [
 
 [[package]]
 name = "crossbeam-channel"
-version = "0.5.15"
+version = "0.5.16"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "82b8f8f868b36967f9606790d1903570de9ceaf870a7bf9fbbd3016d636a2cb2"
+checksum = "d85363c37faeca707aef026efa9f3b34d077bce547e48f770770625c6013679e"
 dependencies = [
  "crossbeam-utils",
 ]
 
 [[package]]
 name = "crossbeam-deque"
-version = "0.8.6"
+version = "0.8.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9dd111b7b7f7d55b72c0a6ae361660ee5853c9af73f70c3c2ef6858b950e2e51"
+checksum = "5181e0de7b61eb03a81e347d6dd8797bae9da5146707b51077e2d71a54ec0ceb"
 dependencies = [
  "crossbeam-epoch",
  "crossbeam-utils",
@@ -451,18 +595,18 @@ dependencies = [
 
 [[package]]
 name = "crossbeam-epoch"
-version = "0.9.18"
+version = "0.9.20"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5b82ac4a3c2ca9c3460964f020e1402edd5753411d7737aa39c3714ad1b5420e"
+checksum = "2d6914041f254d6e9176c01941b21115dcfb7089e55135a35411081bd106ef3f"
 dependencies = [
  "crossbeam-utils",
 ]
 
 [[package]]
 name = "crossbeam-utils"
-version = "0.8.21"
+version = "0.8.22"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d0a5c400df2834b80a4c3327b3aad3a4c4cd4de0629063962b03235697506a28"
+checksum = "61803da095bee82a81bb1a452ecc25d3b2f1416d1897eb86430c6159ef717c17"
 
 [[package]]
 name = "crypto-common"
@@ -476,9 +620,9 @@ dependencies = [
 
 [[package]]
 name = "cxx"
-version = "1.0.194"
+version = "1.0.199"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "747d8437319e3a2f43d93b341c137927ca70c0f5dabeea7a005a73665e247c7e"
+checksum = "824894a4a85dca76d4c95c2b9098c036f5a29f627b30c12780774f6654e60974"
 dependencies = [
  "cc",
  "cxx-build",
@@ -491,9 +635,9 @@ dependencies = [
 
 [[package]]
 name = "cxx-build"
-version = "1.0.194"
+version = "1.0.199"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b0f4697d190a142477b16aef7da8a99bfdc41e7e8b1687583c0d23a79c7afc1e"
+checksum = "f1ae0b651ea5b0000b19513aef5a03f194d7e3486f2d9258b658da8677fe9036"
 dependencies = [
  "cc",
  "codespan-reporting",
@@ -501,39 +645,39 @@ dependencies = [
  "proc-macro2",
  "quote",
  "scratch",
- "syn",
+ "syn 3.0.3",
 ]
 
 [[package]]
 name = "cxxbridge-cmd"
-version = "1.0.194"
+version = "1.0.199"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d0956799fa8678d4c50eed028f2de1c0552ae183c76e976cf7ca8c4e36a7c328"
+checksum = "fb05f91d3fb8435d9bab6ac5ce6ac1868be774325fb7fb2a91be39393b21388e"
 dependencies = [
  "clap",
  "codespan-reporting",
  "indexmap",
  "proc-macro2",
  "quote",
- "syn",
+ "syn 3.0.3",
 ]
 
 [[package]]
 name = "cxxbridge-flags"
-version = "1.0.194"
+version = "1.0.199"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "23384a836ab4f0ad98ace7e3955ad2de39de42378ab487dc28d3990392cb283a"
+checksum = "bf293202e0e3e98495785745389e8d0755b217e66f19194a5c695c25e03282ef"
 
 [[package]]
 name = "cxxbridge-macro"
-version = "1.0.194"
+version = "1.0.199"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e6acc6b5822b9526adfb4fc377b67128fdd60aac757cc4a741a6278603f763cf"
+checksum = "ca001d746947c7249ed9d332a10f7a59daedbafeb0ec68c5c18a7db7a93f6ccc"
 dependencies = [
  "indexmap",
  "proc-macro2",
  "quote",
- "syn",
+ "syn 3.0.3",
 ]
 
 [[package]]
@@ -563,7 +707,7 @@ dependencies = [
  "proc-macro2",
  "quote",
  "strsim",
- "syn",
+ "syn 2.0.119",
 ]
 
 [[package]]
@@ -574,7 +718,7 @@ checksum = "fc34b93ccb385b40dc71c6fceac4b2ad23662c7eeb248cf10d529b7e055b6ead"
 dependencies = [
  "darling_core",
  "quote",
- "syn",
+ "syn 2.0.119",
 ]
 
 [[package]]
@@ -594,9 +738,9 @@ checksum = "ac6b926516df9c60bfa16e107b21086399f8285a44ca9711344b9e553c5146e2"
 
 [[package]]
 name = "der"
-version = "0.8.0"
+version = "0.8.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "71fd89660b2dc699704064e59e9dba0147b903e85319429e131620d022be411b"
+checksum = "a69dedd701da44b0536442edf09c81a64b0ab97a7a4a5e3d1971f00027cbc63d"
 dependencies = [
  "pem-rfc7468",
  "zeroize",
@@ -616,7 +760,7 @@ checksum = "1e567bd82dcff979e4b03460c307b3cdc9e96fde3d73bed1496d2bc75d9dd62a"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.119",
 ]
 
 [[package]]
@@ -637,7 +781,7 @@ dependencies = [
  "darling",
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.119",
 ]
 
 [[package]]
@@ -647,7 +791,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ab63b0e2bf4d5928aff72e83a7dace85d7bba5fe12dcc3c5a572d78caffd3f3c"
 dependencies = [
  "derive_builder_core",
- "syn",
+ "syn 2.0.119",
 ]
 
 [[package]]
@@ -684,13 +828,13 @@ dependencies = [
 
 [[package]]
 name = "displaydoc"
-version = "0.2.6"
+version = "0.2.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1ac70aa55017e108007fbaf5aa0f54b021c98f92ff8af59d42eda9da96e3dd4f"
+checksum = "c6232dd377dcc64799954cbd3a9bb882e9cdc1308ccd87b1c098f1fb2eaf82a8"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 3.0.3",
 ]
 
 [[package]]
@@ -704,9 +848,9 @@ dependencies = [
 
 [[package]]
 name = "either"
-version = "1.16.0"
+version = "1.17.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "91622ff5e7162018101f2fea40d6ebf4a78bbe5a49736a2020649edf9693679e"
+checksum = "9e5e8f6c15a24b9a3ee5efec809ccd006d3b30e8b3bb63c39af737c7f87daa1d"
 
 [[package]]
 name = "encode_unicode"
@@ -771,9 +915,9 @@ checksum = "7360491ce676a36bf9bb3c56c1aa791658183a54d2744120f27285738d90465a"
 
 [[package]]
 name = "fastrand"
-version = "2.4.1"
+version = "2.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9f1f227452a390804cdb637b74a86990f2a7d7ba4b7d5693aac9b4dd6defd8d6"
+checksum = "da7c62ceae207dd37ea5b845da6a0696c799f85e97da1ab5b7910be3c1c80223"
 
 [[package]]
 name = "field-offset"
@@ -797,9 +941,9 @@ dependencies = [
 
 [[package]]
 name = "find-msvc-tools"
-version = "0.1.9"
+version = "0.1.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5baebc0774151f905a1a2cc41989300b1e6fbb29aff0ceffa1064fdd3088d582"
+checksum = "d45db016d36b838f563236e9193d0ee6ce38f3f68b6c94e914b4929c96bbb890"
 
 [[package]]
 name = "flate2"
@@ -858,24 +1002,24 @@ dependencies = [
 
 [[package]]
 name = "futures-channel"
-version = "0.3.32"
+version = "0.3.34"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "07bbe89c50d7a535e539b8c17bc0b49bdb77747034daa8087407d655f3f7cc1d"
+checksum = "b1f9e3d69d39e4862ffed03ed071a76f9a13ba1d9109d355b0f0aa6b15e393c4"
 dependencies = [
  "futures-core",
 ]
 
 [[package]]
 name = "futures-core"
-version = "0.3.32"
+version = "0.3.34"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7e3450815272ef58cec6d564423f6e755e25379b217b0bc688e295ba24df6b1d"
+checksum = "92d699e522242e69e3003b94ecc1f960f3a5e015aa7c5d7486e65ad01dd94f5e"
 
 [[package]]
 name = "futures-executor"
-version = "0.3.32"
+version = "0.3.34"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "baf29c38818342a3b26b5b923639e7b1f4a61fc5e76102d4b1981c6dc7a7579d"
+checksum = "031b47cf1a3c6cc8bc2fc76cd437f521619387907d469316e7c0bc278f1f5432"
 dependencies = [
  "futures-core",
  "futures-task",
@@ -884,32 +1028,32 @@ dependencies = [
 
 [[package]]
 name = "futures-io"
-version = "0.3.32"
+version = "0.3.34"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cecba35d7ad927e23624b22ad55235f2239cfa44fd10428eecbeba6d6a717718"
+checksum = "53c0fa8157de1303bfffdaa1cc2a673bfffb60102f76b0ef4441659124373fed"
 
 [[package]]
 name = "futures-macro"
-version = "0.3.32"
+version = "0.3.34"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e835b70203e41293343137df5c0664546da5745f82ec9b84d40be8336958447b"
+checksum = "9fb9654ba8355388abeb8dcb4fc62f511300867002afc858860463bdd9fe0c44"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 3.0.3",
 ]
 
 [[package]]
 name = "futures-task"
-version = "0.3.32"
+version = "0.3.34"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "037711b3d59c33004d3856fbdc83b99d4ff37a24768fa1be9ce3538a1cde4393"
+checksum = "cd417de3d1d015fc3bfd2b1ea46dfc7bab72ef86f1cc7cc9c78e728b34a6d1fd"
 
 [[package]]
 name = "futures-util"
-version = "0.3.32"
+version = "0.3.34"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "389ca41296e6190b48053de0321d02a77f32f8a5d2461dd38762c0593805c6d6"
+checksum = "0d50a92467f8ba5dd6e3ee5d4bd04d73ab2e4e1c44474a0674821dfce14b79bc"
 dependencies = [
  "futures-core",
  "futures-macro",
@@ -940,14 +1084,14 @@ dependencies = [
  "glib-sys",
  "gobject-sys",
  "libc",
- "system-deps",
+ "system-deps 7.0.8",
 ]
 
 [[package]]
 name = "gdk4"
-version = "0.11.2"
+version = "0.11.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fd42fdbbf48612c6e8f47c65fb92d2e8f39c25aecd6af047e83897c1a22d2a4e"
+checksum = "d81e2a6c6ecba2aab60633a98df1868b03fa0bfdce8105edc27c1bccf71f0e39"
 dependencies = [
  "cairo-rs",
  "gdk-pixbuf",
@@ -961,9 +1105,9 @@ dependencies = [
 
 [[package]]
 name = "gdk4-sys"
-version = "0.11.2"
+version = "0.11.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9d974ac4f15e67472c3a9728daf612590b4a5762a4b33f0edd298df0b80d043c"
+checksum = "3d8f608d8d7d229975c4d0d026f5d3071598c4ddab3c5262b0a31840fec78d13"
 dependencies = [
  "cairo-sys-rs",
  "gdk-pixbuf-sys",
@@ -973,7 +1117,7 @@ dependencies = [
  "libc",
  "pango-sys",
  "pkg-config",
- "system-deps",
+ "system-deps 7.0.8",
 ]
 
 [[package]]
@@ -1006,16 +1150,30 @@ dependencies = [
  "cfg-if",
  "js-sys",
  "libc",
- "r-efi",
+ "r-efi 5.3.0",
  "wasip2",
  "wasm-bindgen",
 ]
 
 [[package]]
-name = "gio"
-version = "0.22.6"
+name = "getrandom"
+version = "0.4.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e3848bcba3a35cc0a71df8ba8ecfd799d6bfb862342a53a4a915fb62213aa4e6"
+checksum = "300e883d756b2e4ec94e02791f39b04b522276138852cfc41d9fb7e904106099"
+dependencies = [
+ "cfg-if",
+ "js-sys",
+ "libc",
+ "r-efi 6.0.0",
+ "rand_core 0.10.1",
+ "wasm-bindgen",
+]
+
+[[package]]
+name = "gio"
+version = "0.22.8"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8b3e1f669909c326b9413bde5a742097b8c90a7d78f45326db13668984769ded"
 dependencies = [
  "futures-channel",
  "futures-core",
@@ -1030,14 +1188,14 @@ dependencies = [
 
 [[package]]
 name = "gio-sys"
-version = "0.22.0"
+version = "0.22.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "64729ba2772c080448f9f966dba8f4456beeb100d8c28a865ef8a0f2ef4987e1"
+checksum = "353fdc7da7cd16da916104b1e0e4e7de380ec9c8aaa20d4d742d66310ab4b0d5"
 dependencies = [
  "glib-sys",
  "gobject-sys",
  "libc",
- "system-deps",
+ "system-deps 7.0.8",
  "windows-sys 0.61.2",
 ]
 
@@ -1063,11 +1221,11 @@ dependencies = [
 
 [[package]]
 name = "glib"
-version = "0.22.7"
+version = "0.22.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c207e04e51605dcf7b2924c41591b3a10e1438eaac5bcf448fb91f325381104a"
+checksum = "ddbcf514bd1881fc1b960e4e52b4e82873f4da3bceddbd58d42827b508888100"
 dependencies = [
- "bitflags 2.13.0",
+ "bitflags 2.13.1",
  "futures-channel",
  "futures-core",
  "futures-executor",
@@ -1091,24 +1249,24 @@ dependencies = [
  "heck",
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.119",
 ]
 
 [[package]]
 name = "glib-sys"
-version = "0.22.6"
+version = "0.22.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5f7fbac234ed5bc2a28359b7bde8e1b9cdf1441cc2d7f068e4824672d7db9445"
+checksum = "030967459f9f676851872c6304adea7825c6d462ec9b72554c733cf0c5952233"
 dependencies = [
  "libc",
- "system-deps",
+ "system-deps 7.0.8",
 ]
 
 [[package]]
 name = "globset"
-version = "0.4.18"
+version = "0.4.20"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "52dfc19153a48bde0cbd630453615c8151bce3a5adfac7a0aebfbf0a1e1f57e3"
+checksum = "07c34a9410465b45bd9787443bc7370f37735bad04b0f0cd57ff1a3186c98988"
 dependencies = [
  "aho-corasick",
  "bstr",
@@ -1125,37 +1283,35 @@ checksum = "22a861859b887a79cf461359c192c97a57d8fb0229dd291232e57aa11f6fa72c"
 dependencies = [
  "glib-sys",
  "libc",
- "system-deps",
+ "system-deps 7.0.8",
 ]
 
 [[package]]
 name = "graphene-rs"
-version = "0.22.0"
+version = "0.22.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c7d1b7881f96869f49808b6adfe906a93a57a34204952253444d68c3208d71f1"
+checksum = "eb856b9c558971c3f13ab692358926da710b046932a4e087aedcc35b040d7dff"
 dependencies = [
  "glib",
  "graphene-sys",
- "libc",
 ]
 
 [[package]]
 name = "graphene-sys"
-version = "0.22.0"
+version = "0.22.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "517f062f3fd6b7fd3e57a3f038a74b3c23ca32f51199ff028aa704609943f79c"
+checksum = "5c7ffdfde88f3570d3705e0d8a2433e036d387a1f2930bbf47eafcb5f569fd04"
 dependencies = [
  "glib-sys",
  "libc",
- "pkg-config",
- "system-deps",
+ "system-deps 7.0.8",
 ]
 
 [[package]]
 name = "gsk4"
-version = "0.11.1"
+version = "0.11.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "53c912dfcbd28acace5fc99c40bb9f25e1dcb73efb1f2608327f66a99acdcb62"
+checksum = "b867be1c5f14dcb8f552c0eff6e9a9b1da5f8b43943e8efc3a63c889d84952ff"
 dependencies = [
  "cairo-rs",
  "gdk4",
@@ -1168,9 +1324,9 @@ dependencies = [
 
 [[package]]
 name = "gsk4-sys"
-version = "0.11.1"
+version = "0.11.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d7d54bbc7a9d8b6ffe4f0c95eede15ccfb365c8bf521275abe6bcfb57b18fb8a"
+checksum = "5b7c7eb2e681ee896646cfb8872b431f24d09f53ba9283289d9b10caa6707088"
 dependencies = [
  "cairo-sys-rs",
  "gdk4-sys",
@@ -1179,14 +1335,14 @@ dependencies = [
  "graphene-sys",
  "libc",
  "pango-sys",
- "system-deps",
+ "system-deps 7.0.8",
 ]
 
 [[package]]
 name = "gtk4"
-version = "0.11.3"
+version = "0.11.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7181b837f04cbe93f79441475f7a00560a92cba7a72e38cc1a68b6f8b78eaae2"
+checksum = "98a0a0466484f64b07b5b8184d43fa46be78eb0b8e04ae4e179af31d770b76d9"
 dependencies = [
  "cairo-rs",
  "field-offset",
@@ -1205,11 +1361,11 @@ dependencies = [
 
 [[package]]
 name = "gtk4-layer-shell"
-version = "0.8.0"
+version = "0.8.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a4069987ff4793699511a251028cc336b438e46565b463f111250148d574752a"
+checksum = "17c28ea0f4676fdaaae7ff2413a24d0d35c8657424f84856c1103c73454c9da4"
 dependencies = [
- "bitflags 2.13.0",
+ "bitflags 2.13.1",
  "gdk4",
  "glib",
  "glib-sys",
@@ -1220,34 +1376,34 @@ dependencies = [
 
 [[package]]
 name = "gtk4-layer-shell-sys"
-version = "0.6.0"
+version = "0.6.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8f566a5ec5bcc454e7fcf2ab76930887ced5365afce12c1e5201bb296b95f1b9"
+checksum = "bcf19bb884ef0ef55b9e6b2b369c39b4fcc0c41e3a0c1cbc8c267720338b690b"
 dependencies = [
  "gdk4-sys",
  "glib-sys",
  "gtk4-sys",
  "libc",
- "system-deps",
+ "system-deps 8.0.0",
 ]
 
 [[package]]
 name = "gtk4-macros"
-version = "0.11.0"
+version = "0.11.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3581b242ba62fdff122ebb626ea641582ec326031622bd19d60f85029c804a87"
+checksum = "5ac7179400a36a04de039c24206bb841c5596992b907b43b23ee8d5bdc40d00e"
 dependencies = [
  "proc-macro-crate",
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.119",
 ]
 
 [[package]]
 name = "gtk4-sys"
-version = "0.11.3"
+version = "0.11.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "20ba8e695e2640455561274e65e45f0a151619e450746007667f4b23ceae4e1b"
+checksum = "82b8f954786af0b1984425c4446b77f5ff6594346181316be3f850caab1c6f01"
 dependencies = [
  "cairo-sys-rs",
  "gdk-pixbuf-sys",
@@ -1259,7 +1415,7 @@ dependencies = [
  "gsk4-sys",
  "libc",
  "pango-sys",
- "system-deps",
+ "system-deps 7.0.8",
 ]
 
 [[package]]
@@ -1282,9 +1438,9 @@ dependencies = [
 
 [[package]]
 name = "hashlink"
-version = "0.12.0"
+version = "0.12.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a5081f264ed7adee96ea4b4778b6bb9da0a7228b084587aa3bd3ff05da7c5a3b"
+checksum = "32069d97bb81e38fa67eab65e3393bf804bb85969f2bc06bf13f64aef5aba248"
 dependencies = [
  "hashbrown 0.17.1",
 ]
@@ -1318,9 +1474,9 @@ checksum = "ec9d92d097f4749b64e8cc33d924d9f40a2d4eb91402b458014b781f5733d60f"
 
 [[package]]
 name = "http"
-version = "1.4.2"
+version = "1.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6970f50e31d6fc17d3fa27329444bfa74e196cf62e95052a3f6fee181dba6425"
+checksum = "918d3568bebf352712bc2ef3d46a8bcf1a75b373be6539de198e9105cbbf9ce0"
 dependencies = [
  "bytes",
  "itoa",
@@ -1334,9 +1490,9 @@ checksum = "6dbf3de79e51f3d586ab4cb9d5c3e2c14aa28ed23d180cf89b4df0454a69cc87"
 
 [[package]]
 name = "icu_collections"
-version = "2.2.0"
+version = "2.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2984d1cd16c883d7935b9e07e44071dca8d917fd52ecc02c04d5fa0b5a3f191c"
+checksum = "fa68d21081c4a05d5a901a1c62add574c77048b6a1c67be3b50ce0b60d4ca513"
 dependencies = [
  "displaydoc",
  "potential_utf",
@@ -1348,9 +1504,9 @@ dependencies = [
 
 [[package]]
 name = "icu_locale_core"
-version = "2.2.0"
+version = "2.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "92219b62b3e2b4d88ac5119f8904c10f8f61bf7e95b640d25ba3075e6cac2c29"
+checksum = "d56e28588da92eee5c3201a6eff33fabdd49b62269c8938d4ff050ce4d900deb"
 dependencies = [
  "displaydoc",
  "litemap",
@@ -1361,9 +1517,9 @@ dependencies = [
 
 [[package]]
 name = "icu_normalizer"
-version = "2.2.0"
+version = "2.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c56e5ee99d6e3d33bd91c5d85458b6005a22140021cc324cea84dd0e72cff3b4"
+checksum = "12f9cf5f235641ed274641dd81c3f28d870e276763d0797aeeab72317b1c646f"
 dependencies = [
  "icu_collections",
  "icu_normalizer_data",
@@ -1375,16 +1531,17 @@ dependencies = [
 
 [[package]]
 name = "icu_normalizer_data"
-version = "2.2.0"
+version = "2.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "da3be0ae77ea334f4da67c12f149704f19f81d1adf7c51cf482943e84a2bad38"
+checksum = "1563da1ed3e0b3bf3d74c9b85917ac9c56464d2f57242270c09c9e752f8021a0"
 
 [[package]]
 name = "icu_properties"
-version = "2.2.0"
+version = "2.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bee3b67d0ea5c2cca5003417989af8996f8604e34fb9ddf96208a033901e70de"
+checksum = "7e7ca276ad3145661a65914e6daf131ca5120cd3dcee8f8f3214b8875184a148"
 dependencies = [
+ "displaydoc",
  "icu_collections",
  "icu_locale_core",
  "icu_properties_data",
@@ -1395,15 +1552,15 @@ dependencies = [
 
 [[package]]
 name = "icu_properties_data"
-version = "2.2.0"
+version = "2.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8e2bbb201e0c04f7b4b3e14382af113e17ba4f63e2c9d2ee626b720cbce54a14"
+checksum = "e590f038c1464a96894fd6d10127e90a8be4509f56ff7ecef851b15cee0b7caa"
 
 [[package]]
 name = "icu_provider"
-version = "2.2.0"
+version = "2.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "139c4cf31c8b5f33d7e199446eff9c1e02decfc2f0eec2c8d71f65befa45b421"
+checksum = "92a7ed671a6aad807a8651a2e1782a6598fda9ce5185dd8158549e95a91c6428"
 dependencies = [
  "displaydoc",
  "icu_locale_core",
@@ -1443,9 +1600,9 @@ dependencies = [
 
 [[package]]
 name = "ignore"
-version = "0.4.26"
+version = "0.4.33"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b915661dd01db3f05050265b2477bcc6527b3792388e2749b41623cc592be67d"
+checksum = "00b69833ed729dc5aa7d19541d96d6cf8e9137194207a04916d658e43168402f"
 dependencies = [
  "crossbeam-deque",
  "globset",
@@ -1469,9 +1626,9 @@ dependencies = [
 
 [[package]]
 name = "indicatif"
-version = "0.18.4"
+version = "0.18.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "25470f23803092da7d239834776d653104d551bc4d7eacaf31e6837854b8e9eb"
+checksum = "9433806cd6b4ec1aba79c021c7e4c58fb4c3b9977c085062e611ac929998fb0c"
 dependencies = [
  "console",
  "portable-atomic",
@@ -1493,9 +1650,9 @@ dependencies = [
 
 [[package]]
 name = "inotify-sys"
-version = "0.1.5"
+version = "0.1.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e05c02b5e89bff3b946cedeca278abc628fe811e604f027c45a8aa3cf793d0eb"
+checksum = "c033f80b2c113cdf91ab7a33faa9cbc014726dcad99880c8609af2a370edf37d"
 dependencies = [
  "libc",
 ]
@@ -1510,6 +1667,12 @@ dependencies = [
  "generic-array",
 ]
 
+[[package]]
+name = "is_terminal_polyfill"
+version = "1.70.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a6cb138bb79a146c1bd460005623e142ef0181e3d0219cb493e02f7d08a35695"
+
 [[package]]
 name = "itertools"
 version = "0.14.0"
@@ -1527,19 +1690,19 @@ checksum = "8f42a60cbdf9a97f5d2305f08a87dc4e09308d1276d28c869c684d7777685682"
 
 [[package]]
 name = "jobserver"
-version = "0.1.34"
+version = "0.1.35"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9afb3de4395d6b3e67a780b6de64b51c978ecf11cb9a462c66be7d4ca9039d33"
+checksum = "1c00acbd29eabad4a2392fa0e921c874934dbbf4194312ad20f04a0ed67a3cb3"
 dependencies = [
- "getrandom 0.3.4",
+ "getrandom 0.4.3",
  "libc",
 ]
 
 [[package]]
 name = "js-sys"
-version = "0.3.102"
+version = "0.3.104"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "03d04c30968dffe80775bd4d7fb676131cd04a1fb46d2686dbffbaec2d9dfd31"
+checksum = "0e0c1080212aad755ea003d18543e8768dd432c48819efd73a7bf1e39b7a5a3a"
 dependencies = [
  "cfg-if",
  "futures-util",
@@ -1554,9 +1717,9 @@ checksum = "e2db585e1d738fc771bf08a151420d3ed193d9d895a36df7f6f8a9456b911ddc"
 
 [[package]]
 name = "kqueue"
-version = "1.2.0"
+version = "1.2.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "273c0752728918e0ac4976f2b275b6fefb9ecd400585dec929419f3844cd87b5"
+checksum = "8d763e5b24120b4ddf50de6c92308156765aabfbbccebf401da7cff2d70a41ea"
 dependencies = [
  "kqueue-sys",
  "libc",
@@ -1568,7 +1731,7 @@ version = "1.1.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "07293a4e297ac234359b510362495713f75ea345d5307140414f20c69ffeb087"
 dependencies = [
- "bitflags 2.13.0",
+ "bitflags 2.13.1",
  "libc",
 ]
 
@@ -1580,9 +1743,9 @@ checksum = "bbd2bcb4c963f2ddae06a2efc7e9f3591312473c50c6685e1f298068316e66fe"
 
 [[package]]
 name = "libc"
-version = "0.2.186"
+version = "0.2.189"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "68ab91017fe16c622486840e4c83c9a37afeff978bd239b5293d61ece587de66"
+checksum = "3eaf3ede3fee6db1a4c2ee091bf8a8b4dccdc6d17f656fb07896ee72867612f2"
 
 [[package]]
 name = "libloading"
@@ -1596,18 +1759,18 @@ dependencies = [
 
 [[package]]
 name = "libredox"
-version = "0.1.17"
+version = "0.1.20"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f02ab6bace2054fb888a3c16f990117b579d14a3088e472d63c6011fa185c9d3"
+checksum = "28d0a00925a9f930d679b6789b721e3a7f9ed110f41b86d2497caa780c3a070a"
 dependencies = [
  "libc",
 ]
 
 [[package]]
 name = "libsqlite3-sys"
-version = "0.38.1"
+version = "0.38.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f6c19a05435c21ac299d71b6a9c13db3e3f47c520517d58990a462a1397a61db"
+checksum = "f1d20bef17f513b9b3004532233187769cd072d790971f4e4da0e346eb6401e8"
 dependencies = [
  "cc",
  "pkg-config",
@@ -1631,9 +1794,9 @@ checksum = "32a66949e030da00e8c7d4434b251670a91556f4144941d37452769c25d58a53"
 
 [[package]]
 name = "litemap"
-version = "0.8.2"
+version = "0.8.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "92daf443525c4cce67b150400bc2316076100ce0b3686209eb8cf3c31612e6f0"
+checksum = "47d9d19d1d6efa0109d2f65ff4c85cddd50bd572e5a00127ab10987290bcefae"
 
 [[package]]
 name = "log"
@@ -1643,28 +1806,27 @@ checksum = "0ceec5bc11778974d1bcb055b18002eba7f4b3518b6a0081b3af5f21666da9ad"
 
 [[package]]
 name = "lopdf"
-version = "0.38.0"
+version = "0.42.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c7184fdea2bc3cd272a1acec4030c321a8f9875e877b3f92a53f2f6033fdc289"
+checksum = "25aab26d99567469098e64a02f42679f8965c6401263eefa31d8f2dcc37a221c"
 dependencies = [
  "aes",
- "bitflags 2.13.0",
+ "bitflags 2.13.1",
  "cbc",
  "ecb",
  "encoding_rs",
  "flate2",
- "getrandom 0.3.4",
+ "getrandom 0.4.3",
  "indexmap",
  "itoa",
  "log",
  "md-5",
  "nom 8.0.0",
- "nom_locate",
- "rand",
+ "rand 0.10.2",
  "rangemap",
  "sha2",
  "stringprep",
- "thiserror 2.0.18",
+ "thiserror 2.0.20",
  "ttf-parser",
  "weezl",
 ]
@@ -1698,19 +1860,19 @@ dependencies = [
 
 [[package]]
 name = "macro_rules_attribute"
-version = "0.2.2"
+version = "0.2.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "65049d7923698040cd0b1ddcced9b0eb14dd22c5f86ae59c3740eab64a676520"
+checksum = "b3ae8f6d608c795738406608304d30a2dfbdc8e58e44f7ba43236da5208ded3c"
 dependencies = [
  "macro_rules_attribute-proc_macro",
- "paste",
+ "pastey",
 ]
 
 [[package]]
 name = "macro_rules_attribute-proc_macro"
-version = "0.2.2"
+version = "0.2.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "670fdfda89751bc4a84ac13eaa63e205cf0fd22b4c9a5fbfa085b63c1f1d3a30"
+checksum = "fc04a4c58212d57930a24bf47d3fa87485264a3a054e9c10e042eb373573ad3c"
 
 [[package]]
 name = "matchers"
@@ -1723,9 +1885,9 @@ dependencies = [
 
 [[package]]
 name = "matrixmultiply"
-version = "0.3.10"
+version = "0.3.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a06de3016e9fae57a36fd14dba131fccf49f74b40b7fbdb472f96e361ec71a08"
+checksum = "3f607c237553f086e7043417a51df26b2eb899d3caff94e6a67592ff992fedc7"
 dependencies = [
  "autocfg",
  "rawpointer",
@@ -1743,9 +1905,9 @@ dependencies = [
 
 [[package]]
 name = "memchr"
-version = "2.8.2"
+version = "2.8.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "88904434abc2901f197fe8cc55f0445e7ded921dba5911dad2e2b39b48e663c4"
+checksum = "cf8baf1c55e62ffcace7a9f06f4bd9cd3f0c4beb022d3b367256b91b87513d98"
 
 [[package]]
 name = "memoffset"
@@ -1803,7 +1965,7 @@ checksum = "e4db6d5580af57bf992f59068d4ea26fd518574ff48d7639b255a36f9de6e7e9"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.119",
 ]
 
 [[package]]
@@ -1857,24 +2019,13 @@ dependencies = [
  "memchr",
 ]
 
-[[package]]
-name = "nom_locate"
-version = "5.0.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0b577e2d69827c4740cba2b52efaad1c4cc7c73042860b199710b3575c68438d"
-dependencies = [
- "bytecount",
- "memchr",
- "nom 8.0.0",
-]
-
 [[package]]
 name = "notify"
 version = "6.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "6205bd8bb1e454ad2e27422015fb5e4f2bcc7e08fa8f27058670d208324a4d2d"
 dependencies = [
- "bitflags 2.13.0",
+ "bitflags 2.13.1",
  "crossbeam-channel",
  "filetime",
  "fsevent-sys",
@@ -1913,9 +2064,9 @@ checksum = "521739c6d2bac4aa25192232afe6841231376b2b26d4d9fae5ecf8ca5772e441"
 
 [[package]]
 name = "num-integer"
-version = "0.1.46"
+version = "0.1.47"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7969661fd2958a5cb096e56c8e1ad0444ac2bbcd0061bd28660485a44879858f"
+checksum = "7ce2d95d4b3734dc35aa2f45e1aa22cd416814592a4f9d9205e11affd5b8e10b"
 dependencies = [
  "num-traits",
 ]
@@ -1931,9 +2082,9 @@ dependencies = [
 
 [[package]]
 name = "numkong"
-version = "7.7.0"
+version = "7.8.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b58d4bb97df102ebdde66a352a20c0bc65c7c407ee9bef12ebe317edc2458a55"
+checksum = "81601dc994296baed2968db046b01589be7898837c31f2b073704c6e65ff8f04"
 dependencies = [
  "cc",
 ]
@@ -1944,13 +2095,19 @@ version = "1.21.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9f7c3e4beb33f85d45ae3e3a1792185706c8e16d043238c593331cc7cd313b50"
 
+[[package]]
+name = "once_cell_polyfill"
+version = "1.70.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "384b8ab6d37215f3c5301a95a4accb5d64aa607f1fcb26a11b5303878451b4fe"
+
 [[package]]
 name = "onig"
 version = "6.5.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "0cc3cbf698f9438986c11a880c90a6d04b9de27575afd28bbf45b154b6c709e2"
 dependencies = [
- "bitflags 2.13.0",
+ "bitflags 2.13.1",
  "libc",
  "once_cell",
  "onig_sys",
@@ -1972,7 +2129,7 @@ version = "0.10.81"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "77823a27f0babb03091cb9ed9ef80af3b39dbc82f97e8fa530374b7dafd87a45"
 dependencies = [
- "bitflags 2.13.0",
+ "bitflags 2.13.1",
  "cfg-if",
  "foreign-types",
  "libc",
@@ -1988,7 +2145,7 @@ checksum = "a948666b637a0f465e8564c73e89d4dde00d72d4d473cc972f390fc3dcee7d9c"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.119",
 ]
 
 [[package]]
@@ -2017,38 +2174,37 @@ checksum = "04744f49eae99ab78e0d5c0b603ab218f515ea8cfe5a456d7629ad883a3b6e7d"
 
 [[package]]
 name = "ort"
-version = "2.0.0-rc.12"
+version = "2.0.0-rc.13"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d7de3af33d24a745ffb8fab904b13478438d1cd52868e6f17735ef6e1f8bf133"
+checksum = "4336a1e2b38848325241c72889086886004e589b7c74f335e60a8e8db5138a0b"
 dependencies = [
  "libloading",
  "ndarray",
  "ort-sys",
  "smallvec",
  "tracing",
- "ureq 3.3.0",
+ "ureq 3.4.0",
 ]
 
 [[package]]
 name = "ort-sys"
-version = "2.0.0-rc.12"
+version = "2.0.0-rc.13"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d7b497d21a8b6fbb4b5a544f8fadb77e801a09ae0add9e411d31c6f89e3c1e90"
+checksum = "cf211e3776eea6aec988552fa118dd746d70e1b1e5e244058d1c98015f3e5872"
 dependencies = [
  "hmac-sha256",
  "lzma-rust2",
- "ureq 3.3.0",
+ "ureq 3.4.0",
 ]
 
 [[package]]
 name = "pango"
-version = "0.22.6"
+version = "0.22.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "251bdc6e6487b811be0e406a21e301e07e45c0aa8fa39e00c0c8e12a91752438"
+checksum = "5d800d8d0de2ad5d0fb046f5344dbaba14a003cf3dd27cc21d85893d35ea316c"
 dependencies = [
  "gio",
  "glib",
- "libc",
  "pango-sys",
 ]
 
@@ -2061,7 +2217,7 @@ dependencies = [
  "glib-sys",
  "gobject-sys",
  "libc",
- "system-deps",
+ "system-deps 7.0.8",
 ]
 
 [[package]]
@@ -2070,6 +2226,12 @@ version = "1.0.15"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "57c0d7b74b563b49d38dae00a0c37d4d6de9b432382b2892f0574ddcae73fd0a"
 
+[[package]]
+name = "pastey"
+version = "0.2.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2ee67f1008b1ba2321834326597b8e186293b049a023cdef258527550b9935b4"
+
 [[package]]
 name = "pbkdf2"
 version = "0.12.2"
@@ -2082,9 +2244,9 @@ dependencies = [
 
 [[package]]
 name = "pdf-extract"
-version = "0.10.0"
+version = "0.12.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1e28ba1758a3d3f361459645780e09570b573fc3c82637449e9963174c813a98"
+checksum = "417e8fdc940f1d5bc62c5f89864c3a2255f74f69aa353c98509213d67df61e73"
 dependencies = [
  "adobe-cmap-parser",
  "cff-parser",
@@ -2120,9 +2282,9 @@ checksum = "a89322df9ebe1c1578d689c92318e070967d1042b512afbe49518723f4e6d5cd"
 
 [[package]]
 name = "pkg-config"
-version = "0.3.33"
+version = "0.3.34"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "19f132c84eca552bf34cab8ec81f1c1dcc229b811638f9d283dceabe58c5569e"
+checksum = "f6b464fbc74e149a392436b17d523f769e057cb6877f6a5c4618bc6f11800548"
 
 [[package]]
 name = "pom"
@@ -2132,9 +2294,9 @@ checksum = "60f6ce597ecdcc9a098e7fddacb1065093a3d66446fa16c675e7e71d1b5c28e6"
 
 [[package]]
 name = "portable-atomic"
-version = "1.13.1"
+version = "1.15.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c33a9471896f1c69cecef8d20cbe2f7accd12527ce60845ff44c153bb2a21b49"
+checksum = "05c8b63e8d9609db387f0324918f81d68fe27748f084ef092fb35954d0539a85"
 
 [[package]]
 name = "portable-atomic-util"
@@ -2153,9 +2315,9 @@ checksum = "78451badbdaebaf17f053fd9152b3ffb33b516104eacb45e7864aaa9c712f306"
 
 [[package]]
 name = "potential_utf"
-version = "0.1.5"
+version = "0.1.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0103b1cef7ec0cf76490e969665504990193874ea05c85ff9bab8b911d0a0564"
+checksum = "d83eb9bc6d8e5cf568e7a1101d60ee05e81ed50ea106026f3d18deeb046d7661"
 dependencies = [
  "zerovec",
 ]
@@ -2181,23 +2343,23 @@ version = "3.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "e67ba7e9b2b56446f1d419b1d807906278ffa1a658a8a5d8a39dcb1f5a78614f"
 dependencies = [
- "toml_edit 0.25.12+spec-1.1.0",
+ "toml_edit 0.25.13+spec-1.1.0",
 ]
 
 [[package]]
 name = "proc-macro2"
-version = "1.0.106"
+version = "1.0.107"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8fd00f0bb2e90d81d1044c2b32617f68fcb9fa3bb7640c23e9c748e53fb30934"
+checksum = "985e7ec9bb745e6ce6535b544d84d6cd6f7ad8bd711c398938ae983b91a766d9"
 dependencies = [
  "unicode-ident",
 ]
 
 [[package]]
 name = "quick-xml"
-version = "0.40.1"
+version = "0.41.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2474bd2e5029e7ccb6abb2ba48cf2383a333851dedf495901544281590c7da7f"
+checksum = "e660451e55124f798a69a5af3f49ccfbefbd41910eefd25caf2393e1f3473ec1"
 dependencies = [
  "memchr",
  "serde",
@@ -2205,9 +2367,9 @@ dependencies = [
 
 [[package]]
 name = "quote"
-version = "1.0.46"
+version = "1.0.47"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dfbc457d0c7a0759a614551b11a6409e5951f6c7537be1f1b7682b9ae9230368"
+checksum = "1fbf4db142a473a8d80c26bbf18454ed458bf8d26c8219c331daecfdbd079001"
 dependencies = [
  "proc-macro2",
 ]
@@ -2219,13 +2381,30 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "69cdb34c158ceb288df11e18b4bd39de994f6657d83847bdffdbd7f346754b0f"
 
 [[package]]
-name = "rand"
-version = "0.9.4"
+name = "r-efi"
+version = "6.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "44c5af06bb1b7d3216d91932aed5265164bf384dc89cd6ba05cf59a35f5f76ea"
+checksum = "f8dcc9c7d52a811697d2151c701e0d08956f92b0e24136cf4cf27b57a6a0d9bf"
+
+[[package]]
+name = "rand"
+version = "0.9.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b9ef1d0d795eb7d84685bca4f72f3649f064e6641543d3a8c415898726a57b41"
 dependencies = [
  "rand_chacha",
- "rand_core",
+ "rand_core 0.9.5",
+]
+
+[[package]]
+name = "rand"
+version = "0.10.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c7f5fa3a058cd35567ef9bfa5e75732bee0f9e4c55fa90477bef2dfcdbc4be80"
+dependencies = [
+ "chacha20",
+ "getrandom 0.4.3",
+ "rand_core 0.10.1",
 ]
 
 [[package]]
@@ -2235,7 +2414,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d3022b5f1df60f26e1ffddd6c66e8aa15de382ae63b3a0c1bfc0e4d3e3f325cb"
 dependencies = [
  "ppv-lite86",
- "rand_core",
+ "rand_core 0.9.5",
 ]
 
 [[package]]
@@ -2248,10 +2427,16 @@ dependencies = [
 ]
 
 [[package]]
-name = "rangemap"
-version = "1.7.1"
+name = "rand_core"
+version = "0.10.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "973443cf09a9c8656b574a866ab68dfa19f0867d0340648c7d2f6a71b8a8ea68"
+checksum = "63b8176103e19a2643978565ca18b50549f6101881c443590420e4dc998a3c69"
+
+[[package]]
+name = "rangemap"
+version = "1.8.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a611d15b50743feb4c76b7d03edcb0e64f399c26961e4efe6975bc398be6aa3d"
 
 [[package]]
 name = "rawpointer"
@@ -2303,9 +2488,9 @@ dependencies = [
 
 [[package]]
 name = "regex"
-version = "1.12.4"
+version = "1.13.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f1292b7759ae1cb9ec195452d1390a074f0cd8541ab7a5a8c31cd6db45d4a6ba"
+checksum = "f020237b6c8eed93db2e2cb53c00c60a8e1bc73da7d073199a1180401450218d"
 dependencies = [
  "aho-corasick",
  "memchr",
@@ -2315,9 +2500,9 @@ dependencies = [
 
 [[package]]
 name = "regex-automata"
-version = "0.4.14"
+version = "0.4.18"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6e1dd4122fc1595e8162618945476892eefca7b88c52820e74af6262213cae8f"
+checksum = "ad8553b9b26413251cbf30e620595c7a41b3887f03da04579c0e6b0d6a06b4b2"
 dependencies = [
  "aho-corasick",
  "memchr",
@@ -2351,16 +2536,16 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "c51c9ae4df8a7fba42103df5c621fa3c37eccf3a3c650879e90fc48b11cc192c"
 dependencies = [
  "hashbrown 0.16.1",
- "thiserror 2.0.18",
+ "thiserror 2.0.20",
 ]
 
 [[package]]
 name = "rusqlite"
-version = "0.40.1"
+version = "0.40.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "11438310b19e3109b6446c33d1ed5e889428cf2e278407bc7896bc4aaea43323"
+checksum = "23f2a97da3e3873c73cb2a2e71b35c40ff95e0b1eefa8d72d8499a6928c3b5b3"
 dependencies = [
- "bitflags 2.13.0",
+ "bitflags 2.13.1",
  "fallible-iterator",
  "fallible-streaming-iterator",
  "hashlink",
@@ -2384,7 +2569,7 @@ version = "1.1.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b6fe4565b9518b83ef4f91bb47ce29620ca828bd32cb7e408f0062e9930ba190"
 dependencies = [
- "bitflags 2.13.0",
+ "bitflags 2.13.1",
  "errno",
  "libc",
  "linux-raw-sys",
@@ -2393,9 +2578,9 @@ dependencies = [
 
 [[package]]
 name = "rustls"
-version = "0.23.41"
+version = "0.23.43"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6b92b125634d9b795e7beca796cc790df15a7fb38323bf3196fda83292d06b1f"
+checksum = "0283386ce02abc0151e1761d08802dfe86c173b0b494af5cbc086574e453da06"
 dependencies = [
  "log",
  "once_cell",
@@ -2408,18 +2593,18 @@ dependencies = [
 
 [[package]]
 name = "rustls-pki-types"
-version = "1.14.1"
+version = "1.15.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "30a7197ae7eb376e574fe940d068c30fe0462554a3ddbe4eca7838e049c937a9"
+checksum = "2f4925028c7eb5d1fcdaf196971378ed9d2c1c4efc7dc5d011256f76c99c0a96"
 dependencies = [
  "zeroize",
 ]
 
 [[package]]
 name = "rustls-webpki"
-version = "0.103.13"
+version = "0.103.14"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "61c429a8649f110dddef65e2a5ad240f747e85f7758a6bccc7e5777bd33f756e"
+checksum = "0527518605e68109d875e248ea259b6758801cf165e4b2c2733ae3b51f12535a"
 dependencies = [
  "ring",
  "rustls-pki-types",
@@ -2428,9 +2613,9 @@ dependencies = [
 
 [[package]]
 name = "rustversion"
-version = "1.0.22"
+version = "1.0.23"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b39cdef0fa800fc44525c84ccb54a029961a8215f9619753635a9c0d2538d46d"
+checksum = "cf54715a573b99ac80df0bc206da022bcd442c974952c7b9720069370852e21f"
 
 [[package]]
 name = "ryu"
@@ -2468,7 +2653,7 @@ version = "3.7.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b7f4bc775c73d9a02cde8bf7b2ec4c9d12743edf609006c7facc23998404cd1d"
 dependencies = [
- "bitflags 2.13.0",
+ "bitflags 2.13.1",
  "core-foundation",
  "core-foundation-sys",
  "libc",
@@ -2493,9 +2678,9 @@ checksum = "8a7852d02fc848982e0c167ef163aaff9cd91dc640ba85e263cb1ce46fae51cd"
 
 [[package]]
 name = "serde"
-version = "1.0.228"
+version = "1.0.229"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9a8e94ea7f378bd32cbbd37198a4a91436180c5bb472411e48b5ec2e2124ae9e"
+checksum = "4148590afebada386688f18773da617792bf2ef03ffc1e4cbd2b1d45b023e0ba"
 dependencies = [
  "serde_core",
  "serde_derive",
@@ -2503,29 +2688,29 @@ dependencies = [
 
 [[package]]
 name = "serde_core"
-version = "1.0.228"
+version = "1.0.229"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "41d385c7d4ca58e59fc732af25c3983b67ac852c1a25000afe1175de458b67ad"
+checksum = "67dca2c9c51e58a4791a4b1ed58308b39c64224d349a935ab5039aa360942a48"
 dependencies = [
  "serde_derive",
 ]
 
 [[package]]
 name = "serde_derive"
-version = "1.0.228"
+version = "1.0.229"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d540f220d3187173da220f885ab66608367b6574e925011a9353e4badda91d79"
+checksum = "e7a5d71263a5a7d47b41f6b3f06ba276f10cc18b0931f1799f710578e2309348"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 3.0.3",
 ]
 
 [[package]]
 name = "serde_json"
-version = "1.0.150"
+version = "1.0.151"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e8014e44b4736ed0538adeecded0fce2a272f22dc9578a7eb6b2d9993c74cfb9"
+checksum = "c841b55ecdae098c80dcae9cf767f6f8a0c2cdb3416bbef72181df4d0fe73f14"
 dependencies = [
  "itoa",
  "memchr",
@@ -2554,12 +2739,12 @@ dependencies = [
 
 [[package]]
 name = "sha1"
-version = "0.10.6"
+version = "0.10.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e3bf829a2d51ab4a5ddf1352d8470c140cadc8301b2ae1789db023f01cedd6ba"
+checksum = "a978451301f4db1d02937a4ab3ccce137717b81826e79b7d49ffe3244a13c3b8"
 dependencies = [
  "cfg-if",
- "cpufeatures",
+ "cpufeatures 0.2.17",
  "digest",
 ]
 
@@ -2570,7 +2755,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "a7507d819769d01a365ab707794a4084392c824f54a7a6a7862f8c3d0892b283"
 dependencies = [
  "cfg-if",
- "cpufeatures",
+ "cpufeatures 0.2.17",
  "digest",
 ]
 
@@ -2591,9 +2776,9 @@ checksum = "f8fadd59c855ef2080decdef8ff161eb6661b86933c9d82e5ba29dc602a55aba"
 
 [[package]]
 name = "simd-adler32"
-version = "0.3.9"
+version = "0.3.10"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "703d5c7ef118737c72f1af64ad2f6f8c5e1921f818cdcb97b8fe6fc69bf66214"
+checksum = "3a219298ac11a56ea9a6d2120044824d6f01aeb034955e7af7bc16858527deea"
 
 [[package]]
 name = "slab"
@@ -2679,9 +2864,20 @@ checksum = "13c2bddecc57b384dee18652358fb23172facb8a2c51ccc10d74c157bdea3292"
 
 [[package]]
 name = "syn"
-version = "2.0.118"
+version = "2.0.119"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1b9ae57f904213ebb649ce6895b8a66c66f0203b9319718f69a5612a065b1422"
+checksum = "872831b642d1a07999a962a351ed35b955ea2cfc8f3862091e2a240a84f17297"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "unicode-ident",
+]
+
+[[package]]
+name = "syn"
+version = "3.0.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "53e9bae58849f64dfa4f5d5ae372c8341f7305f82a3868709269343628b659a3"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -2696,7 +2892,7 @@ checksum = "728a70f3dbaf5bab7f0c4b1ac8d7ae5ea60a4b5549c8a5914361c99147a709d2"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.119",
 ]
 
 [[package]]
@@ -2708,7 +2904,20 @@ dependencies = [
  "cfg-expr",
  "heck",
  "pkg-config",
- "toml 1.1.2+spec-1.1.0",
+ "toml 1.1.4+spec-1.1.0",
+ "version-compare",
+]
+
+[[package]]
+name = "system-deps"
+version = "8.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "83779a5c956bcb6ba627a4ecf0a9d7625db47d7537e0892d97f712ac995648a3"
+dependencies = [
+ "cfg-expr",
+ "heck",
+ "pkg-config",
+ "toml 1.1.4+spec-1.1.0",
  "version-compare",
 ]
 
@@ -2725,7 +2934,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "32497e9a4c7b38532efcdebeef879707aa9f794296a4f0244f6f69e9bc8574bd"
 dependencies = [
  "fastrand",
- "getrandom 0.3.4",
+ "getrandom 0.4.3",
  "once_cell",
  "rustix",
  "windows-sys 0.61.2",
@@ -2751,11 +2960,11 @@ dependencies = [
 
 [[package]]
 name = "thiserror"
-version = "2.0.18"
+version = "2.0.20"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4288b5bcbc7920c07a1149a35cf9590a2aa808e0bc1eafaade0b80947865fbc4"
+checksum = "ec86235f5fcc2a73650310756d2ac5b138a5780bbbdfae3eeccec992c435ba4f"
 dependencies = [
- "thiserror-impl 2.0.18",
+ "thiserror-impl 2.0.20",
 ]
 
 [[package]]
@@ -2766,34 +2975,34 @@ checksum = "4fee6c4efc90059e10f81e6d42c60a18f76588c3d74cb83a0b242a2b6c7504c1"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.119",
 ]
 
 [[package]]
 name = "thiserror-impl"
-version = "2.0.18"
+version = "2.0.20"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ebc4ee7f67670e9b64d05fa4253e753e016c6c95ff35b89b7941d6b856dec1d5"
+checksum = "bc04cd3e1236dd4a98afca4569f2deb3f120e5422a4023be2cb683f8486292af"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 3.0.3",
 ]
 
 [[package]]
 name = "thread_local"
-version = "1.1.9"
+version = "1.1.10"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f60246a4944f24f6e018aa17cdeffb7818b76356965d03b07d6a9886e8962185"
+checksum = "1ad99c4c6d32803332c548b1af0540b357b3f5fc0be8f6c6bfe8b2e6ae784070"
 dependencies = [
  "cfg-if",
 ]
 
 [[package]]
 name = "time"
-version = "0.3.51"
+version = "0.3.55"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "85c17d80feb7334b40c484e45ed1a5273dfd8bfda537c3be2e74a06a6686f327"
+checksum = "cdb87b95ec50ddfa440816d227a17b2ccbdda963a316a727fda0fc4334f7d134"
 dependencies = [
  "deranged",
  "num-conv",
@@ -2810,9 +3019,9 @@ checksum = "9e1c906769ad99c88eaa54e728060edef082f8e358ff32030cb7c7d315e81109"
 
 [[package]]
 name = "tinystr"
-version = "0.8.3"
+version = "0.8.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c8323304221c2a851516f22236c5722a72eaa19749016521d6dff0824447d96d"
+checksum = "b1e27c91459209c2986af3dcf603a5a74a4368754ce37414f59acc971167f643"
 dependencies = [
  "displaydoc",
  "zerovec",
@@ -2820,9 +3029,9 @@ dependencies = [
 
 [[package]]
 name = "tinyvec"
-version = "1.11.0"
+version = "1.12.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3e61e67053d25a4e82c844e8424039d9745781b3fc4f32b8d55ed50f5f667ef3"
+checksum = "bb4ebadaa0af04fab11ae01eb5f9fdb5f9c5b875506e210e71c07873528baa7f"
 dependencies = [
  "tinyvec_macros",
 ]
@@ -2853,7 +3062,7 @@ dependencies = [
  "monostate",
  "onig",
  "paste",
- "rand",
+ "rand 0.9.5",
  "rayon",
  "rayon-cond",
  "regex",
@@ -2861,7 +3070,7 @@ dependencies = [
  "serde",
  "serde_json",
  "spm_precompiled",
- "thiserror 2.0.18",
+ "thiserror 2.0.20",
  "unicode-normalization-alignments",
  "unicode-segmentation",
  "unicode_categories",
@@ -2881,9 +3090,9 @@ dependencies = [
 
 [[package]]
 name = "toml"
-version = "1.1.2+spec-1.1.0"
+version = "1.1.4+spec-1.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "81f3d15e84cbcd896376e6730314d59fb5a87f31e4b038454184435cd57defee"
+checksum = "3aace63f4bbcdfc2c965b059de67119c89c4017a70d633be6c104910f67056f5"
 dependencies = [
  "indexmap",
  "serde_core",
@@ -2891,7 +3100,7 @@ dependencies = [
  "toml_datetime 1.1.1+spec-1.1.0",
  "toml_parser",
  "toml_writer",
- "winnow 1.0.3",
+ "winnow 1.0.4",
 ]
 
 [[package]]
@@ -2928,23 +3137,23 @@ dependencies = [
 
 [[package]]
 name = "toml_edit"
-version = "0.25.12+spec-1.1.0"
+version = "0.25.13+spec-1.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d2153edc6955a6c354fad8f5efd38b6a8769bdccf9fe50f8e1329f81b0baa5d7"
+checksum = "6975367e4d2ef766d86af01ffad14b622fecc8d4357a998fbc4deb6e9bacaf9b"
 dependencies = [
  "indexmap",
  "toml_datetime 1.1.1+spec-1.1.0",
  "toml_parser",
- "winnow 1.0.3",
+ "winnow 1.0.4",
 ]
 
 [[package]]
 name = "toml_parser"
-version = "1.1.2+spec-1.1.0"
+version = "1.1.3+spec-1.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a2abe9b86193656635d2411dc43050282ca48aa31c2451210f4202550afb7526"
+checksum = "1d38ac1cf9b95face32296c0a3ede1fdc270627c9d9c02a7274dd6d960dc4d56"
 dependencies = [
- "winnow 1.0.3",
+ "winnow 1.0.4",
 ]
 
 [[package]]
@@ -2955,9 +3164,9 @@ checksum = "5d99f8c9a7727884afe522e9bd5edbfc91a3312b36a77b5fb8926e4c31a41801"
 
 [[package]]
 name = "toml_writer"
-version = "1.1.1+spec-1.1.0"
+version = "1.1.2+spec-1.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "756daf9b1013ebe47a8776667b466417e2d4c5679d441c26230efd9ef78692db"
+checksum = "7d56353a2a665ad0f41a421187180aab746c8c325620617ad883a99a1cbe66d2"
 
 [[package]]
 name = "tracing"
@@ -2966,9 +3175,21 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "63e71662fa4b2a2c3a26f570f037eb95bb1f85397f3cd8076caed2f026a6d100"
 dependencies = [
  "pin-project-lite",
+ "tracing-attributes",
  "tracing-core",
 ]
 
+[[package]]
+name = "tracing-attributes"
+version = "0.1.31"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7490cfa5ec963746568740651ac6781f701c9c5ea257c58e057f3ba8cf69e8da"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.119",
+]
+
 [[package]]
 name = "tracing-core"
 version = "0.1.36"
@@ -3107,17 +3328,19 @@ dependencies = [
  "once_cell",
  "rustls",
  "rustls-pki-types",
+ "serde",
+ "serde_json",
  "url",
  "webpki-roots 0.26.11",
 ]
 
 [[package]]
 name = "ureq"
-version = "3.3.0"
+version = "3.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dea7109cdcd5864d4eeb1b58a1648dc9bf520360d7af16ec26d0a9354bafcfc0"
+checksum = "972d7902c8735f2695410b8aed7df6ed12a47394aa1c8d7af49f0497b731a94d"
 dependencies = [
- "base64 0.22.1",
+ "base64 0.23.1",
  "der",
  "log",
  "native-tls",
@@ -3131,11 +3354,11 @@ dependencies = [
 
 [[package]]
 name = "ureq-proto"
-version = "0.6.0"
+version = "0.6.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e994ba84b0bd1b1b0cf92878b7ef898a5c1760108fe7b6010327e274917a808c"
+checksum = "da5f78b09e6941e1a0f2e30e695e4b120377b54d5e0aec11b594bb57b3971613"
 dependencies = [
- "base64 0.22.1",
+ "base64 0.23.1",
  "http",
  "httparse",
  "log",
@@ -3155,9 +3378,9 @@ dependencies = [
 
 [[package]]
 name = "usearch"
-version = "2.25.3"
+version = "2.26.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5c08f764417012cf6aea6d1380ef9ea8712c5795a938b726fc67b9bf7ea8824b"
+checksum = "1cd7f672d20412962c457b11c858c6c5aecb949808a5345a95e1d671112bcf72"
 dependencies = [
  "cxx",
  "cxx-build",
@@ -3176,6 +3399,12 @@ version = "1.0.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b6c140620e7ffbb22c2dee59cafe6084a59b5ffc27a8859a5f0d494b5d52b6be"
 
+[[package]]
+name = "utf8parse"
+version = "0.2.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "06abde3611657adf66d383f00b093d7faecc7fa57071cce2578660c9f1010821"
+
 [[package]]
 name = "valuable"
 version = "0.1.1"
@@ -3227,9 +3456,9 @@ dependencies = [
 
 [[package]]
 name = "wasm-bindgen"
-version = "0.2.125"
+version = "0.2.127"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8ddb3f79143bced6de84270411622a2699cee572fc0875aeaf1e7867cf9fca1a"
+checksum = "1b70935747edd64d89de3efa29d73789b806c15798f8e7dca4d8ac356b50ce70"
 dependencies = [
  "cfg-if",
  "once_cell",
@@ -3240,9 +3469,9 @@ dependencies = [
 
 [[package]]
 name = "wasm-bindgen-macro"
-version = "0.2.125"
+version = "0.2.127"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4e21a184b13fb19e157296e2c46056aec9092264fab83e4ba59e68c61b323c3d"
+checksum = "77775f8f3f7217702089053b94958f8f54061a3f663417df76e19cbdcca29bc1"
 dependencies = [
  "quote",
  "wasm-bindgen-macro-support",
@@ -3250,22 +3479,22 @@ dependencies = [
 
 [[package]]
 name = "wasm-bindgen-macro-support"
-version = "0.2.125"
+version = "0.2.127"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fecefd9c35bd935a20fc3fc344b5f29138961e4f47fb03297d88f2587afb5ebd"
+checksum = "e11d33f857dc2fb11b8bc75aee111aa9cbeb12cd9f25efd3d4c2a3dd4e235284"
 dependencies = [
  "bumpalo",
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.119",
  "wasm-bindgen-shared",
 ]
 
 [[package]]
 name = "wasm-bindgen-shared"
-version = "0.2.125"
+version = "0.2.127"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "23939e44bb9a5d7576fa2b563dc2e136628f1224e88a8deed09e04858b77871f"
+checksum = "7ef64dbcc55df09c7e5a46182d181c2cfa3e925f3da937ea764728b4bbb9dcbf"
 dependencies = [
  "unicode-ident",
 ]
@@ -3282,9 +3511,9 @@ dependencies = [
 
 [[package]]
 name = "webpki-root-certs"
-version = "1.0.8"
+version = "1.0.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0d46a5a140e6f7afeccd8eae97eff335163939eac8b929834875168b29b3d267"
+checksum = "b96554aa2acc8ccdb7e1c9a58a7a68dd5d13bccc69cd124cb09406db612a1c9b"
 dependencies = [
  "rustls-pki-types",
 ]
@@ -3295,14 +3524,14 @@ version = "0.26.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "521bc38abb08001b01866da9f51eb7c5d647a19260e00054a8c7fd5f9e57f7a9"
 dependencies = [
- "webpki-roots 1.0.8",
+ "webpki-roots 1.0.9",
 ]
 
 [[package]]
 name = "webpki-roots"
-version = "1.0.8"
+version = "1.0.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bf85cb06032201fa7c6f829d7db5a7e5aa45bcc0655327713065f6f0576731bf"
+checksum = "7dcd9d09a39985f5344844e66b0c530a33843579125f23e21e9f0f220850f22a"
 dependencies = [
  "rustls-pki-types",
 ]
@@ -3509,9 +3738,9 @@ dependencies = [
 
 [[package]]
 name = "winnow"
-version = "1.0.3"
+version = "1.0.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0592e1c9d151f854e6fd382574c3a0855250e1d9b2f99d9281c6e6391af352f1"
+checksum = "23b97319f7b8343df12cc98938e5c3eb436064524c8d2b4e30a1d3a36eecdf81"
 dependencies = [
  "memchr",
 ]
@@ -3524,15 +3753,15 @@ checksum = "1ebf944e87a7c253233ad6766e082e3cd714b5d03812acc24c318f549614536e"
 
 [[package]]
 name = "writeable"
-version = "0.6.3"
+version = "0.6.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1ffae5123b2d3fc086436f8834ae3ab053a283cfac8fe0a0b8eaae044768a4c4"
+checksum = "3ad82d2a33cdc9674dc7465672f271e096168fcdbe0f799d9e6db8c5892679dc"
 
 [[package]]
 name = "xml-rs"
-version = "0.8.28"
+version = "0.8.29"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3ae8337f8a065cfc972643663ea4279e04e7256de865aa66fe25cec5fb912d3f"
+checksum = "e450f9b2ed1dff33c94c12589a87338689467b9c4f5d8a5710bd09a847d2c8a7"
 
 [[package]]
 name = "xz2"
@@ -3562,28 +3791,28 @@ checksum = "de844c262c8848816172cef550288e7dc6c7b7814b4ee56b3e1553f275f1858e"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.119",
  "synstructure",
 ]
 
 [[package]]
 name = "zerocopy"
-version = "0.8.52"
+version = "0.8.56"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ce1022995ff5ff5d841ad7d994facc23098cd40152f2c1d11cd607c6f530653f"
+checksum = "556764e583adb45a9f8d413c2a147fa7e8d821e48e12b14fd560b607998b75eb"
 dependencies = [
  "zerocopy-derive",
 ]
 
 [[package]]
 name = "zerocopy-derive"
-version = "0.8.52"
+version = "0.8.56"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1ae7f38b72ec2a254e2b87ef277cf2cd4fb97cbebf944faa6f33354da0867930"
+checksum = "f2ab42fc20575779bd240faa45f94a74256f755c0fa9e89f0ede20d91d0cdfc1"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.119",
 ]
 
 [[package]]
@@ -3603,7 +3832,7 @@ checksum = "11532158c46691caf0f2593ea8358fed6bbf68a0315e80aae9bd41fbade684a1"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.119",
  "synstructure",
 ]
 
@@ -3624,14 +3853,14 @@ checksum = "3c50655cbb0fe3fc43170059e702f1ce5e19b84cec58dc87b037a09935c2f328"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.119",
 ]
 
 [[package]]
 name = "zerotrie"
-version = "0.2.4"
+version = "0.2.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0f9152d31db0792fa83f70fb2f83148effb5c1f5b8c7686c3459e361d9bc20bf"
+checksum = "4ea269c3bd32f0a32c321907a2ae912ba6f4649bb0fc764a15627e99a7095a3f"
 dependencies = [
  "displaydoc",
  "yoke",
@@ -3640,9 +3869,9 @@ dependencies = [
 
 [[package]]
 name = "zerovec"
-version = "0.11.6"
+version = "0.11.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "90f911cbc359ab6af17377d242225f4d75119aec87ea711a880987b18cd7b239"
+checksum = "94b5c6b5976d66c1d703c4fd17d3f5e43c8cedaacf604961b171adc7130896d8"
 dependencies = [
  "yoke",
  "zerofrom",
@@ -3651,13 +3880,13 @@ dependencies = [
 
 [[package]]
 name = "zerovec-derive"
-version = "0.11.3"
+version = "0.11.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "625dc425cab0dca6dc3c3319506e6593dcb08a9f387ea3b284dbd52a92c40555"
+checksum = "47402523226a02bfe5230160dc3ccc089aa6f6f19e7fcbb4e6f824bbb1b4aa62"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 3.0.3",
 ]
 
 [[package]]
@@ -3682,7 +3911,7 @@ dependencies = [
  "memchr",
  "pbkdf2",
  "sha1",
- "thiserror 2.0.18",
+ "thiserror 2.0.20",
  "time",
  "xz2",
  "zeroize",
@@ -3692,9 +3921,9 @@ dependencies = [
 
 [[package]]
 name = "zmij"
-version = "1.0.21"
+version = "1.0.23"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b8848ee67ecc8aedbaf3e4122217aff892639231befc6a1b58d29fff4c2cabaa"
+checksum = "29666d0abbfad1e3dc4dcf6144730dd3a3ab225bbbdac83319345b1b44ccfc1b"
 
 [[package]]
 name = "zopfli"
diff --git a/DESIGN.md b/DESIGN.md
index 5ffa28e..85d7e6b 100644
--- a/DESIGN.md
+++ b/DESIGN.md
@@ -80,7 +80,9 @@ Start from `breadbox/breadbox/src/main.rs`. **Reuse verbatim:** the gtk4-layer-s
 - nomic prefixes + mean-pool + normalize must match between index and query or recall collapses.
 - `ort` linking: prefer the crate's downloaded/bundled ONNX Runtime to avoid version skew with Arch's `onnxruntime`.
 - Office formats (docx/odt) are best-effort in v1; md/txt/org/pdf are the reliable path.
-- GPU EPs (ROCm/CUDA) fail to register silently at the ONNX Runtime level and fall back to CPU — always check
-  startup logs for `Successfully registered` before trusting a GPU build is actually accelerating. See
+- GPU EPs (ROCm/CUDA/OpenVINO) fail to register silently at the ONNX Runtime level and fall back to CPU — always
+  check startup logs for `Successfully registered` before trusting a GPU build is actually accelerating. See
   [README: GPU backend notes](README.md#gpu-backend-notes) for the MIGraphX-vs-ROCMExecutionProvider distinction
   and the per-shape JIT-compile-and-cache behavior that matters for interactive query latency.
+- CUDA and OpenVINO are compile-checked only — no NVIDIA or Intel GPU hardware in this dev environment (AMD-only)
+  to runtime-verify against, unlike ROCm which was confirmed end-to-end on real hardware.
diff --git a/EVENTS.md b/EVENTS.md
new file mode 100644
index 0000000..61f5030
--- /dev/null
+++ b/EVENTS.md
@@ -0,0 +1,62 @@
+# breadsearch — bread event integration
+
+breadsearch is a standalone document-search overlay: it works exactly the
+same with or without `breadd` running. When breadd *is* present, the
+`breadsearch` GTK overlay publishes events into the shared bread automation
+fabric. See the parent `bread` repo's `Documentation.md` — specifically its
+"Namespaces" and "Integrating a bread\* app" sections — for the general
+convention this follows.
+
+App id: **`search`**. Transport: `bread-utils`'s `bread_client` module
+(feature `bread-client`) — the overlay links it directly. Each `emit` is
+its own short-lived connection (`BreadClient::emit` is fire-and-forget,
+the same stance as `bread-emit`). Command verbs are only received while
+`breadsearch listen` is running — that process holds the
+`bread.command.search.**` subscription open. breadmill, the indexing
+daemon, does not talk to breadd.
+
+## Events published (`bread.search.*`)
+
+| Event | Data | When |
+|-------|------|------|
+| `bread.search.opened` | `{}` | The overlay window maps (the search panel is shown). |
+| `bread.search.opened_result` | `{ "path": "<hit path>" }` | The user opens a hit — Enter / click opens the file, Ctrl+Enter reveals its folder. `path` is the hit's document path, not the parent folder. |
+| `bread.search.open.done` | `{}` | `bread.command.search.open` was received and `breadsearch` was spawned. This is the command confirmation, not proof the overlay mapped — the spawned process is the same PID-file toggle as a keybind. |
+| `bread.search.open.failed` | `{ "error": "<message>" }` | `bread.command.search.open` was received but this binary could not be started. |
+
+## Commands honored (`bread.command.search.*`)
+
+These are only received while `breadsearch listen` is running. Publishing a
+command with no subscriber is a silent no-op — that is the documented
+bread convention, not a breadsearch bug.
+
+| Verb | Data | Effect |
+|------|------|--------|
+| `open` | none | Same as running `breadsearch` (PID-file toggle: show the overlay, or dismiss it if it is already up). Emits `bread.search.open.done` / `.failed`. |
+
+```lua
+bread.spawn(function()
+    bread.emit("bread.command.search.open")
+    bread.wait("bread.search.open.done", { timeout = 5000 })
+end)
+```
+
+### Not implemented: extra verbs
+
+There is no `query` / `close` / `reindex` command verb. breadmill already
+has its own query socket; inventing a bus query plane would be a new
+product surface. If/when that exists, add the corresponding
+`bread.command.search.*` verb at the same time, not stubbed as a no-op
+ahead of it.
+
+## Fail-safe behavior
+
+- If breadd isn't installed or isn't running, `emit` is a silent no-op
+  (`BreadClient::emit` never blocks or errors the caller) and the
+  command subscription simply never receives anything — breadsearch's
+  overlay and breadmill's indexing/query path are entirely unaffected.
+- If breadd restarts, the command subscription reconnects automatically
+  (`BreadClient::subscribe`'s background thread has its own backoff
+  loop); no restart of `breadsearch listen` is needed.
+- If `breadsearch listen` is not running, commands are a graceful no-op at
+  the bus (no subscriber). The overlay CLI still works.
diff --git a/README.md b/README.md
index 446787d..71663ce 100644
--- a/README.md
+++ b/README.md
@@ -2,6 +2,8 @@
 
 Semantic document search for Bread OS. Type a concept — not a keyword — and get ranked hits from your documents.
 
+This is **not** [breadbox](https://git.breadway.dev/Breadway/breadbox). breadsearch is document/meaning search over your files; breadbox is the app launcher (fuzzy `.desktop` launch). They are separate overlays with separate binaries, sockets, and keybinds — even though the search panel was originally forked from breadbox's launcher UI.
+
 Two binaries in one Cargo workspace:
 
 - **breadmill** — background daemon. Walks configured directories, extracts text, chunks and embeds documents with [nomic-embed-text-v1.5](https://huggingface.co/nomic-ai/nomic-embed-text-v1.5) (768-dim ONNX), stores vectors in an HNSW index (usearch) backed by SQLite metadata, and serves queries over a Unix socket. Watches for filesystem changes and re-indexes incrementally.
@@ -21,10 +23,11 @@ Optional features:
 
 | Feature | What it adds |
 |---------|-------------|
-| `npu`   | AMD XDNA NPU via VitisAI ONNX Runtime EP (requires Ryzen AI SDK) |
-| `rocm`  | AMD iGPU via the MIGraphX ONNX Runtime EP (ROCm-backed) |
-| `cuda`  | NVIDIA GPU via the CUDA ONNX Runtime EP |
-| `full`  | All three of the above in one binary |
+| `npu`      | AMD XDNA NPU via VitisAI ONNX Runtime EP (requires Ryzen AI SDK) |
+| `rocm`     | AMD iGPU via the MIGraphX ONNX Runtime EP (ROCm-backed) |
+| `cuda`     | NVIDIA GPU via the CUDA ONNX Runtime EP |
+| `openvino` | Intel iGPU/dGPU (Arc) via the OpenVINO ONNX Runtime EP |
+| `full`     | All four of the above in one binary |
 
 ```
 # NPU build
@@ -36,25 +39,29 @@ cargo build --release -p breadmill --features rocm
 # CUDA (NVIDIA GPU) build
 cargo build --release -p breadmill --features cuda
 
+# OpenVINO (Intel iGPU/dGPU) build
+cargo build --release -p breadmill --features openvino
+
 # All backends in one binary (what the release build ships)
 cargo build --release -p breadmill --features full
 ```
 
-`rocm`/`cuda`/`npu` all use `ort`'s `load-dynamic` mode: at runtime, breadmill
-dlopens whatever `libonnxruntime.so` the dynamic linker resolves (or
+`rocm`/`cuda`/`npu`/`openvino` all use `ort`'s `load-dynamic` mode: at runtime,
+breadmill dlopens whatever `libonnxruntime.so` the dynamic linker resolves (or
 `ORT_DYLIB_PATH` if set). GPU acceleration only works if that ONNX Runtime
 build actually has the matching execution provider compiled in — breadmill
 logs a clear `Successfully registered` / `not enabled in this build` line for
 this at startup (see [GPU backend notes](#gpu-backend-notes) below).
 
-Because all three are dlopen-based, `full` doesn't require the NPU/ROCm/CUDA
-toolkits to be installed at build time — only at run time, and only for
-whichever single backend you actually select via `--npu`/`--rocm`/`--cuda`
-or `backend` in config.toml. The **released binaries are built with
-`full`**: same binary works CPU-only out of the box, and picks up NPU/ROCm/CUDA
-acceleration on a machine that has the matching ONNX Runtime available,
-without needing a different download. An explicit `--npu`/`--rocm`/`--cuda`
-flag always overrides `backend` in config.toml, not the other way around.
+Because all four are dlopen-based, `full` doesn't require the NPU/ROCm/CUDA/
+OpenVINO toolkits to be installed at build time — only at run time, and only
+for whichever single backend you actually select via
+`--npu`/`--rocm`/`--cuda`/`--openvino` or `backend` in config.toml. The
+**released binaries are built with `full`**: same binary works CPU-only out
+of the box, and picks up NPU/ROCm/CUDA/OpenVINO acceleration on a machine
+that has the matching ONNX Runtime available, without needing a different
+download. An explicit `--npu`/`--rocm`/`--cuda`/`--openvino` flag always
+overrides `backend` in config.toml, not the other way around.
 
 ## Setup
 
@@ -117,6 +124,7 @@ breadmill status
 breadmill --npu
 breadmill --rocm
 breadmill --cuda
+breadmill --openvino
 ```
 
 ## Config
@@ -137,7 +145,7 @@ snippet_len  = 200         # max characters in result snippet
 [model]
 name         = "nomic-embed-text-v1.5"
 dim          = 768
-backend      = "cpu"       # "cpu", "npu", "rocm", or "cuda"
+backend      = "cpu"       # "cpu", "npu", "rocm", "cuda", or "openvino"
 ```
 
 `roots` and `excludes` support `~/` expansion. The index respects `.gitignore` files found during the walk.
@@ -154,10 +162,11 @@ Set `backend = "npu"` in config (or pass `--npu`) when running a build compiled
 
 ### GPU backend notes
 
-Both `rocm` and `cuda` need a system ONNX Runtime that was actually built with
-the matching execution provider — the crate's own downloaded binary is CPU-only.
-Point `ORT_DYLIB_PATH` at one, or install a distro package that provides
-`libonnxruntime.so` with the EP baked in and let the dynamic linker find it.
+`rocm`, `cuda`, and `openvino` all need a system ONNX Runtime that was
+actually built with the matching execution provider — the crate's own
+downloaded binary is CPU-only. Point `ORT_DYLIB_PATH` at one, or install a
+distro package that provides `libonnxruntime.so` with the EP baked in and
+let the dynamic linker find it.
 
 **ROCm (`--rocm` / `backend = "rocm"`)** targets ONNX Runtime's **MIGraphX**
 execution provider, not the classic `ROCMExecutionProvider`. Distro
@@ -183,6 +192,18 @@ noticeable for interactive query embedding.
 CUDA/cuDNN install. Unverified on real NVIDIA hardware in this repo — only
 compile-checked, since development happened on an AMD-only machine.
 
+**OpenVINO (`--openvino` / `backend = "openvino"`)** targets
+`OpenVINOExecutionProvider` with `device_type = "GPU"`, covering both Intel
+iGPUs and Arc dGPUs through the same EP (OpenVINO abstracts Intel's whole
+hardware line — CPU/GPU/NPU — behind one provider and a device-type string).
+Needs an OpenVINO-enabled ONNX Runtime and the OpenVINO runtime itself
+installed. Its options go through a generic key/value FFI interface rather
+than a fixed C struct (unlike MIGraphX's `OrtMIGraphXProviderOptions`), so it
+should be less exposed to the kind of ABI-version-skew crash MIGraphX hit —
+but that's inference from reading the EP's design, not something verified
+against real Intel GPU hardware. Also unverified on real hardware in this
+repo — only compile-checked, for the same reason as CUDA.
+
 ## Runtime paths
 
 | Purpose | Path |
diff --git a/breadmill/Cargo.toml b/breadmill/Cargo.toml
index 5e3822b..c57023e 100644
--- a/breadmill/Cargo.toml
+++ b/breadmill/Cargo.toml
@@ -1,6 +1,6 @@
 [package]
 name = "breadmill"
-version = "0.2.1"
+version = "0.3.3"
 edition = "2021"
 license = "MIT"
 
@@ -14,13 +14,17 @@ npu = ["ort/vitis", "ort/load-dynamic"]
 # libonnxruntime_providers_rocm.so, which most distros don't package.
 rocm = ["ort/migraphx", "ort/load-dynamic"]
 cuda = ["ort/cuda", "ort/load-dynamic"]
+# Intel iGPU/dGPU (Arc) + CPU via OpenVINO. One EP covers Intel's whole
+# hardware line by device_type string ("CPU"/"GPU"/"GPU.0"/"NPU"/"HETERO:...");
+# we always request "GPU" since CPU is already covered by the cpu backend.
+openvino = ["ort/openvino", "ort/load-dynamic"]
 # All backends in one binary. Safe to combine: every backend here uses
 # ort's load-dynamic (dlopen) mode, so none of this links against an actual
-# NPU/ROCm/CUDA toolkit at build time — which ONNX Runtime actually gets
-# loaded (and thus which EPs are really available) is decided at runtime by
-# ORT_DYLIB_PATH / the dynamic linker, per the --npu/--rocm/--cuda flag or
-# `backend` config value in use for that run.
-full = ["npu", "rocm", "cuda"]
+# NPU/ROCm/CUDA/OpenVINO toolkit at build time — which ONNX Runtime actually
+# gets loaded (and thus which EPs are really available) is decided at
+# runtime by ORT_DYLIB_PATH / the dynamic linker, per the --npu/--rocm/
+# --cuda/--openvino flag or `backend` config value in use for that run.
+full = ["npu", "rocm", "cuda", "openvino"]
 
 [[bin]]
 name = "breadmill"
@@ -38,6 +42,7 @@ breadsearch-shared = { path = "../breadsearch-shared" }
 #   needed for the plain CPU path even in the npu build.
 ort = { version = "2.0.0-rc.12", default-features = false, features = ["std", "tracing", "download-binaries", "tls-native", "copy-dylibs", "api-23"] }
 tokenizers = "0"
+bread-onnx = { git = "https://git.breadway.dev/Breadway/bread-ecosystem", tag = "v0.7.2" }
 
 # Surfaces ort's own EP-registration tracing (e.g. a GPU EP silently failing to
 # register and falling back to CPU) as visible log output instead of nowhere.
diff --git a/breadmill/src/chunk.rs b/breadmill/src/chunk.rs
index dcddca8..7468f89 100644
--- a/breadmill/src/chunk.rs
+++ b/breadmill/src/chunk.rs
@@ -81,10 +81,9 @@ fn split_by_chars(chunk: Chunk, max_chars: usize) -> Vec<Chunk> {
     let text = &chunk.text;
     let mut result = Vec::new();
     let mut seg_start = 0usize;
-    let mut count = 0usize;
 
-    for (byte_idx, _) in text.char_indices() {
-        if count > 0 && count % max_chars == 0 {
+    for (count, (byte_idx, _)) in text.char_indices().enumerate() {
+        if count > 0 && count.is_multiple_of(max_chars) {
             result.push(Chunk {
                 text: text[seg_start..byte_idx].to_string(),
                 start: chunk.start + seg_start,
@@ -92,7 +91,6 @@ fn split_by_chars(chunk: Chunk, max_chars: usize) -> Vec<Chunk> {
             });
             seg_start = byte_idx;
         }
-        count += 1;
     }
     if seg_start < text.len() {
         result.push(Chunk {
diff --git a/breadmill/src/embed.rs b/breadmill/src/embed.rs
index 9700d6c..d507951 100644
--- a/breadmill/src/embed.rs
+++ b/breadmill/src/embed.rs
@@ -1,10 +1,7 @@
 use std::path::{Path, PathBuf};
 
-use ort::{
-    session::{Session, builder::{GraphOptimizationLevel, SessionBuilder}},
-    value::Tensor,
-};
-use tokenizers::Tokenizer;
+use bread_onnx::embedding::EmbeddingSession;
+use bread_onnx::Provider;
 
 const DOCUMENT_PREFIX: &str = "search_document: ";
 const QUERY_PREFIX: &str = "search_query: ";
@@ -27,26 +24,23 @@ pub enum Backend {
     Rocm,
     /// NVIDIA GPU via the CUDA ONNX Runtime execution provider.
     Cuda,
+    /// Intel iGPU/dGPU (Arc) via the OpenVINO ONNX Runtime execution
+    /// provider, requesting device_type "GPU". `cache_dir` stores OpenVINO's
+    /// compiled-model blobs between runs (its own `with_cache_dir`, not an
+    /// env var — unlike MIGraphX this doesn't need a workaround).
+    OpenVino { cache_dir: PathBuf },
 }
 
 pub struct OrtEmbedder {
-    session: Session,
-    tokenizer: Tokenizer,
-    dim: usize,
+    inner: EmbeddingSession,
 }
 
 impl OrtEmbedder {
     pub fn load(model_path: &Path, tokenizer_path: &Path, dim: usize, backend: Backend) -> Result<Self, String> {
-        let builder = Session::builder()
-            .map_err(|e| e.to_string())?
-            .with_optimization_level(GraphOptimizationLevel::All)
+        let provider = to_provider(backend)?;
+        let inner = EmbeddingSession::load(model_path, tokenizer_path, dim, MAX_SEQ_LEN, &[provider])
             .map_err(|e| e.to_string())?;
-
-        let mut builder = configure_eps(builder, &backend)?;
-        let session = builder.commit_from_file(model_path).map_err(|e| e.to_string())?;
-        let tokenizer = Tokenizer::from_file(tokenizer_path).map_err(|e| e.to_string())?;
-
-        Ok(Self { session, tokenizer, dim })
+        Ok(Self { inner })
     }
 
     pub fn embed_document(&mut self, text: &str) -> Result<Vec<f32>, String> {
@@ -59,198 +53,71 @@ impl OrtEmbedder {
 
     fn embed_with_prefix(&mut self, text: &str, prefix: &str) -> Result<Vec<f32>, String> {
         let input = format!("{}{}", prefix, text);
-
-        let encoding = self
-            .tokenizer
-            .encode(input, true)
-            .map_err(|e| e.to_string())?;
-
-        let mut ids: Vec<i64> = encoding.get_ids().iter().map(|&x| x as i64).collect();
-        let mut mask: Vec<i64> = encoding
-            .get_attention_mask()
-            .iter()
-            .map(|&x| x as i64)
-            .collect();
-        let mut type_ids: Vec<i64> = encoding
-            .get_type_ids()
-            .iter()
-            .map(|&x| x as i64)
-            .collect();
-
-        if ids.len() > MAX_SEQ_LEN {
-            eprintln!(
-                "breadmill: truncating {} tokens to {} (chunk too large)",
-                ids.len(),
-                MAX_SEQ_LEN
-            );
-            ids.truncate(MAX_SEQ_LEN);
-            mask.truncate(MAX_SEQ_LEN);
-            type_ids.truncate(MAX_SEQ_LEN);
-        }
-
-        let seq_len = ids.len() as i64;
-
-        let id_tensor =
-            Tensor::<i64>::from_array((vec![1i64, seq_len], ids.clone())).map_err(|e| e.to_string())?;
-        let mask_tensor =
-            Tensor::<i64>::from_array((vec![1i64, seq_len], mask.clone())).map_err(|e| e.to_string())?;
-        let type_tensor =
-            Tensor::<i64>::from_array((vec![1i64, seq_len], type_ids)).map_err(|e| e.to_string())?;
-
-        let outputs = self
-            .session
-            .run(ort::inputs! {
-                "input_ids" => id_tensor,
-                "attention_mask" => mask_tensor,
-                "token_type_ids" => type_tensor,
-            })
-            .map_err(|e| e.to_string())?;
-
-        // last_hidden_state: shape [1, seq_len, dim]
-        let (shape, data) = outputs["last_hidden_state"]
-            .try_extract_tensor::<f32>()
-            .map_err(|e| e.to_string())?;
-
-        let actual_seq = shape[1] as usize;
-        let actual_dim = shape[2] as usize;
-
-        // Mean-pool over non-padding positions. Some execution providers (e.g.
-        // MIGraphX) pad the output sequence dimension for kernel efficiency, so
-        // actual_seq can exceed mask.len() — only positions covered by our own
-        // attention mask are meaningful, so cap the loop at whichever is shorter.
-        let mut result = vec![0.0f32; actual_dim];
-        let mut count = 0usize;
-
-        for t in 0..actual_seq.min(mask.len()) {
-            if mask[t] > 0 {
-                for d in 0..actual_dim {
-                    result[d] += data[t * actual_dim + d];
-                }
-                count += 1;
-            }
-        }
-
-        if count > 0 {
-            for x in &mut result {
-                *x /= count as f32;
-            }
-        }
-
-        l2_normalize(&mut result);
-
-        // Clamp/pad to configured dim
-        result.truncate(self.dim);
-        while result.len() < self.dim {
-            result.push(0.0);
-        }
-
-        Ok(result)
+        self.inner.embed(&input).map_err(|e| e.to_string())
     }
 }
 
-fn l2_normalize(v: &mut Vec<f32>) {
-    let norm: f32 = v.iter().map(|x| x * x).sum::<f32>().sqrt();
-    if norm > 1e-10 {
-        for x in v.iter_mut() {
-            *x /= norm;
-        }
-    }
-}
+// ---- Backend -> bread_onnx::Provider ----------------------------------------
+//
+// `bread_onnx::session::build_session` (via `EmbeddingSession::load`) is the
+// shared session-builder + EP-fallback + loud-logging code every EP branch
+// below used to hand-roll separately (`configure_eps`/`npu_session`/
+// `rocm_session`/`cuda_session`/`openvino_session`). What's genuinely
+// specific to this crate — its cargo feature gates (npu/rocm/cuda/openvino),
+// and NPU's `vaip_config.json` discovery — stays here.
 
-// ---- Execution provider selection -------------------------------------------
-
-fn configure_eps(builder: SessionBuilder, backend: &Backend) -> Result<SessionBuilder, String> {
+fn to_provider(backend: Backend) -> Result<Provider, String> {
     match backend {
-        Backend::Cpu => Ok(builder),
-        Backend::Npu { cache_dir } => npu_session(builder, cache_dir),
-        Backend::Rocm => rocm_session(builder),
-        Backend::Cuda => cuda_session(builder),
+        Backend::Cpu => Ok(Provider::Cpu),
+        Backend::Npu { cache_dir } => npu_provider(cache_dir),
+        Backend::Rocm => rocm_provider(),
+        Backend::Cuda => cuda_provider(),
+        Backend::OpenVino { cache_dir } => Ok(Provider::OpenVino { device_type: "GPU".to_string(), cache_dir }),
     }
 }
 
 #[cfg(feature = "npu")]
-fn npu_session(builder: SessionBuilder, cache_dir: &Path) -> Result<SessionBuilder, String> {
-    let vitis_ep = build_vitis_ep(cache_dir)?;
-    eprintln!("breadmill: using NPU (VitisAI) execution provider");
+fn npu_provider(cache_dir: PathBuf) -> Result<Provider, String> {
+    let vaip_config = find_vaip_config()?;
     if std::env::var("ORT_DYLIB_PATH").is_err() {
         eprintln!(
             "breadmill: hint — set ORT_DYLIB_PATH to the Ryzen AI SDK ORT, e.g.:\n  \
              ORT_DYLIB_PATH=~/.local/share/ryzen-ai-1.7.1/lib/libonnxruntime.so"
         );
     }
-    builder
-        .with_execution_providers([vitis_ep, ort::ep::CPU::default().build()])
-        .map_err(|e| e.to_string())
+    Ok(Provider::Vitis {
+        config_file: vaip_config,
+        cache_dir: cache_dir.join("npu"),
+        cache_key: "nomic-embed-text-v1.5".to_string(),
+    })
 }
 
 #[cfg(not(feature = "npu"))]
-fn npu_session(builder: SessionBuilder, _cache_dir: &Path) -> Result<SessionBuilder, String> {
+fn npu_provider(_cache_dir: PathBuf) -> Result<Provider, String> {
     eprintln!("breadmill: NPU backend requested but not compiled in (rebuild with --features npu); using CPU");
-    Ok(builder)
+    Ok(Provider::Cpu)
 }
 
-// ---- VitisAI EP (NPU) -------------------------------------------------------
-
-#[cfg(feature = "npu")]
-fn build_vitis_ep(cache_dir: &Path) -> Result<ort::ep::ExecutionProviderDispatch, String> {
-    let vaip_config = find_vaip_config()?;
-    let npu_cache = cache_dir.join("npu");
-    std::fs::create_dir_all(&npu_cache).map_err(|e| e.to_string())?;
-    eprintln!("breadmill: vaip_config: {}", vaip_config.display());
-    eprintln!("breadmill: NPU model cache: {}", npu_cache.display());
-    Ok(ort::ep::Vitis::default()
-        .with_config_file(vaip_config.to_string_lossy())
-        .with_cache_dir(npu_cache.to_string_lossy())
-        .with_cache_key("nomic-embed-text-v1.5")
-        .build())
-}
-
-// ---- MIGraphX EP (AMD iGPU, ROCm-backed) -------------------------------------
-
 #[cfg(feature = "rocm")]
-fn rocm_session(builder: SessionBuilder) -> Result<SessionBuilder, String> {
-    eprintln!("breadmill: using MIGraphX execution provider (device 0)");
-    eprintln!(
-        "breadmill: note — check the log line above/below for \"Successfully registered \
-         `MIGraphXExecutionProvider`\"; if it's missing, the ONNX Runtime in use wasn't built \
-         with MIGraphX support and inference silently fell back to CPU"
-    );
-    builder
-        .with_execution_providers([
-            ort::ep::MIGraphX::default().with_device_id(0).build(),
-            ort::ep::CPU::default().build(),
-        ])
-        .map_err(|e| e.to_string())
+fn rocm_provider() -> Result<Provider, String> {
+    Ok(Provider::MiGraphX { device_id: 0 })
 }
 
 #[cfg(not(feature = "rocm"))]
-fn rocm_session(builder: SessionBuilder) -> Result<SessionBuilder, String> {
+fn rocm_provider() -> Result<Provider, String> {
     eprintln!("breadmill: ROCm backend requested but not compiled in (rebuild with --features rocm); using CPU");
-    Ok(builder)
+    Ok(Provider::Cpu)
 }
 
-// ---- CUDA EP (NVIDIA GPU) ----------------------------------------------------
-
 #[cfg(feature = "cuda")]
-fn cuda_session(builder: SessionBuilder) -> Result<SessionBuilder, String> {
-    eprintln!("breadmill: using CUDA execution provider (device 0)");
-    eprintln!(
-        "breadmill: note — check the log line above/below for \"Successfully registered \
-         `CUDAExecutionProvider`\"; if it's missing, the ONNX Runtime in use wasn't built \
-         with CUDA support and inference silently fell back to CPU"
-    );
-    builder
-        .with_execution_providers([
-            ort::ep::CUDA::default().with_device_id(0).build(),
-            ort::ep::CPU::default().build(),
-        ])
-        .map_err(|e| e.to_string())
+fn cuda_provider() -> Result<Provider, String> {
+    Ok(Provider::Cuda { device_id: 0 })
 }
 
 #[cfg(not(feature = "cuda"))]
-fn cuda_session(builder: SessionBuilder) -> Result<SessionBuilder, String> {
+fn cuda_provider() -> Result<Provider, String> {
     eprintln!("breadmill: CUDA backend requested but not compiled in (rebuild with --features cuda); using CPU");
-    Ok(builder)
+    Ok(Provider::Cpu)
 }
 
 /// Locate the VitisAI EP config file required by the AMD Ryzen AI SDK.
diff --git a/breadmill/src/indexer.rs b/breadmill/src/indexer.rs
index 3ad20b5..67c7694 100644
--- a/breadmill/src/indexer.rs
+++ b/breadmill/src/indexer.rs
@@ -10,7 +10,7 @@ use ignore::WalkBuilder;
 use notify::{RecommendedWatcher, RecursiveMode, Watcher, EventKind};
 use sha2::{Digest, Sha256};
 
-use crate::{embed::OrtEmbedder, extract, chunk, power, store::Store};
+use crate::{embed::OrtEmbedder, extract, chunk, power, store::Store, sync_ext::MutexExt};
 
 pub struct SharedState {
     pub store: Mutex<Store>,
@@ -64,7 +64,7 @@ impl Indexer {
     pub fn full_reindex(&self) {
         eprintln!("breadmill: full reindex triggered");
         {
-            let mut store = self.state.store.lock().unwrap();
+            let store = self.state.store.lock_recover();
             // Clear all state
             let _ = store.conn.execute_batch("DELETE FROM chunks; DELETE FROM files;");
             let _ = store.index.reserve(4096);
@@ -87,7 +87,7 @@ impl Indexer {
 
         // Snapshot existing indexed files
         let known: HashMap<String, (i64, String)> = {
-            let store = self.state.store.lock().unwrap();
+            let store = self.state.store.lock_recover();
             store.all_files()
                 .unwrap_or_default()
                 .into_iter()
@@ -155,7 +155,7 @@ impl Indexer {
             .collect();
 
         if !to_delete.is_empty() {
-            let mut store = self.state.store.lock().unwrap();
+            let mut store = self.state.store.lock_recover();
             for path in to_delete {
                 eprintln!("breadmill: removing deleted file: {}", path);
                 let _ = store.delete_file(&path);
@@ -163,7 +163,7 @@ impl Indexer {
         }
 
         let count = {
-            let store = self.state.store.lock().unwrap();
+            let store = self.state.store.lock_recover();
             let n = store.chunk_count();
             let _ = store.save_index(&self.state_dir);
             n
@@ -238,7 +238,7 @@ impl Indexer {
                     self.handle_fs_event(&path);
                 }
                 let count = {
-                    let store = self.state.store.lock().unwrap();
+                    let store = self.state.store.lock_recover();
                     let n = store.chunk_count();
                     let _ = store.save_index(&self.state_dir);
                     n
@@ -261,7 +261,7 @@ impl Indexer {
         if !path.is_file() {
             let path_str = path.to_string_lossy().into_owned();
             // File deleted — remove from index
-            let mut store = self.state.store.lock().unwrap();
+            let mut store = self.state.store.lock_recover();
             let _ = store.delete_file(&path_str);
             return;
         }
@@ -309,7 +309,7 @@ impl Indexer {
 
         // Check if hash changed (catches content changes without mtime change)
         {
-            let store = self.state.store.lock().unwrap();
+            let store = self.state.store.lock_recover();
             if let Ok(files) = store.all_files() {
                 if files.iter().any(|f| f.path == path_str && f.hash == hash) {
                     return;
@@ -322,20 +322,22 @@ impl Indexer {
         // for natural-language files.
         let chunks = chunk::chunk_text(&text, 400, 80, 2_000);
         eprintln!("breadmill: embedding {} ({} chars, {} chunks)", path_str, text.len(), chunks.len());
-        let mut embedder_guard = self.state.embedder.lock().unwrap();
 
         if !self.state.model_ready.load(Ordering::Relaxed) {
             eprintln!("breadmill: model not ready, skipping embed for {}", path_str);
             return;
         }
 
-        let embedder = match embedder_guard.as_mut() {
-            Some(e) => e,
-            None => return,
-        };
+        // Confirm the embedder is actually present before committing to
+        // clearing this file's old chunks below — same check as before,
+        // just without holding the embedder lock past this one glance (see
+        // the per-chunk locking in the loop for why).
+        if self.state.embedder.lock_recover().is_none() {
+            return;
+        }
 
         {
-            let mut store = self.state.store.lock().unwrap();
+            let mut store = self.state.store.lock_recover();
             let _ = store.delete_file(path_str); // remove old chunks/vectors first
         }
 
@@ -344,9 +346,18 @@ impl Indexer {
 
         for (i, chunk) in chunks.iter().enumerate() {
             eprintln!("breadmill: embed chunk {}/{} ({} chars) for {}", i + 1, chunks.len(), chunk.text.len(), path_str);
-            match embedder.embed_document(&chunk.text) {
+            // Lock the embedder only around this single chunk's embed call —
+            // this used to be held for the whole file's chunk loop, so one
+            // large file needing a fresh MIGraphX JIT compile (60-120s for a
+            // new sequence length) could block every query (serve.rs locks
+            // this same mutex) for the entire file, not just one chunk.
+            let embed_result = match self.state.embedder.lock_recover().as_mut() {
+                Some(embedder) => embedder.embed_document(&chunk.text),
+                None => break, // model was unloaded mid-scan; stop here
+            };
+            match embed_result {
                 Ok(embedding) => {
-                    let mut store = self.state.store.lock().unwrap();
+                    let mut store = self.state.store.lock_recover();
                     // Ensure file row exists before inserting chunks (FK constraint)
                     let _ = store.upsert_file(path_str, mtime, &hash);
                     let _ = store.insert_chunk(
@@ -367,7 +378,7 @@ impl Indexer {
             eprintln!("breadmill: no chunks embedded for {}", path_str);
             // Record the file so the mtime+hash check skips it on the next startup
             // rather than re-entering the same embed-fail loop.
-            let store = self.state.store.lock().unwrap();
+            let store = self.state.store.lock_recover();
             let _ = store.upsert_file(path_str, mtime, &hash);
         } else {
             // Increment live so `status` reflects progress before the full scan ends.
@@ -405,9 +416,9 @@ fn sha256_str(bytes: &[u8]) -> String {
 }
 
 pub fn expand_home(path: &str) -> PathBuf {
-    if path.starts_with("~/") {
+    if let Some(rest) = path.strip_prefix("~/") {
         let home = std::env::var("HOME").unwrap_or_else(|_| "/tmp".into());
-        PathBuf::from(home).join(&path[2..])
+        PathBuf::from(home).join(rest)
     } else {
         PathBuf::from(path)
     }
diff --git a/breadmill/src/main.rs b/breadmill/src/main.rs
index 8d2e9bd..0b79eef 100644
--- a/breadmill/src/main.rs
+++ b/breadmill/src/main.rs
@@ -1,5 +1,4 @@
 use std::{
-    io::Read,
     path::{Path, PathBuf},
     sync::{Arc, atomic::Ordering},
 };
@@ -13,10 +12,12 @@ mod indexer;
 mod power;
 mod serve;
 mod store;
+mod sync_ext;
 
 use embed::{Backend, OrtEmbedder};
 use indexer::{Indexer, SharedState};
 use store::Store;
+use sync_ext::MutexExt;
 
 const MODEL_URL: &str =
     "https://huggingface.co/nomic-ai/nomic-embed-text-v1.5/resolve/main/onnx/model.onnx";
@@ -39,12 +40,14 @@ fn main() {
     let use_npu = raw_args.iter().any(|a| a == "--npu");
     let use_rocm = raw_args.iter().any(|a| a == "--rocm");
     let use_cuda = raw_args.iter().any(|a| a == "--cuda");
+    let use_openvino = raw_args.iter().any(|a| a == "--openvino");
 
     // Build a view of argv without backend flags for command matching.
+    let backend_flags = ["--npu", "--rocm", "--cuda", "--openvino"];
     let args: Vec<&str> = raw_args
         .iter()
         .skip(1)
-        .filter(|a| a.as_str() != "--npu" && a.as_str() != "--rocm" && a.as_str() != "--cuda")
+        .filter(|a| !backend_flags.contains(&a.as_str()))
         .map(|s| s.as_str())
         .collect();
 
@@ -59,7 +62,7 @@ fn main() {
             }
         }
         Some("--reindex") | Some("reindex") => {
-            if let Err(e) = run_daemon(true, use_npu, use_rocm, use_cuda) {
+            if let Err(e) = run_daemon(true, use_npu, use_rocm, use_cuda, use_openvino) {
                 eprintln!("breadmill: {}", e);
                 std::process::exit(1);
             }
@@ -76,7 +79,7 @@ fn main() {
             cli_status();
         }
         None | Some("serve") | Some("--serve") => {
-            if let Err(e) = run_daemon(false, use_npu, use_rocm, use_cuda) {
+            if let Err(e) = run_daemon(false, use_npu, use_rocm, use_cuda, use_openvino) {
                 eprintln!("breadmill: {}", e);
                 std::process::exit(1);
             }
@@ -84,7 +87,7 @@ fn main() {
         Some(cmd) => {
             eprintln!("breadmill: unknown command: {}", cmd);
             eprintln!(
-                "usage: breadmill [serve|reindex|fetch-model|query <text>|status] [--npu|--rocm|--cuda] [--version]"
+                "usage: breadmill [serve|reindex|fetch-model|query <text>|status] [--npu|--rocm|--cuda|--openvino] [--version]"
             );
             std::process::exit(1);
         }
@@ -93,7 +96,13 @@ fn main() {
 
 // ---- Daemon -----------------------------------------------------------------
 
-fn run_daemon(force_reindex: bool, use_npu: bool, use_rocm: bool, use_cuda: bool) -> Result<(), String> {
+fn run_daemon(
+    force_reindex: bool,
+    use_npu: bool,
+    use_rocm: bool,
+    use_cuda: bool,
+    use_openvino: bool,
+) -> Result<(), String> {
     let config = breadsearch_shared::Config::load();
     let state_dir = breadsearch_shared::state_dir();
     let cache_dir = breadsearch_shared::cache_dir();
@@ -115,6 +124,8 @@ fn run_daemon(force_reindex: bool, use_npu: bool, use_rocm: bool, use_cuda: bool
         "rocm"
     } else if use_cuda {
         "cuda"
+    } else if use_openvino {
+        "openvino"
     } else {
         config.model.backend.as_str()
     };
@@ -132,27 +143,41 @@ fn run_daemon(force_reindex: bool, use_npu: bool, use_rocm: bool, use_cuda: bool
             eprintln!("breadmill: CUDA backend selected");
             Backend::Cuda
         }
+        "openvino" => {
+            eprintln!("breadmill: OpenVINO backend selected");
+            Backend::OpenVino { cache_dir: cache_dir.clone() }
+        }
         _ => Backend::Cpu,
     };
 
     let store = Store::open(&state_dir, dim)?;
     let state = Arc::new(SharedState::new(store));
 
-    // Load embedder if model files present
+    // Load the embedder on a background thread — an OpenVINO/CUDA/etc EP
+    // compile can take minutes or hang outright, and doing this inline used
+    // to block the socket bind below until it finished. That turned "model
+    // still loading" into an indistinguishable "connection refused" for
+    // every client, including the GUI, for as long as the load took. The
+    // socket now opens immediately; serve.rs already answers "model not
+    // ready" (via `model_ready`) for any request that arrives before the
+    // background load finishes.
     let model_dir = model_dir(&cache_dir);
     let model_path = model_dir.join("model.onnx");
     let tokenizer_path = model_dir.join("tokenizer.json");
 
     if model_path.exists() && tokenizer_path.exists() {
-        eprintln!("breadmill: loading model...");
-        match OrtEmbedder::load(&model_path, &tokenizer_path, dim, backend) {
-            Ok(embedder) => {
-                *state.embedder.lock().unwrap() = Some(embedder);
-                state.model_ready.store(true, Ordering::Relaxed);
-                eprintln!("breadmill: model loaded");
+        let state_clone = Arc::clone(&state);
+        std::thread::spawn(move || {
+            eprintln!("breadmill: loading model...");
+            match OrtEmbedder::load(&model_path, &tokenizer_path, dim, backend) {
+                Ok(embedder) => {
+                    *state_clone.embedder.lock_recover() = Some(embedder);
+                    state_clone.model_ready.store(true, Ordering::Relaxed);
+                    eprintln!("breadmill: model loaded");
+                }
+                Err(e) => eprintln!("breadmill: model load failed: {} — run --fetch-model", e),
             }
-            Err(e) => eprintln!("breadmill: model load failed: {} — run --fetch-model", e),
-        }
+        });
     } else {
         eprintln!(
             "breadmill: model files not found in {} — run: breadmill --fetch-model",
@@ -200,29 +225,10 @@ fn download_if_missing(url: &str, dest: &Path) -> Result<(), String> {
         eprintln!("  already present: {}", dest.display());
         return Ok(());
     }
-
-    eprintln!("  downloading {} ...", url);
-    let agent = ureq::AgentBuilder::new()
-        .timeout(std::time::Duration::from_secs(300))
-        .build();
-
-    let response = agent.get(url).call().map_err(|e| e.to_string())?;
-    let mut bytes = Vec::new();
-    response
-        .into_reader()
-        .read_to_end(&mut bytes)
-        .map_err(|e| e.to_string())?;
-
-    if bytes.is_empty() {
-        return Err(format!("empty download from {}", url));
-    }
-
-    // Write atomically via temp file
-    let tmp = dest.with_extension("tmp");
-    std::fs::write(&tmp, &bytes).map_err(|e| e.to_string())?;
-    std::fs::rename(&tmp, dest).map_err(|e| e.to_string())?;
-
-    eprintln!("  saved {} ({:.1} MB)", dest.display(), bytes.len() as f64 / 1_048_576.0);
+    // Shared with breadarrd's own (previously reqwest/async, now also this
+    // same sync/ureq implementation) model downloader — see
+    // bread_onnx::download's doc comment.
+    bread_onnx::download::ensure_file(url, dest, None).map_err(|e| e.to_string())?;
     Ok(())
 }
 
diff --git a/breadmill/src/serve.rs b/breadmill/src/serve.rs
index cd67e67..a147235 100644
--- a/breadmill/src/serve.rs
+++ b/breadmill/src/serve.rs
@@ -8,6 +8,7 @@ use std::{
 use breadsearch_shared::{Request, Response, StatusInfo};
 
 use crate::indexer::SharedState;
+use crate::sync_ext::MutexExt;
 
 pub fn run(socket_path: &Path, state: Arc<SharedState>, snippet_len: usize, search_limit: usize) {
     let _ = std::fs::remove_file(socket_path);
@@ -86,7 +87,7 @@ fn dispatch(
             }
 
             let embedding = {
-                let mut embedder = state.embedder.lock().unwrap();
+                let mut embedder = state.embedder.lock_recover();
                 match embedder.as_mut() {
                     Some(e) => match e.embed_query(&query) {
                         Ok(v) => v,
@@ -101,7 +102,7 @@ fn dispatch(
             };
 
             let limit = limit.min(search_limit).max(1);
-            let store = state.store.lock().unwrap();
+            let store = state.store.lock_recover();
 
             match store.search(&embedding, limit, snippet_len) {
                 Ok(hits) => Response::Hits { hits },
diff --git a/breadmill/src/store.rs b/breadmill/src/store.rs
index 077736d..106e4c5 100644
--- a/breadmill/src/store.rs
+++ b/breadmill/src/store.rs
@@ -6,7 +6,6 @@ use usearch::{Index, IndexOptions, MetricKind, ScalarKind, new_index};
 pub struct Store {
     pub conn: Connection,
     pub index: Index,
-    pub dim: usize,
 }
 
 // usearch::Index wraps a raw C++ pointer; access is serialized by the Mutex<Store>.
@@ -57,14 +56,37 @@ impl Store {
         let index = new_index(&options).map_err(|e| e.to_string())?;
 
         if idx_path.exists() {
-            index
-                .load(idx_path.to_str().unwrap())
-                .map_err(|e| e.to_string())?;
+            // NOTE: this only catches corruption that usearch's loader
+            // itself detects and reports as an `Err` (e.g. a recognizable
+            // but wrong/incompatible header). Verified experimentally: a
+            // file that doesn't even look like a usearch index at all (pure
+            // garbage bytes) crashes the *process* with a SIGSEGV inside the
+            // native loader rather than returning an `Err` — no amount of
+            // Rust-side `Result`/`catch_unwind` handling can intercept that,
+            // it's a native-code robustness gap in the usearch library
+            // itself. This recovery path is still worth having (it's the
+            // difference between "won't start" and "rebuilds and starts"
+            // for the errors it *does* catch), but it is not a complete
+            // guarantee against every possible corrupt file. The atomic
+            // save below is the real fix for the common case this was
+            // written for (a crash mid-save) — it now can't produce a
+            // half-written `vectors.usearch` in the first place.
+            if let Err(e) = index.load(idx_path.to_str().unwrap()) {
+                eprintln!(
+                    "breadmill: WARNING: {} failed to load ({}) — treating it as corrupt, \
+                     discarding it, and rebuilding the index from scratch on the next scan",
+                    idx_path.display(),
+                    e
+                );
+                conn.execute_batch("DELETE FROM chunks; DELETE FROM files;")
+                    .map_err(|e| e.to_string())?;
+                index.reserve(4096).map_err(|e| e.to_string())?;
+            }
         } else {
             index.reserve(4096).map_err(|e| e.to_string())?;
         }
 
-        Ok(Self { conn, index, dim })
+        Ok(Self { conn, index })
     }
 
     // ---- file state ---------------------------------------------------------
@@ -218,11 +240,18 @@ impl Store {
 
     // ---- persistence --------------------------------------------------------
 
+    /// Saves to a `.tmp` sibling and renames it into place — a same-
+    /// filesystem rename is atomic, so a crash mid-save leaves only an
+    /// orphaned `.tmp` file rather than a truncated/corrupt
+    /// `vectors.usearch` that would otherwise fail to load on next start
+    /// (see the recovery path in `open`).
     pub fn save_index(&self, state_dir: &Path) -> Result<(), String> {
         let idx_path = state_dir.join("vectors.usearch");
+        let tmp_path = state_dir.join("vectors.usearch.tmp");
         self.index
-            .save(idx_path.to_str().unwrap())
-            .map_err(|e| e.to_string())
+            .save(tmp_path.to_str().unwrap())
+            .map_err(|e| e.to_string())?;
+        std::fs::rename(&tmp_path, &idx_path).map_err(|e| e.to_string())
     }
 }
 
@@ -233,3 +262,45 @@ fn truncate_to_chars(s: &str, max_chars: usize) -> String {
     let truncated: String = s.chars().take(max_chars).collect();
     format!("{}…", truncated.trim_end())
 }
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+
+    fn test_dir(name: &str) -> std::path::PathBuf {
+        let dir = std::env::temp_dir().join(format!("breadmill-store-test-{name}-{}", std::process::id()));
+        let _ = std::fs::remove_dir_all(&dir);
+        std::fs::create_dir_all(&dir).unwrap();
+        dir
+    }
+
+    #[test]
+    fn save_index_leaves_no_tmp_file_behind_and_is_loadable() {
+        let dir = test_dir("save-atomic");
+        let store = Store::open(&dir, 4).unwrap();
+        store.save_index(&dir).unwrap();
+
+        assert!(dir.join("vectors.usearch").exists());
+        assert!(
+            !dir.join("vectors.usearch.tmp").exists(),
+            "the .tmp staging file should be renamed away, not left behind"
+        );
+
+        // A fresh `open` can load what was just saved without error.
+        Store::open(&dir, 4).unwrap();
+
+        std::fs::remove_dir_all(&dir).unwrap();
+    }
+
+    // No automated test for the corrupt-index recovery branch in `open`:
+    // the natural way to construct a "corrupt" fixture (writing arbitrary
+    // garbage to vectors.usearch) was tried and crashes the *test process*
+    // with a SIGSEGV inside usearch's native loader before our `Result`
+    // handling ever gets a chance to run — see the comment on that branch
+    // in `open`. A real usearch file with a deliberately-broken-but-still-
+    // parseable header could plausibly hit the `Err` path exercised there
+    // instead, but reverse-engineering that format precisely enough to
+    // build a safe fixture wasn't worth the risk of another flaky/crashing
+    // test. The atomic-save test above covers the actual mechanism that
+    // prevents this scenario from arising in the first place.
+}
diff --git a/breadmill/src/sync_ext.rs b/breadmill/src/sync_ext.rs
new file mode 100644
index 0000000..a891cd7
--- /dev/null
+++ b/breadmill/src/sync_ext.rs
@@ -0,0 +1,41 @@
+//! Poison-tolerant `Mutex` locking.
+//!
+//! A panic on any thread while holding `SharedState::store` or
+//! `SharedState::embedder` (e.g. an untrapped ONNX Runtime panic — only PDF
+//! extraction is `catch_unwind`-guarded, see `extract.rs`) poisons the
+//! `Mutex`. Every subsequent plain `.lock().unwrap()` — in the indexer *and*
+//! in every query handler in `serve.rs` — would then immediately panic too,
+//! silently bricking indexing and search until the daemon is restarted by
+//! hand.
+//!
+//! `Mutex` poisoning exists to flag "the data guarded by this lock might be
+//! in an inconsistent state," but every lock scope in this crate is a short,
+//! single-step SQLite call or usearch operation — nothing here spans a
+//! multi-step invariant across a single `lock()` call — so recovering the
+//! guard and logging loudly is a reasonable trade here: continuing to serve
+//! (and re-attempting the operation that panicked, on the next file/query)
+//! beats a daemon that silently stops answering everything after one panic.
+
+use std::sync::{Mutex, MutexGuard};
+
+pub trait MutexExt<T> {
+    /// Like `.lock().unwrap()`, but recovers from a poisoned mutex instead
+    /// of panicking again — logs once per recovery so it's visible in the
+    /// daemon's own output, not just silently swallowed.
+    fn lock_recover(&self) -> MutexGuard<'_, T>;
+}
+
+impl<T> MutexExt<T> for Mutex<T> {
+    fn lock_recover(&self) -> MutexGuard<'_, T> {
+        match self.lock() {
+            Ok(guard) => guard,
+            Err(poisoned) => {
+                eprintln!(
+                    "breadmill: WARNING: a mutex was poisoned by a panic on another thread; \
+                     recovering it and continuing instead of cascading the panic"
+                );
+                poisoned.into_inner()
+            }
+        }
+    }
+}
diff --git a/breadsearch-shared/Cargo.toml b/breadsearch-shared/Cargo.toml
index c557db6..6f45d3f 100644
--- a/breadsearch-shared/Cargo.toml
+++ b/breadsearch-shared/Cargo.toml
@@ -1,6 +1,6 @@
 [package]
 name = "breadsearch-shared"
-version = "0.2.0"
+version = "0.3.3"
 edition = "2021"
 license = "MIT"
 
diff --git a/breadsearch-shared/src/lib.rs b/breadsearch-shared/src/lib.rs
index 7b8b625..5ed69c4 100644
--- a/breadsearch-shared/src/lib.rs
+++ b/breadsearch-shared/src/lib.rs
@@ -43,7 +43,7 @@ pub fn socket_path() -> PathBuf {
 
 // ---- Config -----------------------------------------------------------------
 
-#[derive(Debug, Clone, Serialize, Deserialize)]
+#[derive(Debug, Clone, Default, Serialize, Deserialize)]
 pub struct Config {
     #[serde(default)]
     pub index: IndexConfig,
@@ -129,7 +129,8 @@ pub struct ModelConfig {
     pub name: String,
     #[serde(default = "default_dim")]
     pub dim: usize,
-    /// Compute backend: "cpu", "npu" (VitisAI/XDNA), "rocm" (MIGraphX/AMD GPU), or "cuda" (NVIDIA GPU).
+    /// Compute backend: "cpu", "npu" (VitisAI/XDNA), "rocm" (MIGraphX/AMD GPU),
+    /// "cuda" (NVIDIA GPU), or "openvino" (Intel iGPU/dGPU).
     #[serde(default = "default_backend")]
     pub backend: String,
 }
@@ -156,16 +157,6 @@ impl Default for ModelConfig {
     }
 }
 
-impl Default for Config {
-    fn default() -> Self {
-        Self {
-            index: IndexConfig::default(),
-            search: SearchConfig::default(),
-            model: ModelConfig::default(),
-            power: PowerConfig::default(),
-        }
-    }
-}
 
 #[derive(Debug, Clone, Serialize, Deserialize)]
 pub struct PowerConfig {
@@ -254,8 +245,7 @@ pub struct StatusInfo {
 pub fn send_request(req: &Request) -> std::io::Result<Response> {
     let mut stream = UnixStream::connect(socket_path())?;
 
-    let mut line = serde_json::to_string(req)
-        .map_err(|e| std::io::Error::new(std::io::ErrorKind::Other, e))?;
+    let mut line = serde_json::to_string(req).map_err(std::io::Error::other)?;
     line.push('\n');
     stream.write_all(line.as_bytes())?;
     stream.flush()?;
diff --git a/breadsearch/Cargo.toml b/breadsearch/Cargo.toml
index 5569deb..2c11e28 100644
--- a/breadsearch/Cargo.toml
+++ b/breadsearch/Cargo.toml
@@ -1,6 +1,6 @@
 [package]
 name = "breadsearch"
-version = "0.2.0"
+version = "0.3.3"
 edition = "2021"
 license = "MIT"
 
@@ -10,7 +10,13 @@ path = "src/main.rs"
 
 [dependencies]
 breadsearch-shared = { path = "../breadsearch-shared" }
-bread-theme = { git = "https://github.com/Breadway/bread-ecosystem", tag = "v0.2.8", features = ["gtk"] }
+bread-theme = { git = "https://git.breadway.dev/Breadway/bread-ecosystem", tag = "v0.7.4", features = ["gtk"] }
+# Bread event fabric client — emit bread.search.* (fail-silent if breadd is down).
+bread-utils = { git = "https://git.breadway.dev/Breadway/bread-ecosystem", tag = "v0.7.2", features = ["bread-client", "gtk"] }
+# Capture primitives for `--screenshot` mode — see src/screenshot.rs.
+bread-screenshots = { git = "https://git.breadway.dev/Breadway/bread-ecosystem", tag = "v0.7.2" }
 gtk4 = { version = "0.11", features = ["v4_12"] }
 gtk4-layer-shell = "0.8"
 serde_json = "1"
+clap = { version = "4", features = ["derive"] }
+anyhow = "1"
diff --git a/breadsearch/src/bread_events.rs b/breadsearch/src/bread_events.rs
new file mode 100644
index 0000000..d87e595
--- /dev/null
+++ b/breadsearch/src/bread_events.rs
@@ -0,0 +1,26 @@
+//! `bread.search.*` event integration — optional, non-blocking. See
+//! `EVENTS.md` at the repo root for the full contract. breadsearch works
+//! identically with or without breadd running; every call here is
+//! fire-and-forget (`BreadClient::emit` never blocks or errors this
+//! process) so a missing or restarting breadd never affects the overlay.
+
+use bread_utils::bread_client::BreadClient;
+
+/// This app's id in bread's sibling-app namespace registry
+/// (`bread_shared::apps::KNOWN_APPS`) — events publish as `bread.search.*`.
+pub const APP_ID: &str = "search";
+
+fn client() -> BreadClient {
+    BreadClient::connect(APP_ID)
+}
+
+pub fn emit_opened() {
+    client().emit("bread.search.opened", serde_json::json!({}));
+}
+
+pub fn emit_opened_result(path: &str) {
+    client().emit(
+        "bread.search.opened_result",
+        serde_json::json!({ "path": path }),
+    );
+}
diff --git a/breadsearch/src/listen.rs b/breadsearch/src/listen.rs
new file mode 100644
index 0000000..aef9c84
--- /dev/null
+++ b/breadsearch/src/listen.rs
@@ -0,0 +1,84 @@
+//! Long-running command subscription for `bread.command.search.*`.
+//!
+//! `breadsearch` is still a one-shot toggle overlay by default.
+//! `breadsearch listen` is the optional persistent process that can honor
+//! bus commands. See `EVENTS.md`.
+
+use bread_utils::bread_client::{BreadClient, BreadEvent};
+
+use crate::bread_events::APP_ID;
+
+/// Subscribe to `bread.command.search.**` and block until the process is killed.
+///
+/// breadd being absent is not an error: [`BreadClient::subscribe`] reconnects
+/// with backoff, and `on_event` simply isn't called until the daemon is up.
+pub fn run() {
+    let client = BreadClient::connect(APP_ID);
+    if client.health().is_none() {
+        eprintln!(
+            "breadsearch: breadd unreachable; command subscription will connect when it comes back"
+        );
+    }
+
+    let _commands = client.subscribe("bread.command.search.**", |event| {
+        handle_command(&event);
+    });
+
+    eprintln!("breadsearch: listening for bread.command.search.**");
+    loop {
+        std::thread::park();
+    }
+}
+
+/// Reacts to `bread.command.search.*` verbs. Only `open` is honored today —
+/// other verbs are ignored, not stubbed as no-ops that pretend to succeed.
+fn handle_command(event: &BreadEvent) {
+    let Some(verb) = command_verb(&event.event) else {
+        return;
+    };
+    match verb {
+        "open" => handle_open(),
+        other => {
+            eprintln!("breadsearch: ignoring unrecognized bread.command.search.{other}");
+        }
+    }
+}
+
+fn handle_open() {
+    // Same as running `breadsearch` from a keybind: the PID-file toggle
+    // shows the overlay (or dismisses it if it is already up).
+    let result = spawn_self();
+    let client = BreadClient::connect(APP_ID);
+    match result {
+        Ok(_) => client.emit("bread.search.open.done", serde_json::json!({})),
+        Err(e) => {
+            eprintln!("breadsearch: bread.command.search.open failed: {e}");
+            client.emit(
+                "bread.search.open.failed",
+                serde_json::json!({ "error": e.to_string() }),
+            );
+        }
+    }
+}
+
+fn spawn_self() -> std::io::Result<std::process::Child> {
+    let exe = std::env::current_exe().unwrap_or_else(|_| std::path::PathBuf::from("breadsearch"));
+    std::process::Command::new(exe).spawn()
+}
+
+fn command_verb(event_name: &str) -> Option<&str> {
+    event_name.strip_prefix("bread.command.search.")
+}
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+
+    #[test]
+    fn command_verb_strips_search_prefix() {
+        assert_eq!(command_verb("bread.command.search.open"), Some("open"));
+        assert_eq!(command_verb("bread.command.search.query"), Some("query"));
+        assert_eq!(command_verb("bread.command.box.open"), None);
+        assert_eq!(command_verb("bread.search.opened"), None);
+    }
+}
diff --git a/breadsearch/src/main.rs b/breadsearch/src/main.rs
index 58f4b47..53302ec 100644
--- a/breadsearch/src/main.rs
+++ b/breadsearch/src/main.rs
@@ -1,22 +1,16 @@
 use bread_theme::{hex_to_rgba, ink_on, load_palette, Palette};
 use breadsearch_shared::{Hit, Request, Response};
-use std::{
-    cell::RefCell,
-    env, fs,
-    path::PathBuf,
-    process::Command,
-    rc::Rc,
-    sync::mpsc,
-};
+use std::{cell::RefCell, process::Command, rc::Rc, sync::mpsc};
 
 use gtk4::{
-    glib,
-    pango::EllipsizeMode,
-    prelude::*,
-    Application, ApplicationWindow, Box as GBox, CssProvider, EventControllerKey, Image, Label,
-    ListBox, Orientation, PolicyType, ScrolledWindow, SearchEntry, SelectionMode,
+    glib, pango::EllipsizeMode, prelude::*, Application, Box as GBox, CssProvider,
+    EventControllerKey, Image, Label, ListBox, Orientation, PolicyType, ScrolledWindow,
+    SearchEntry, SelectionMode,
 };
-use gtk4_layer_shell::{Edge, KeyboardMode, Layer, LayerShell};
+
+mod bread_events;
+mod listen;
+mod screenshot;
 
 // ---- Theming ----------------------------------------------------------------
 
@@ -39,47 +33,14 @@ fn build_css(p: &Palette) -> String {
          .hit-snippet {{ opacity: 0.75; font-size: 11px; font-style: italic; }}\
          .hit-score {{ opacity: 0.5; font-size: 11px; }}\
          image {{ margin-right: 8px; }}",
-        bg_panel   = bg_panel,
-        surface    = p.color0,
-        accent     = p.color4,
-        on_bg      = ink_on(&p.background),
+        bg_panel = bg_panel,
+        surface = p.color0,
+        accent = p.color4,
+        on_bg = ink_on(&p.background),
         on_surface = ink_on(&p.color0),
     )
 }
 
-// ---- PID file toggle --------------------------------------------------------
-
-fn pid_file() -> PathBuf {
-    env::var("XDG_RUNTIME_DIR")
-        .map(PathBuf::from)
-        .unwrap_or_else(|_| PathBuf::from("/tmp"))
-        .join("breadsearch.pid")
-}
-
-fn is_breadsearch_pid(pid: u32) -> bool {
-    fs::read_to_string(format!("/proc/{}/comm", pid))
-        .map(|s| s.trim() == "breadsearch")
-        .unwrap_or(false)
-}
-
-fn toggle_or_continue() -> bool {
-    let pf = pid_file();
-    if let Ok(content) = fs::read_to_string(&pf) {
-        if let Ok(pid) = content.trim().parse::<u32>() {
-            if is_breadsearch_pid(pid) {
-                let _ = Command::new("kill").arg(pid.to_string()).status();
-                return false;
-            }
-        }
-    }
-    let _ = fs::write(&pf, std::process::id().to_string());
-    true
-}
-
-fn cleanup_pid() {
-    let _ = fs::remove_file(pid_file());
-}
-
 // ---- Row builder ------------------------------------------------------------
 
 fn make_hit_row(hit: &Hit) -> gtk4::ListBoxRow {
@@ -191,6 +152,7 @@ fn open_file(path: &str) {
         .stdout(std::process::Stdio::null())
         .stderr(std::process::Stdio::null())
         .spawn();
+    bread_events::emit_opened_result(path);
 }
 
 fn open_folder(path: &str) {
@@ -204,14 +166,22 @@ fn open_folder(path: &str) {
         .stdout(std::process::Stdio::null())
         .stderr(std::process::Stdio::null())
         .spawn();
+    bread_events::emit_opened_result(path);
 }
 
 // ---- UI ---------------------------------------------------------------------
 
-fn run_ui() {
-    let app = Application::builder()
-        .application_id("com.breadway.breadsearch")
-        .build();
+fn run_ui(screenshot_req: Option<screenshot::ScreenshotRequest>) {
+    let mut builder = Application::builder().application_id("com.breadway.breadsearch");
+    if screenshot_req.is_some() {
+        // GApplication is single-instance by default; this machine typically
+        // already has a real breadsearch instance, so without this a
+        // screenshot run would just message the *existing* instance instead
+        // of starting a fresh one that ever sees `screenshot_req`.
+        builder = builder.flags(gtk4::gio::ApplicationFlags::NON_UNIQUE);
+    }
+    let app = builder.build();
+    let is_screenshot_run = screenshot_req.is_some();
 
     let debounce_id: Rc<RefCell<Option<glib::SourceId>>> = Rc::new(RefCell::new(None));
 
@@ -225,20 +195,13 @@ fn run_ui() {
             bread_theme::gtk::apply_user_css(&user_css_path, &user_cell);
         }
 
-        let window = ApplicationWindow::builder().application(app).build();
-        window.init_layer_shell();
-        window.set_namespace(Some("breadsearch"));
-        window.set_layer(Layer::Overlay);
-        window.set_keyboard_mode(KeyboardMode::Exclusive);
-        for edge in [Edge::Top, Edge::Bottom, Edge::Left, Edge::Right] {
-            window.set_anchor(edge, true);
-        }
-        window.set_exclusive_zone(0);
+        // Full-screen transparent overlay; panel widget is positioned inside it.
+        let window = bread_utils::gtk_popup::new_overlay_window(app, "breadsearch");
+        bread_theme::gtk::bind_window_auto(&window);
 
         let close_all: Rc<dyn Fn()> = Rc::new({
             let w = window.clone();
             move || {
-                cleanup_pid();
                 w.close();
             }
         });
@@ -294,16 +257,26 @@ fn run_ui() {
                 let (tx, rx) = mpsc::sync_channel::<std::io::Result<Response>>(1);
 
                 std::thread::spawn(move || {
-                    let req = Request::Query { query: q, limit: 10 };
+                    let req = Request::Query {
+                        query: q,
+                        limit: 10,
+                    };
                     let _ = tx.send(breadsearch_shared::send_request(&req));
                 });
 
-                // Poll via idle_add_local until the thread delivers its result.
-                // Unix socket round-trips are sub-millisecond so this fires once.
+                // Wait for the thread's result on a bounded timer rather than
+                // an `idle_add_local` — an idle source has no wait condition
+                // of its own, so GLib re-invokes it on every single main-loop
+                // iteration, i.e. a busy-spin pinning a full CPU core for as
+                // long as the daemon takes to answer (normally sub-ms, but
+                // the daemon's socket has no read timeout of its own, so a
+                // wedged/slow daemon previously meant an indefinite spin).
+                // 15ms is imperceptible added latency for a search box and
+                // caps this at a couple dozen checks per second instead.
                 let rx = Rc::new(rx);
                 let list_t = list_clone.clone();
 
-                glib::idle_add_local(move || {
+                glib::timeout_add_local(std::time::Duration::from_millis(15), move || {
                     match rx.try_recv() {
                         Ok(result) => {
                             populate_list(&list_t, result);
@@ -347,36 +320,11 @@ fn run_ui() {
                     glib::Propagation::Stop
                 }
                 Key::Down => {
-                    let cur = list_k.selected_row().map(|r| r.index()).unwrap_or(-1);
-                    let mut i = cur + 1;
-                    loop {
-                        match list_k.row_at_index(i) {
-                            Some(r) if r.is_selectable() => {
-                                list_k.select_row(Some(&r));
-                                break;
-                            }
-                            Some(_) => i += 1,
-                            None => break,
-                        }
-                    }
+                    bread_utils::gtk_popup::select_next_visible(&list_k);
                     glib::Propagation::Stop
                 }
                 Key::Up => {
-                    let cur = list_k.selected_row().map(|r| r.index()).unwrap_or(0);
-                    let mut i = cur - 1;
-                    loop {
-                        if i < 0 {
-                            break;
-                        }
-                        match list_k.row_at_index(i) {
-                            Some(r) if r.is_selectable() => {
-                                list_k.select_row(Some(&r));
-                                break;
-                            }
-                            Some(_) => i -= 1,
-                            None => break,
-                        }
-                    }
+                    bread_utils::gtk_popup::select_prev_visible(&list_k);
                     glib::Propagation::Stop
                 }
                 _ => glib::Propagation::Proceed,
@@ -394,36 +342,65 @@ fn run_ui() {
         });
 
         // Click outside launcher panel → close
-        let close_outside = Rc::clone(&close_all);
-        let vbox_ref = vbox.clone();
-        let win_ref = window.clone();
-        let outside_click = gtk4::GestureClick::new();
-        outside_click.connect_pressed(move |_, _, x, y| {
-            if let Some(b) = vbox_ref.compute_bounds(&win_ref) {
-                if x < b.x() as f64
-                    || x > (b.x() + b.width()) as f64
-                    || y < b.y() as f64
-                    || y > (b.y() + b.height()) as f64
-                {
-                    close_outside();
-                }
-            }
-        });
-        window.add_controller(outside_click);
+        {
+            let close_outside = Rc::clone(&close_all);
+            bread_utils::gtk_popup::close_on_outside_click(&window, &vbox, move || close_outside());
+        }
 
-        window.connect_destroy(|_| cleanup_pid());
+        if let Some(req) = screenshot_req.clone() {
+            screenshot::dispatch(&window, req);
+        }
+
+        window.connect_map(|_| bread_events::emit_opened());
         window.present();
         search.grab_focus();
     });
 
-    app.run();
+    if is_screenshot_run {
+        // GLib's own option parser otherwise rejects --screenshot/--output
+        // before clap ever sees them (`Cli::parse()` already ran in `main`,
+        // over the real argv).
+        app.run_with_args(&[] as &[&str]);
+    } else {
+        app.run();
+    }
 }
 
 // ---- Main -------------------------------------------------------------------
 
 fn main() {
-    if !toggle_or_continue() {
+    if std::env::args().nth(1).as_deref() == Some("listen") {
+        listen::run();
         return;
     }
-    run_ui();
+
+    use clap::Parser;
+    let cli = screenshot::Cli::parse();
+    let screenshot_req = cli.screenshot_request();
+
+    // `toggle_or_kill` kills whatever's holding the single-instance lock —
+    // a real, already-running breadsearch included. A screenshot run must
+    // never touch it: it's a separate, disposable instance by design (same
+    // reasoning as breadbar's `allow_multiple_instances`), not a toggle of
+    // the operator's real search panel.
+    //
+    // Kept alive for the rest of `main` — dropping it releases the
+    // single-instance lock and removes the pid file, which happens
+    // naturally once `run_ui` returns (after the window closes).
+    let _singleton_guard = if screenshot_req.is_some() {
+        None
+    } else {
+        match bread_utils::singleton::toggle_or_kill("breadsearch") {
+            Ok(bread_utils::singleton::Toggle::Started(guard)) => Some(guard),
+            Ok(bread_utils::singleton::Toggle::KilledExisting) => return,
+            Err(e) => {
+                eprintln!(
+                    "breadsearch: single-instance lock unavailable ({e}); continuing without it"
+                );
+                None
+            }
+        }
+    };
+
+    run_ui(screenshot_req);
 }
diff --git a/breadsearch/src/screenshot.rs b/breadsearch/src/screenshot.rs
new file mode 100644
index 0000000..ad1f6ad
--- /dev/null
+++ b/breadsearch/src/screenshot.rs
@@ -0,0 +1,93 @@
+//! `--screenshot` CLI mode: render breadsearch's search panel, capture it
+//! via `bread-screenshots`, then exit — driven by `bread-ecosystem`'s
+//! `bread-capture` orchestrator, or run standalone for one-off captures.
+//!
+//! Same reasoning as breadbox: one view ("search"), full known-size canvas
+//! capture since the panel isn't its own layer surface. Captures whatever
+//! the panel shows at settle time — normally the "Type to search…" empty
+//! state, since there's no query to type in an automated run.
+
+use bread_utils::screenshot_cli::{validate_pair, DEFAULT_HEIGHT, DEFAULT_WIDTH, SETTLE_DELAY};
+use clap::Parser;
+use gtk4::prelude::*;
+use std::path::PathBuf;
+
+#[derive(Parser)]
+#[command(name = "breadsearch")]
+pub struct Cli {
+    /// Render the named view, capture it, then exit instead of running
+    /// normally. Known views: "search".
+    #[arg(long)]
+    pub screenshot: Option<String>,
+
+    /// PNG path to write the capture to. Required together with --screenshot.
+    #[arg(long)]
+    pub output: Option<PathBuf>,
+
+    /// Capture canvas width — matches the isolated compositor's output width
+    /// (`bread-capture --isolate-width`).
+    #[arg(long, default_value_t = DEFAULT_WIDTH)]
+    pub width: u32,
+
+    /// Capture canvas height — see `width`.
+    #[arg(long, default_value_t = DEFAULT_HEIGHT)]
+    pub height: u32,
+}
+
+#[derive(Clone)]
+pub struct ScreenshotRequest {
+    pub view: String,
+    pub output: PathBuf,
+    pub width: u32,
+    pub height: u32,
+}
+
+impl Cli {
+    /// `None` for a normal run. Exits the process with an error if the
+    /// `--screenshot` / `--output` pair is incomplete, before any GTK setup
+    /// happens.
+    pub fn screenshot_request(&self) -> Option<ScreenshotRequest> {
+        if let Err(e) = validate_pair(self.screenshot.as_deref(), self.output.as_deref()) {
+            eprintln!("breadsearch: {e}");
+            std::process::exit(1);
+        }
+        Some(ScreenshotRequest {
+            view: self.screenshot.clone()?,
+            output: self.output.clone()?,
+            width: self.width,
+            height: self.height,
+        })
+    }
+}
+
+/// Wire up the given view's screenshot sequence against an already-built,
+/// not-yet-presented window. Every path here ends by exiting the process —
+/// it never returns control to the normal search UI.
+pub fn dispatch(window: &gtk4::ApplicationWindow, req: ScreenshotRequest) {
+    match req.view.as_str() {
+        "search" => {
+            let output = req.output;
+            let (width, height) = (req.width as i32, req.height as i32);
+            window.connect_map(move |_| {
+                let output = output.clone();
+                gtk4::glib::timeout_add_local_once(SETTLE_DELAY, move || {
+                    finish(bread_screenshots::capture_region(0, 0, width, height, &output));
+                });
+            });
+        }
+        other => {
+            eprintln!("breadsearch: unknown screenshot view '{other}' (known: search)");
+            std::process::exit(1);
+        }
+    }
+}
+
+fn finish(result: anyhow::Result<()>) {
+    match result {
+        Ok(()) => std::process::exit(0),
+        Err(e) => {
+            eprintln!("breadsearch: screenshot capture failed: {e}");
+            std::process::exit(1);
+        }
+    }
+}
diff --git a/ci/bread-ecosystem.rev b/ci/bread-ecosystem.rev
new file mode 100644
index 0000000..34e7aa9
--- /dev/null
+++ b/ci/bread-ecosystem.rev
@@ -0,0 +1 @@
+147cfbbf96ae4b171027defa1130d2caddb934b1
diff --git a/ci/build.sh b/ci/build.sh
new file mode 100755
index 0000000..2c71070
--- /dev/null
+++ b/ci/build.sh
@@ -0,0 +1,21 @@
+#!/usr/bin/env bash
+# Delegates to bread-ecosystem's shared CI build image/script, pinned to
+# the commit in ci/bread-ecosystem.rev — not `main`. bread-ecosystem's CI
+# files now affect every product's release pipeline, so bumping the pin
+# is a deliberate act instead of silent drift (see the bread-theme test
+# that broke here for exactly that reason, before it was pinned by rev).
+#
+# Usage: ci/build.sh cargo build --release --locked
+set -euo pipefail
+
+ROOT="$(cd "$(dirname "${BASH_SOURCE[0]}")/.." && pwd)"
+REV="$(cat "${ROOT}/ci/bread-ecosystem.rev")"
+
+CACHE_DIR="/tmp/bread-ecosystem-ci-${REV}"
+if [ ! -d "$CACHE_DIR" ]; then
+    rm -rf /tmp/bread-ecosystem-ci-*
+    git clone https://git.breadway.dev/Breadway/bread-ecosystem.git "$CACHE_DIR"
+    git -C "$CACHE_DIR" checkout --quiet "$REV"
+fi
+
+bash "${CACHE_DIR}/ci/build.sh" breadsearch "$ROOT" "$@"
diff --git a/packaging/breadmill.service b/packaging/breadmill.service
index 70f81e6..e6ade17 100644
--- a/packaging/breadmill.service
+++ b/packaging/breadmill.service
@@ -1,14 +1,16 @@
 [Unit]
 Description=Breadmill semantic search indexer
-Documentation=https://github.com/breadway/breadsearch
+Documentation=https://git.breadway.dev/Breadway/breadsearch
 After=default.target
 
 [Service]
 Type=simple
-# Uncomment if built with --features rocm: persists MIGraphX's compiled-kernel
-# cache across restarts (each new sequence length otherwise costs a ~60-120s
-# recompile). See README.md#gpu-backend-notes.
-#Environment=ORT_MIGRAPHX_MODEL_CACHE_PATH=%h/.cache/breadsearch/migraphx-cache
+# Required (not just a perf tweak) when backend = "rocm": without a valid
+# cache dir, ONNX Runtime's MIGraphX EP reads an uninitialized cache path and
+# crashes on the first query instead of just recompiling every restart. Inert
+# for cpu/npu/cuda/openvino backends (openvino's cache dir is set in code,
+# not via env var). See README.md#gpu-backend-notes.
+Environment=ORT_MIGRAPHX_MODEL_CACHE_PATH=%h/.cache/breadsearch/migraphx-cache
 ExecStart=%h/.cargo/bin/breadmill
 Restart=on-failure
 RestartSec=5