diff --git a/.github/workflows/ios-build.yml b/.github/workflows/ios-build.yml
index 6fa0b67d..882ae783 100644
--- a/.github/workflows/ios-build.yml
+++ b/.github/workflows/ios-build.yml
@@ -72,36 +72,7 @@ jobs:
           node -e "require('fs').writeFileSync('tauri-version-override.json', JSON.stringify({ version: process.env.VERSION_OVERRIDE }))"
 
       - name: Prepare ONNX Runtime iOS libs
-        env:
-          IOS_ORT_LIBS_URL: ${{ secrets.IOS_ORT_LIBS_URL }}
-          IOS_ORT_LIBS_TGZ_BASE64: ${{ secrets.IOS_ORT_LIBS_TGZ_BASE64 }}
-        run: |
-          set -euo pipefail
-
-          ARCHIVE="$RUNNER_TEMP/ort-ios.tgz"
-          EXTRACT_ROOT="$RUNNER_TEMP/ort-ios"
-          mkdir -p "$EXTRACT_ROOT"
-
-          if [ -n "${IOS_ORT_LIBS_URL:-}" ]; then
-            curl -fsSL "$IOS_ORT_LIBS_URL" -o "$ARCHIVE"
-          elif [ -n "${IOS_ORT_LIBS_TGZ_BASE64:-}" ]; then
-            printf '%s' "$IOS_ORT_LIBS_TGZ_BASE64" | base64 --decode > "$ARCHIVE"
-          else
-            echo "Missing iOS ONNX Runtime source. Set IOS_ORT_LIBS_URL or IOS_ORT_LIBS_TGZ_BASE64."
-            exit 1
-          fi
-
-          tar -xzf "$ARCHIVE" -C "$EXTRACT_ROOT"
-
-          CHILD_COUNT=$(find "$EXTRACT_ROOT" -mindepth 1 -maxdepth 1 | wc -l | tr -d ' ')
-          if [ "$CHILD_COUNT" -eq 1 ] && [ -d "$(find "$EXTRACT_ROOT" -mindepth 1 -maxdepth 1 | head -1)" ]; then
-            ORT_LIB_LOCATION="$(find "$EXTRACT_ROOT" -mindepth 1 -maxdepth 1 | head -1)"
-          else
-            ORT_LIB_LOCATION="$EXTRACT_ROOT"
-          fi
-
-          echo "ORT_LIB_LOCATION=$ORT_LIB_LOCATION" >> "$GITHUB_ENV"
-          echo "Using ORT_LIB_LOCATION=$ORT_LIB_LOCATION"
+        run: bun run tauri:ios:prepare-onnxruntime
 
       - name: Init iOS project
         run: |
@@ -173,13 +144,13 @@ jobs:
           import json, os
           path = os.path.join(os.environ["RUNNER_TEMP"], "xcode-list.json")
           with open(path, "r", encoding="utf-8") as f:
-            data = json.load(f)
-            schemes = data.get("workspace", {}).get("schemes", [])
-            if not schemes:
+              data = json.load(f)
+          schemes = data.get("workspace", {}).get("schemes", [])
+          if not schemes:
               raise SystemExit("No schemes found in workspace.")
-              print(schemes[0])
-              PY
-              )
+          print(schemes[0])
+          PY
+          )
 
           DERIVED_DATA="$RUNNER_TEMP/ios-derived-data"
           ARCHIVE_PATH="$RUNNER_TEMP/LettuceAI.xcarchive"
@@ -233,9 +204,30 @@ jobs:
           echo "IOS_IPA_PATH=$IPA_PATH" >> "$GITHUB_ENV"
           echo "Built IPA at: $IPA_PATH"
 
+      - name: Generate AltStore metadata
+        run: |
+          set -euo pipefail
+
+          if [ -z "${IOS_IPA_PATH:-}" ]; then
+            echo "IOS_IPA_PATH is empty."
+            exit 1
+          fi
+
+          ALTSTORE_METADATA_PATH="$RUNNER_TEMP/altstore-metadata.json"
+          node scripts/generate-altstore-metadata.mjs "$IOS_IPA_PATH" "$ALTSTORE_METADATA_PATH"
+          echo "ALTSTORE_METADATA_PATH=$ALTSTORE_METADATA_PATH" >> "$GITHUB_ENV"
+          echo "Generated AltStore metadata at: $ALTSTORE_METADATA_PATH"
+
       - name: Upload iOS IPA
         uses: actions/upload-artifact@v4
         with:
           name: ios-ipa
           if-no-files-found: error
           path: ${{ env.IOS_IPA_PATH }}
+
+      - name: Upload AltStore metadata
+        uses: actions/upload-artifact@v4
+        with:
+          name: ios-altstore-metadata
+          if-no-files-found: error
+          path: ${{ env.ALTSTORE_METADATA_PATH }}
diff --git a/.gitignore b/.gitignore
index 8c65b835..365312c2 100644
--- a/.gitignore
+++ b/.gitignore
@@ -11,6 +11,7 @@ node_modules
 dist
 dist-ssr
 *.local
+build
 
 # Editor directories and files
 .vscode/*
@@ -37,6 +38,7 @@ src-tauri/gen/android/app/src/main/assets/feedback_sounds/success.mp3
 .act/
 .tmp/
 src-tauri/onnxruntime-ios/
+src-tauri/scripts
 src-tauri/gen/android/app/src/main/assets/onnxruntime/libonnxruntime.so
 docs/memory-cycle-workflow.svg
 docs/chatpkg-format.md
diff --git a/scripts/generate-altstore-metadata.mjs b/scripts/generate-altstore-metadata.mjs
new file mode 100644
index 00000000..c173dd74
--- /dev/null
+++ b/scripts/generate-altstore-metadata.mjs
@@ -0,0 +1,66 @@
+#!/usr/bin/env node
+
+import { createHash } from "node:crypto";
+import { readFile, stat, writeFile } from "node:fs/promises";
+import path from "node:path";
+import { fileURLToPath } from "node:url";
+
+function fail(message) {
+  console.error(`[altstore] ${message}`);
+  process.exit(1);
+}
+
+function requireEnv(name) {
+  const value = process.env[name];
+  if (!value || !value.trim()) {
+    fail(`Missing required environment variable: ${name}`);
+  }
+  return value.trim();
+}
+
+async function main() {
+  const ipaPath = process.argv[2];
+  const outputPath = process.argv[3];
+  if (!ipaPath || !outputPath) {
+    fail("Usage: node scripts/generate-altstore-metadata.mjs <ipaPath> <outputPath>");
+  }
+
+  const artifactUrl = process.env.ALTSTORE_ARTIFACT_URL || "";
+  const scriptPath = fileURLToPath(import.meta.url);
+  const packageJsonPath = path.resolve(path.dirname(scriptPath), "..", "package.json");
+  const tauriConfigPath = path.resolve(path.dirname(scriptPath), "..", "src-tauri", "tauri.conf.json");
+  const packageJson = JSON.parse(await readFile(packageJsonPath, "utf8"));
+  const tauriConfig = JSON.parse(await readFile(tauriConfigPath, "utf8"));
+  const version = process.env.ALTSTORE_VERSION || process.env.GITHUB_REF_NAME || packageJson.version || "0.0.0";
+  const buildVersion = process.env.ALTSTORE_BUILD_VERSION || String(process.env.GITHUB_RUN_NUMBER || "1");
+  const bundleIdentifier =
+    process.env.ALTSTORE_BUNDLE_ID || process.env.IOS_BUNDLE_IDENTIFIER || tauriConfig.identifier || "";
+  if (!bundleIdentifier) {
+    fail("Missing bundle identifier. Set ALTSTORE_BUNDLE_ID or IOS_BUNDLE_IDENTIFIER.");
+  }
+  const appName = process.env.ALTSTORE_APP_NAME || "LettuceAI";
+
+  const ipaBytes = await readFile(ipaPath);
+  const sha256 = createHash("sha256").update(ipaBytes).digest("hex");
+  const fileInfo = await stat(ipaPath);
+  const fileName = path.basename(ipaPath);
+
+  const metadata = {
+    name: appName,
+    bundleIdentifier,
+    version,
+    buildVersion,
+    fileName,
+    size: fileInfo.size,
+    sha256,
+    downloadURL: artifactUrl,
+    generatedAt: new Date().toISOString(),
+  };
+
+  await writeFile(outputPath, `${JSON.stringify(metadata, null, 2)}\n`, "utf8");
+  console.log(`[altstore] Metadata generated: ${outputPath}`);
+}
+
+main().catch((error) => {
+  fail(error instanceof Error ? error.message : String(error));
+});
diff --git a/scripts/install-onnxruntime-ios.mjs b/scripts/install-onnxruntime-ios.mjs
index 5d788f14..1ef35ed3 100755
--- a/scripts/install-onnxruntime-ios.mjs
+++ b/scripts/install-onnxruntime-ios.mjs
@@ -45,6 +45,17 @@ async function exists(pathname) {
   }
 }
 
+async function hasArArchiveMagic(pathname) {
+  if (!(await exists(pathname))) {
+    return false;
+  }
+  const header = await readFile(pathname);
+  if (header.length < 8) {
+    return false;
+  }
+  return header.subarray(0, 8).toString("utf8") === "!<arch>\n";
+}
+
 async function ensureArchive() {
   if (await exists(archivePath)) {
     return;
@@ -66,7 +77,7 @@ async function installSlice(slice) {
 
   if ((await exists(libPath)) && (await exists(versionFile))) {
     const currentVersion = (await readFile(versionFile, "utf8")).trim();
-    if (currentVersion === ORT_VERSION) {
+    if (currentVersion === ORT_VERSION && (await hasArArchiveMagic(libPath))) {
       console.log(`[ios-ort] Using existing ${slice} install at ${sliceRoot}`);
       return sliceRoot;
     }
@@ -92,7 +103,26 @@ async function installSlice(slice) {
       fail(`Expected ONNX Runtime binary is missing from archive for slice ${slice}`);
     }
 
-    await copyFile(frameworkBinary, libPath);
+    const thinArchCandidates = slice === "ios-arm64" ? ["arm64"] : ["arm64", "x86_64"];
+    let thinned = false;
+    for (const arch of thinArchCandidates) {
+      const result = spawnSync("lipo", ["-thin", arch, frameworkBinary, "-output", libPath], {
+        stdio: "inherit",
+        cwd: repoRoot,
+      });
+      if (!result.error && result.status === 0) {
+        thinned = true;
+        break;
+      }
+    }
+    if (!thinned) {
+      await copyFile(frameworkBinary, libPath);
+    }
+
+    if (!(await hasArArchiveMagic(libPath))) {
+      fail(`Installed library for ${slice} is not an ar archive: ${libPath}`);
+    }
+
     await writeFile(versionFile, `${ORT_VERSION}\n`, "utf8");
     console.log(`[ios-ort] Installed ${slice} to ${sliceRoot}`);
     return sliceRoot;
diff --git a/scripts/run-tauri-ios-xcode-onnxruntime.sh b/scripts/run-tauri-ios-xcode-onnxruntime.sh
index a5a90030..628b6bcf 100755
--- a/scripts/run-tauri-ios-xcode-onnxruntime.sh
+++ b/scripts/run-tauri-ios-xcode-onnxruntime.sh
@@ -2,11 +2,21 @@
 set -euo pipefail
 
 SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
-REPO_ROOT="$(cd "${SCRIPT_DIR}/.." && pwd)"
+REPO_ROOT="${SCRIPT_DIR}"
+while [ "${REPO_ROOT}" != "/" ] && [ ! -f "${REPO_ROOT}/package.json" ]; do
+  REPO_ROOT="$(dirname "${REPO_ROOT}")"
+done
+if [ ! -f "${REPO_ROOT}/package.json" ]; then
+  echo "[ios-ort] Failed to locate repository root from ${SCRIPT_DIR}" >&2
+  exit 1
+fi
+export PATH="/opt/homebrew/bin:/usr/local/bin:${HOME}/.bun/bin:${PATH}"
+
+SDKROOT_LOWER="$(printf '%s' "${SDKROOT:-}" | tr '[:upper:]' '[:lower:]')"
 
-if [[ "${SDKROOT:-}" == *"iphonesimulator"* ]]; then
+if [[ "${SDKROOT_LOWER}" == *"iphonesimulator"* ]]; then
   ORT_SLICE="ios-arm64_x86_64-simulator"
-elif [[ "${SDKROOT:-}" == *"iphoneos"* ]]; then
+elif [[ "${SDKROOT_LOWER}" == *"iphoneos"* ]]; then
   ORT_SLICE="ios-arm64"
 else
   echo "[ios-ort] Unsupported SDKROOT='${SDKROOT:-}'" >&2
@@ -15,8 +25,19 @@ fi
 
 if command -v node >/dev/null 2>&1; then
   JS_RUNNER="node"
+  NODE_BIN="$(command -v node)"
+elif [ -x "/opt/homebrew/bin/node" ]; then
+  JS_RUNNER="/opt/homebrew/bin/node"
+  NODE_BIN="/opt/homebrew/bin/node"
+elif [ -x "/usr/local/bin/node" ]; then
+  JS_RUNNER="/usr/local/bin/node"
+  NODE_BIN="/usr/local/bin/node"
 elif command -v bun >/dev/null 2>&1; then
   JS_RUNNER="bun"
+  NODE_BIN=""
+elif [ -x "${HOME}/.bun/bin/bun" ]; then
+  JS_RUNNER="${HOME}/.bun/bin/bun"
+  NODE_BIN=""
 else
   echo "[ios-ort] Neither node nor bun is available in PATH." >&2
   exit 1
@@ -29,4 +50,17 @@ export ORT_PREFER_DYNAMIC_LINK=0
 
 echo "[ios-ort] ORT_LIB_LOCATION=${ORT_LIB_LOCATION}"
 
-exec bun tauri ios xcode-script "$@"
+if command -v bun >/dev/null 2>&1; then
+  exec bun tauri ios xcode-script "$@"
+elif [ -x "${HOME}/.bun/bin/bun" ]; then
+  exec "${HOME}/.bun/bin/bun" tauri ios xcode-script "$@"
+elif [ -n "${NODE_BIN}" ] && [ -f "${REPO_ROOT}/node_modules/@tauri-apps/cli/tauri.js" ]; then
+  exec "${NODE_BIN}" "${REPO_ROOT}/node_modules/@tauri-apps/cli/tauri.js" ios xcode-script "$@"
+elif [ -x "${REPO_ROOT}/node_modules/.bin/tauri" ]; then
+  exec "${REPO_ROOT}/node_modules/.bin/tauri" ios xcode-script "$@"
+elif command -v npx >/dev/null 2>&1; then
+  exec npx tauri ios xcode-script "$@"
+else
+  echo "[ios-ort] Cannot run tauri CLI: bun, local tauri bin, and npx are all unavailable." >&2
+  exit 1
+fi
diff --git a/src-tauri/build.rs b/src-tauri/build.rs
index 7586e824..5969e5f7 100644
--- a/src-tauri/build.rs
+++ b/src-tauri/build.rs
@@ -44,6 +44,8 @@ fn macos_archive_candidates(target_arch: &str) -> Vec<(String, String)> {
 }
 
 fn main() {
+    println!("cargo:rerun-if-changed=build.rs");
+    println!("cargo:rerun-if-changed=tauri.conf.json");
     println!("cargo:rerun-if-env-changed=ORT_LIB_LOCATION");
 
     let target_os = env::var("CARGO_CFG_TARGET_OS").unwrap_or_default();
diff --git a/src-tauri/gen/apple/lettuceai.xcodeproj/project.pbxproj b/src-tauri/gen/apple/lettuceai.xcodeproj/project.pbxproj
index 1faace01..fa9fb450 100644
--- a/src-tauri/gen/apple/lettuceai.xcodeproj/project.pbxproj
+++ b/src-tauri/gen/apple/lettuceai.xcodeproj/project.pbxproj
@@ -3,7 +3,7 @@
 	archiveVersion = 1;
 	classes = {
 	};
-	objectVersion = 77;
+	objectVersion = 63;
 	objects = {
 
 /* Begin PBXBuildFile section */
@@ -23,155 +23,155 @@
 /* End PBXBuildFile section */
 
 /* Begin PBXFileReference section */
-		00B4F3DA70E22586DF03C6EE /* gemini.rs */ = {isa = PBXFileReference; path = gemini.rs; sourceTree = "<group>"; };
-		057688C9A1365CBD49DD7180 /* custom.rs */ = {isa = PBXFileReference; path = custom.rs; sourceTree = "<group>"; };
-		09C507A438671C4989290D0C /* download.rs */ = {isa = PBXFileReference; path = download.rs; sourceTree = "<group>"; };
-		0A30487182D0D6FD547ED66B /* backup.rs */ = {isa = PBXFileReference; path = backup.rs; sourceTree = "<group>"; };
-		0E52CB9C18C94774F82FA588 /* chat_appearance.rs */ = {isa = PBXFileReference; path = chat_appearance.rs; sourceTree = "<group>"; };
-		11611B1D6BC67B0FCE527E35 /* mod.rs */ = {isa = PBXFileReference; path = mod.rs; sourceTree = "<group>"; };
-		133947EBD54AE05874BA5AE5 /* messages.rs */ = {isa = PBXFileReference; path = messages.rs; sourceTree = "<group>"; };
-		147A14FF2B50BBEFD5CC44DB /* app_activity.rs */ = {isa = PBXFileReference; path = app_activity.rs; sourceTree = "<group>"; };
-		14EB82898DBAFB0EE5DB1E19 /* characters.rs */ = {isa = PBXFileReference; path = characters.rs; sourceTree = "<group>"; };
-		15137684987D4ABA134A7EE3 /* openai.rs */ = {isa = PBXFileReference; path = openai.rs; sourceTree = "<group>"; };
-		1530FCC2DFA0AEDB37E8FF98 /* mistral.rs */ = {isa = PBXFileReference; path = mistral.rs; sourceTree = "<group>"; };
-		157B2835260D2A01C1C6DD5A /* selection.rs */ = {isa = PBXFileReference; path = selection.rs; sourceTree = "<group>"; };
-		1737E649E06646F3B30DA15A /* commands.rs */ = {isa = PBXFileReference; path = commands.rs; sourceTree = "<group>"; };
-		1805C5C5D59C55880FD5EC7A /* sse.rs */ = {isa = PBXFileReference; path = sse.rs; sourceTree = "<group>"; };
-		1D4570A3E2387CBBDE4ED242 /* importer.rs */ = {isa = PBXFileReference; path = importer.rs; sourceTree = "<group>"; };
-		2217DBBF6A03A6633579CE4B /* elevenlabs.rs */ = {isa = PBXFileReference; path = elevenlabs.rs; sourceTree = "<group>"; };
-		25F3D2BA5D2204FED1078000 /* openrouter.rs */ = {isa = PBXFileReference; path = openrouter.rs; sourceTree = "<group>"; };
-		25F7754FE15B73C62D30361B /* config.rs */ = {isa = PBXFileReference; path = config.rs; sourceTree = "<group>"; };
-		27421F152CE8459B0388E20A /* benchmark.rs */ = {isa = PBXFileReference; path = benchmark.rs; sourceTree = "<group>"; };
-		2858C6DF9FCD2CC195437C10 /* commands.rs */ = {isa = PBXFileReference; path = commands.rs; sourceTree = "<group>"; };
+		00B4F3DA70E22586DF03C6EE /* gemini.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = gemini.rs; sourceTree = "<group>"; };
+		057688C9A1365CBD49DD7180 /* custom.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = custom.rs; sourceTree = "<group>"; };
+		09C507A438671C4989290D0C /* download.rs */ = {isa = PBXFileReference; lastKnownFileType = file; path = download.rs; sourceTree = "<group>"; };
+		0A30487182D0D6FD547ED66B /* backup.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = backup.rs; sourceTree = "<group>"; };
+		0E52CB9C18C94774F82FA588 /* chat_appearance.rs */ = {isa = PBXFileReference; lastKnownFileType = file; path = chat_appearance.rs; sourceTree = "<group>"; };
+		11611B1D6BC67B0FCE527E35 /* mod.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = mod.rs; sourceTree = "<group>"; };
+		133947EBD54AE05874BA5AE5 /* messages.rs */ = {isa = PBXFileReference; lastKnownFileType = file; path = messages.rs; sourceTree = "<group>"; };
+		147A14FF2B50BBEFD5CC44DB /* app_activity.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = app_activity.rs; sourceTree = "<group>"; };
+		14EB82898DBAFB0EE5DB1E19 /* characters.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = characters.rs; sourceTree = "<group>"; };
+		15137684987D4ABA134A7EE3 /* openai.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = openai.rs; sourceTree = "<group>"; };
+		1530FCC2DFA0AEDB37E8FF98 /* mistral.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = mistral.rs; sourceTree = "<group>"; };
+		157B2835260D2A01C1C6DD5A /* selection.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = selection.rs; sourceTree = "<group>"; };
+		1737E649E06646F3B30DA15A /* commands.rs */ = {isa = PBXFileReference; lastKnownFileType = file; path = commands.rs; sourceTree = "<group>"; };
+		1805C5C5D59C55880FD5EC7A /* sse.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = sse.rs; sourceTree = "<group>"; };
+		1D4570A3E2387CBBDE4ED242 /* importer.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = importer.rs; sourceTree = "<group>"; };
+		2217DBBF6A03A6633579CE4B /* elevenlabs.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = elevenlabs.rs; sourceTree = "<group>"; };
+		25F3D2BA5D2204FED1078000 /* openrouter.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = openrouter.rs; sourceTree = "<group>"; };
+		25F7754FE15B73C62D30361B /* config.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = config.rs; sourceTree = "<group>"; };
+		27421F152CE8459B0388E20A /* benchmark.rs */ = {isa = PBXFileReference; lastKnownFileType = file; path = benchmark.rs; sourceTree = "<group>"; };
+		2858C6DF9FCD2CC195437C10 /* commands.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = commands.rs; sourceTree = "<group>"; };
 		2925B6A54CFE896F1B7500AF /* UIKit.framework */ = {isa = PBXFileReference; lastKnownFileType = wrapper.framework; name = UIKit.framework; path = System/Library/Frameworks/UIKit.framework; sourceTree = SDKROOT; };
-		2A267B7D3C485C25A589935A /* nvidia.rs */ = {isa = PBXFileReference; path = nvidia.rs; sourceTree = "<group>"; };
-		2E2D328BEC70007D07421D2B /* util.rs */ = {isa = PBXFileReference; path = util.rs; sourceTree = "<group>"; };
-		3007ABA5E8CE565F783B8A2C /* settings.rs */ = {isa = PBXFileReference; path = settings.rs; sourceTree = "<group>"; };
-		35FDADDBEF306EB3BF820842 /* ort_runtime.rs */ = {isa = PBXFileReference; path = ort_runtime.rs; sourceTree = "<group>"; };
-		370EA4DAB468B514504BE6B0 /* lorebook_matcher.rs */ = {isa = PBXFileReference; path = lorebook_matcher.rs; sourceTree = "<group>"; };
+		2A267B7D3C485C25A589935A /* nvidia.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = nvidia.rs; sourceTree = "<group>"; };
+		2E2D328BEC70007D07421D2B /* util.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = util.rs; sourceTree = "<group>"; };
+		3007ABA5E8CE565F783B8A2C /* settings.rs */ = {isa = PBXFileReference; lastKnownFileType = file; path = settings.rs; sourceTree = "<group>"; };
+		35FDADDBEF306EB3BF820842 /* ort_runtime.rs */ = {isa = PBXFileReference; lastKnownFileType = file; path = ort_runtime.rs; sourceTree = "<group>"; };
+		370EA4DAB468B514504BE6B0 /* lorebook_matcher.rs */ = {isa = PBXFileReference; lastKnownFileType = file; path = lorebook_matcher.rs; sourceTree = "<group>"; };
 		380832B6C657799831CC78C3 /* Info.plist */ = {isa = PBXFileReference; lastKnownFileType = text.plist; path = Info.plist; sourceTree = "<group>"; };
-		3891985CBDB90AB882208D1A /* commands.rs */ = {isa = PBXFileReference; path = commands.rs; sourceTree = "<group>"; };
+		3891985CBDB90AB882208D1A /* commands.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = commands.rs; sourceTree = "<group>"; };
 		3B03A586806A51495A19226D /* Assets.xcassets */ = {isa = PBXFileReference; lastKnownFileType = folder.assetcatalog; path = Assets.xcassets; sourceTree = "<group>"; };
-		3B16E3F06770BF751A218705 /* specs.rs */ = {isa = PBXFileReference; path = specs.rs; sourceTree = "<group>"; };
-		3EF5F621A6B1AC2E65F620A8 /* mod.rs */ = {isa = PBXFileReference; path = mod.rs; sourceTree = "<group>"; };
-		4008F18A04F8616D1DD6102E /* groq.rs */ = {isa = PBXFileReference; path = groq.rs; sourceTree = "<group>"; };
+		3B16E3F06770BF751A218705 /* specs.rs */ = {isa = PBXFileReference; lastKnownFileType = file; path = specs.rs; sourceTree = "<group>"; };
+		3EF5F621A6B1AC2E65F620A8 /* mod.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = mod.rs; sourceTree = "<group>"; };
+		4008F18A04F8616D1DD6102E /* groq.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = groq.rs; sourceTree = "<group>"; };
 		401756C866A57DF9E5E4970D /* WebKit.framework */ = {isa = PBXFileReference; lastKnownFileType = wrapper.framework; name = WebKit.framework; path = System/Library/Frameworks/WebKit.framework; sourceTree = SDKROOT; };
-		40988B10A279E811B6D4390C /* mod.rs */ = {isa = PBXFileReference; path = mod.rs; sourceTree = "<group>"; };
-		413293AAE632BADB76E7A3FA /* settings.rs */ = {isa = PBXFileReference; path = settings.rs; sourceTree = "<group>"; };
+		40988B10A279E811B6D4390C /* mod.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = mod.rs; sourceTree = "<group>"; };
+		413293AAE632BADB76E7A3FA /* settings.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = settings.rs; sourceTree = "<group>"; };
 		42630E1385193C3C4BFB4E34 /* Security.framework */ = {isa = PBXFileReference; lastKnownFileType = wrapper.framework; name = Security.framework; path = System/Library/Frameworks/Security.framework; sourceTree = SDKROOT; };
-		42CCF02A1DC489564E801E7D /* mod.rs */ = {isa = PBXFileReference; path = mod.rs; sourceTree = "<group>"; };
-		45CF9D6EAECE9192B78825DF /* anthropic.rs */ = {isa = PBXFileReference; path = anthropic.rs; sourceTree = "<group>"; };
+		42CCF02A1DC489564E801E7D /* mod.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = mod.rs; sourceTree = "<group>"; };
+		45CF9D6EAECE9192B78825DF /* anthropic.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = anthropic.rs; sourceTree = "<group>"; };
 		47DBCFB922913D37B9C1A186 /* libapp.a */ = {isa = PBXFileReference; lastKnownFileType = archive.ar; path = libapp.a; sourceTree = "<group>"; };
-		4A28CD2447831F7B947E9D26 /* mod.rs */ = {isa = PBXFileReference; path = mod.rs; sourceTree = "<group>"; };
-		4ADB077FD352EB3541451DE0 /* mod.rs */ = {isa = PBXFileReference; path = mod.rs; sourceTree = "<group>"; };
+		4A28CD2447831F7B947E9D26 /* mod.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = mod.rs; sourceTree = "<group>"; };
+		4ADB077FD352EB3541451DE0 /* mod.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = mod.rs; sourceTree = "<group>"; };
 		4BC783CA556DCC0ABEEDA6C5 /* lettuceai_iOS.entitlements */ = {isa = PBXFileReference; lastKnownFileType = text.plist.entitlements; path = lettuceai_iOS.entitlements; sourceTree = "<group>"; };
-		4DBA0088D154029905E5E0FA /* sessions.rs */ = {isa = PBXFileReference; path = sessions.rs; sourceTree = "<group>"; };
-		4FA6B1E09A02940B215A0B75 /* mod.rs */ = {isa = PBXFileReference; path = mod.rs; sourceTree = "<group>"; };
+		4DBA0088D154029905E5E0FA /* sessions.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = sessions.rs; sourceTree = "<group>"; };
+		4FA6B1E09A02940B215A0B75 /* mod.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = mod.rs; sourceTree = "<group>"; };
 		53EA732F7B876E50EEEABF92 /* CoreGraphics.framework */ = {isa = PBXFileReference; lastKnownFileType = wrapper.framework; name = CoreGraphics.framework; path = System/Library/Frameworks/CoreGraphics.framework; sourceTree = SDKROOT; };
-		5777B4C3C234748F2EEE9F06 /* mod.rs */ = {isa = PBXFileReference; path = mod.rs; sourceTree = "<group>"; };
-		577B5C44831AA33662865FEB /* verify.rs */ = {isa = PBXFileReference; path = verify.rs; sourceTree = "<group>"; };
-		5DB8C8B3D3320FE01ABA658D /* commands.rs */ = {isa = PBXFileReference; path = commands.rs; sourceTree = "<group>"; };
-		602B8637386007543A214ABE /* mod.rs */ = {isa = PBXFileReference; path = mod.rs; sourceTree = "<group>"; };
-		611843AF0F8678462D70C77A /* fetchers.rs */ = {isa = PBXFileReference; path = fetchers.rs; sourceTree = "<group>"; };
-		611C8FCEE6FA8D8E99D98BD8 /* db.rs */ = {isa = PBXFileReference; path = db.rs; sourceTree = "<group>"; };
-		62C12AC6644AD4B20656DEFC /* anannas.rs */ = {isa = PBXFileReference; path = anannas.rs; sourceTree = "<group>"; };
-		64D3D6A0F366B1156603746E /* models.rs */ = {isa = PBXFileReference; path = models.rs; sourceTree = "<group>"; };
-		64D58960718CB222A9EA083C /* deepseek.rs */ = {isa = PBXFileReference; path = deepseek.rs; sourceTree = "<group>"; };
+		5777B4C3C234748F2EEE9F06 /* mod.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = mod.rs; sourceTree = "<group>"; };
+		577B5C44831AA33662865FEB /* verify.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = verify.rs; sourceTree = "<group>"; };
+		5DB8C8B3D3320FE01ABA658D /* commands.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = commands.rs; sourceTree = "<group>"; };
+		602B8637386007543A214ABE /* mod.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = mod.rs; sourceTree = "<group>"; };
+		611843AF0F8678462D70C77A /* fetchers.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = fetchers.rs; sourceTree = "<group>"; };
+		611C8FCEE6FA8D8E99D98BD8 /* db.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = db.rs; sourceTree = "<group>"; };
+		62C12AC6644AD4B20656DEFC /* anannas.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = anannas.rs; sourceTree = "<group>"; };
+		64D3D6A0F366B1156603746E /* models.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = models.rs; sourceTree = "<group>"; };
+		64D58960718CB222A9EA083C /* deepseek.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = deepseek.rs; sourceTree = "<group>"; };
+		66E93ABE0118ABC595E23848 /* dynamic_memory.rs */ = {isa = PBXFileReference; lastKnownFileType = file; path = dynamic_memory.rs; sourceTree = "<group>"; };
+		6ADED7F80442842354CE36EA /* llamacpp.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = llamacpp.rs; sourceTree = "<group>"; };
+		6BA99BCC1F6F0F767CD3287D /* lib.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = lib.rs; sourceTree = "<group>"; };
+		6CA4D65C1248A88549E272A6 /* lettuceai.app */ = {isa = PBXFileReference; explicitFileType = wrapper.application; includeInIndex = 0; path = lettuceai.app; sourceTree = BUILT_PRODUCTS_DIR; };
+		6CABC56A5640365E1918C160 /* media.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = media.rs; sourceTree = "<group>"; };
+		6F5F2F0CBA9634C742CAE843 /* tooling.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = tooling.rs; sourceTree = "<group>"; };
+		70DCEC89BCDDB9F67DC9E42B /* mod.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = mod.rs; sourceTree = "<group>"; };
+		72F64A2BD28ED5B2BFA31CB5 /* qwen.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = qwen.rs; sourceTree = "<group>"; };
+		73D92CE0B277496AADABDE91 /* mod.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = mod.rs; sourceTree = "<group>"; };
+		752F66660C46460985AA0AA4 /* service.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = service.rs; sourceTree = "<group>"; };
+		755F1DD4606B86906B444442 /* service.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = service.rs; sourceTree = "<group>"; };
+		760EE2FB42B1D88002555752 /* layout.rs */ = {isa = PBXFileReference; lastKnownFileType = file; path = layout.rs; sourceTree = "<group>"; };
+		76579CECF4801E9F2FEF5550 /* manager.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = manager.rs; sourceTree = "<group>"; };
 		7810C5D1496418A150742F57 /* CoreML.framework */ = {isa = PBXFileReference; lastKnownFileType = wrapper.framework; name = CoreML.framework; path = System/Library/Frameworks/CoreML.framework; sourceTree = SDKROOT; };
-		66E93ABE0118ABC595E23848 /* dynamic_memory.rs */ = {isa = PBXFileReference; path = dynamic_memory.rs; sourceTree = "<group>"; };
-		6ADED7F80442842354CE36EA /* llamacpp.rs */ = {isa = PBXFileReference; path = llamacpp.rs; sourceTree = "<group>"; };
-		6BA99BCC1F6F0F767CD3287D /* lib.rs */ = {isa = PBXFileReference; path = lib.rs; sourceTree = "<group>"; };
-		6CA4D65C1248A88549E272A6 /* lettuceai_iOS.app */ = {isa = PBXFileReference; includeInIndex = 0; lastKnownFileType = wrapper.application; path = lettuceai_iOS.app; sourceTree = BUILT_PRODUCTS_DIR; };
-		6CABC56A5640365E1918C160 /* media.rs */ = {isa = PBXFileReference; path = media.rs; sourceTree = "<group>"; };
-		6F5F2F0CBA9634C742CAE843 /* tooling.rs */ = {isa = PBXFileReference; path = tooling.rs; sourceTree = "<group>"; };
-		70DCEC89BCDDB9F67DC9E42B /* mod.rs */ = {isa = PBXFileReference; path = mod.rs; sourceTree = "<group>"; };
-		72F64A2BD28ED5B2BFA31CB5 /* qwen.rs */ = {isa = PBXFileReference; path = qwen.rs; sourceTree = "<group>"; };
-		73D92CE0B277496AADABDE91 /* mod.rs */ = {isa = PBXFileReference; path = mod.rs; sourceTree = "<group>"; };
-		752F66660C46460985AA0AA4 /* service.rs */ = {isa = PBXFileReference; path = service.rs; sourceTree = "<group>"; };
-		755F1DD4606B86906B444442 /* service.rs */ = {isa = PBXFileReference; path = service.rs; sourceTree = "<group>"; };
-		760EE2FB42B1D88002555752 /* layout.rs */ = {isa = PBXFileReference; path = layout.rs; sourceTree = "<group>"; };
-		76579CECF4801E9F2FEF5550 /* manager.rs */ = {isa = PBXFileReference; path = manager.rs; sourceTree = "<group>"; };
-		7A0F9D4C1FF312179D244F89 /* llama_cpp.rs */ = {isa = PBXFileReference; path = llama_cpp.rs; sourceTree = "<group>"; };
-		7DBDAACF16AED2623F279C2A /* models.rs */ = {isa = PBXFileReference; path = models.rs; sourceTree = "<group>"; };
-		7E70A4B18EFD5C5D201C895F /* lettuce_engine.rs */ = {isa = PBXFileReference; path = lettuce_engine.rs; sourceTree = "<group>"; };
-		7F813445BC22CB65728046B1 /* personas.rs */ = {isa = PBXFileReference; path = personas.rs; sourceTree = "<group>"; };
-		845AD8789EA04EE6705A1C4F /* prompts.rs */ = {isa = PBXFileReference; path = prompts.rs; sourceTree = "<group>"; };
-		867EB43104B0265783AC7361 /* lorebook.rs */ = {isa = PBXFileReference; path = lorebook.rs; sourceTree = "<group>"; };
-		872ECC3E3675127AD9947976 /* commands.rs */ = {isa = PBXFileReference; path = commands.rs; sourceTree = "<group>"; };
-		884705666523AABA466652FE /* featherless.rs */ = {isa = PBXFileReference; path = featherless.rs; sourceTree = "<group>"; };
-		884775F26FE7FF55077817D4 /* types.rs */ = {isa = PBXFileReference; path = types.rs; sourceTree = "<group>"; };
-		88D9C3DB273708334B5C2A8A /* google_gemini.rs */ = {isa = PBXFileReference; path = google_gemini.rs; sourceTree = "<group>"; };
-		89BE6C01A1CD962FFC5E5CE2 /* types.rs */ = {isa = PBXFileReference; path = types.rs; sourceTree = "<group>"; };
-		8B787BAC08F0A553B8D07D0C /* lmstudio.rs */ = {isa = PBXFileReference; path = lmstudio.rs; sourceTree = "<group>"; };
-		8D75B45D01BAE82F4F5FB398 /* mod.rs */ = {isa = PBXFileReference; path = mod.rs; sourceTree = "<group>"; };
-		8EE8F00102A30625383CC228 /* repository.rs */ = {isa = PBXFileReference; path = repository.rs; sourceTree = "<group>"; };
-		8FBF9A0EAC8134C397E6B308 /* abort_manager.rs */ = {isa = PBXFileReference; path = abort_manager.rs; sourceTree = "<group>"; };
-		9395A9B8260C167684B713F8 /* migrations.rs */ = {isa = PBXFileReference; path = migrations.rs; sourceTree = "<group>"; };
-		93E6003F8EC3BA320004B354 /* inference.rs */ = {isa = PBXFileReference; path = inference.rs; sourceTree = "<group>"; };
-		94DFFB85CDBD7CCB23F1D2D5 /* calc.rs */ = {isa = PBXFileReference; path = calc.rs; sourceTree = "<group>"; };
-		95118CBC66306BC0B9C36EF7 /* mod.rs */ = {isa = PBXFileReference; path = mod.rs; sourceTree = "<group>"; };
-		962CC705BE88F190F5DCE26E /* error.rs */ = {isa = PBXFileReference; path = error.rs; sourceTree = "<group>"; };
-		984301ABF2369D3B06A66DA4 /* request_builder.rs */ = {isa = PBXFileReference; path = request_builder.rs; sourceTree = "<group>"; };
-		98B92E6855A0A49FCB054D6E /* verify.rs */ = {isa = PBXFileReference; path = verify.rs; sourceTree = "<group>"; };
-		98C35CD74FDA556BD90192E1 /* nanogpt.rs */ = {isa = PBXFileReference; path = nanogpt.rs; sourceTree = "<group>"; };
-		99439264BBC8EC9DF7B02271 /* zai.rs */ = {isa = PBXFileReference; path = zai.rs; sourceTree = "<group>"; };
-		9B5A76290C942F422872829B /* xai.rs */ = {isa = PBXFileReference; path = xai.rs; sourceTree = "<group>"; };
-		9B94A699F1DAE67621CF93AF /* legacy.rs */ = {isa = PBXFileReference; path = legacy.rs; sourceTree = "<group>"; };
-		9F59A73FD6B3877D15DC1E5E /* usage.rs */ = {isa = PBXFileReference; path = usage.rs; sourceTree = "<group>"; };
-		A551F122701CD6A45DF826A8 /* codec.rs */ = {isa = PBXFileReference; path = codec.rs; sourceTree = "<group>"; };
-		A579624375423FDEE9E4E330 /* storage.rs */ = {isa = PBXFileReference; path = storage.rs; sourceTree = "<group>"; };
-		A8EABBE0AAFC7AC180610A15 /* helpers.rs */ = {isa = PBXFileReference; path = helpers.rs; sourceTree = "<group>"; };
-		A9512371427C9542468C5A14 /* util.rs */ = {isa = PBXFileReference; path = util.rs; sourceTree = "<group>"; };
-		AA2DB4382B41996159854369 /* openrouter.rs */ = {isa = PBXFileReference; path = openrouter.rs; sourceTree = "<group>"; };
-		AE9A9BCCDF51B00DAE3F3E04 /* custom_anthropic.rs */ = {isa = PBXFileReference; path = custom_anthropic.rs; sourceTree = "<group>"; };
-		AF0EF7D1A01DBBA1DD459DF4 /* types.rs */ = {isa = PBXFileReference; path = types.rs; sourceTree = "<group>"; };
-		B319B3CD85DAC33F61698771 /* ollama.rs */ = {isa = PBXFileReference; path = ollama.rs; sourceTree = "<group>"; };
+		7A0F9D4C1FF312179D244F89 /* llama_cpp.rs */ = {isa = PBXFileReference; lastKnownFileType = file; path = llama_cpp.rs; sourceTree = "<group>"; };
+		7DBDAACF16AED2623F279C2A /* models.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = models.rs; sourceTree = "<group>"; };
+		7E70A4B18EFD5C5D201C895F /* lettuce_engine.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = lettuce_engine.rs; sourceTree = "<group>"; };
+		7F813445BC22CB65728046B1 /* personas.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = personas.rs; sourceTree = "<group>"; };
+		845AD8789EA04EE6705A1C4F /* prompts.rs */ = {isa = PBXFileReference; lastKnownFileType = file; path = prompts.rs; sourceTree = "<group>"; };
+		867EB43104B0265783AC7361 /* lorebook.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = lorebook.rs; sourceTree = "<group>"; };
+		872ECC3E3675127AD9947976 /* commands.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = commands.rs; sourceTree = "<group>"; };
+		884705666523AABA466652FE /* featherless.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = featherless.rs; sourceTree = "<group>"; };
+		884775F26FE7FF55077817D4 /* types.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = types.rs; sourceTree = "<group>"; };
+		88D9C3DB273708334B5C2A8A /* google_gemini.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = google_gemini.rs; sourceTree = "<group>"; };
+		89BE6C01A1CD962FFC5E5CE2 /* types.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = types.rs; sourceTree = "<group>"; };
+		8B787BAC08F0A553B8D07D0C /* lmstudio.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = lmstudio.rs; sourceTree = "<group>"; };
+		8D75B45D01BAE82F4F5FB398 /* mod.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = mod.rs; sourceTree = "<group>"; };
+		8EE8F00102A30625383CC228 /* repository.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = repository.rs; sourceTree = "<group>"; };
+		8FBF9A0EAC8134C397E6B308 /* abort_manager.rs */ = {isa = PBXFileReference; lastKnownFileType = file; path = abort_manager.rs; sourceTree = "<group>"; };
+		9395A9B8260C167684B713F8 /* migrations.rs */ = {isa = PBXFileReference; lastKnownFileType = file; path = migrations.rs; sourceTree = "<group>"; };
+		93E6003F8EC3BA320004B354 /* inference.rs */ = {isa = PBXFileReference; lastKnownFileType = file; path = inference.rs; sourceTree = "<group>"; };
+		94DFFB85CDBD7CCB23F1D2D5 /* calc.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = calc.rs; sourceTree = "<group>"; };
+		95118CBC66306BC0B9C36EF7 /* mod.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = mod.rs; sourceTree = "<group>"; };
+		962CC705BE88F190F5DCE26E /* error.rs */ = {isa = PBXFileReference; lastKnownFileType = file; path = error.rs; sourceTree = "<group>"; };
+		984301ABF2369D3B06A66DA4 /* request_builder.rs */ = {isa = PBXFileReference; lastKnownFileType = file; path = request_builder.rs; sourceTree = "<group>"; };
+		98B92E6855A0A49FCB054D6E /* verify.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = verify.rs; sourceTree = "<group>"; };
+		98C35CD74FDA556BD90192E1 /* nanogpt.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = nanogpt.rs; sourceTree = "<group>"; };
+		99439264BBC8EC9DF7B02271 /* zai.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = zai.rs; sourceTree = "<group>"; };
+		9B5A76290C942F422872829B /* xai.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = xai.rs; sourceTree = "<group>"; };
+		9B94A699F1DAE67621CF93AF /* legacy.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = legacy.rs; sourceTree = "<group>"; };
+		9F59A73FD6B3877D15DC1E5E /* usage.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = usage.rs; sourceTree = "<group>"; };
+		A551F122701CD6A45DF826A8 /* codec.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = codec.rs; sourceTree = "<group>"; };
+		A579624375423FDEE9E4E330 /* storage.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = storage.rs; sourceTree = "<group>"; };
+		A8EABBE0AAFC7AC180610A15 /* helpers.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = helpers.rs; sourceTree = "<group>"; };
+		A9512371427C9542468C5A14 /* util.rs */ = {isa = PBXFileReference; lastKnownFileType = file; path = util.rs; sourceTree = "<group>"; };
+		AA2DB4382B41996159854369 /* openrouter.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = openrouter.rs; sourceTree = "<group>"; };
+		AE9A9BCCDF51B00DAE3F3E04 /* custom_anthropic.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = custom_anthropic.rs; sourceTree = "<group>"; };
+		AF0EF7D1A01DBBA1DD459DF4 /* types.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = types.rs; sourceTree = "<group>"; };
+		B319B3CD85DAC33F61698771 /* ollama.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = ollama.rs; sourceTree = "<group>"; };
 		B8A5591C6DDA9C00E5E9379B /* MetalKit.framework */ = {isa = PBXFileReference; lastKnownFileType = wrapper.framework; name = MetalKit.framework; path = System/Library/Frameworks/MetalKit.framework; sourceTree = SDKROOT; };
-		B95EE89A0D9C26BAAE4B2CCA /* mod.rs */ = {isa = PBXFileReference; path = mod.rs; sourceTree = "<group>"; };
-		B9E9D5554503051B69EA07C6 /* tests.rs */ = {isa = PBXFileReference; path = tests.rs; sourceTree = "<group>"; };
-		BA96CCE0718E197547EBBAFD /* utils.rs */ = {isa = PBXFileReference; path = utils.rs; sourceTree = "<group>"; };
-		BA9773AA7DE18765A27783D9 /* tools.rs */ = {isa = PBXFileReference; path = tools.rs; sourceTree = "<group>"; };
-		BAE6DB1982784BD3B121A66D /* prompt_engine.rs */ = {isa = PBXFileReference; path = prompt_engine.rs; sourceTree = "<group>"; };
-		BB4BD27BD7DC4BE78C355F50 /* types.rs */ = {isa = PBXFileReference; path = types.rs; sourceTree = "<group>"; };
-		BEE4E6A32A3DAAC3B34C50CB /* types.rs */ = {isa = PBXFileReference; path = types.rs; sourceTree = "<group>"; };
-		C26CCE7ED0EC2424E3CCFE4A /* mod.rs */ = {isa = PBXFileReference; path = mod.rs; sourceTree = "<group>"; };
-		C357DC4283DA15BBAB461DF7 /* pricing_cache.rs */ = {isa = PBXFileReference; path = pricing_cache.rs; sourceTree = "<group>"; };
-		C42B81A61BEA488E11B7921D /* tokenizer.rs */ = {isa = PBXFileReference; path = tokenizer.rs; sourceTree = "<group>"; };
-		C620306DF277A99720330848 /* adversarial_corpus.rs */ = {isa = PBXFileReference; path = adversarial_corpus.rs; sourceTree = "<group>"; };
+		B95EE89A0D9C26BAAE4B2CCA /* mod.rs */ = {isa = PBXFileReference; lastKnownFileType = file; path = mod.rs; sourceTree = "<group>"; };
+		B9E9D5554503051B69EA07C6 /* tests.rs */ = {isa = PBXFileReference; lastKnownFileType = file; path = tests.rs; sourceTree = "<group>"; };
+		BA96CCE0718E197547EBBAFD /* utils.rs */ = {isa = PBXFileReference; lastKnownFileType = file; path = utils.rs; sourceTree = "<group>"; };
+		BA9773AA7DE18765A27783D9 /* tools.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = tools.rs; sourceTree = "<group>"; };
+		BAE6DB1982784BD3B121A66D /* prompt_engine.rs */ = {isa = PBXFileReference; lastKnownFileType = file; path = prompt_engine.rs; sourceTree = "<group>"; };
+		BB4BD27BD7DC4BE78C355F50 /* types.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = types.rs; sourceTree = "<group>"; };
+		BEE4E6A32A3DAAC3B34C50CB /* types.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = types.rs; sourceTree = "<group>"; };
+		C26CCE7ED0EC2424E3CCFE4A /* mod.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = mod.rs; sourceTree = "<group>"; };
+		C357DC4283DA15BBAB461DF7 /* pricing_cache.rs */ = {isa = PBXFileReference; lastKnownFileType = file; path = pricing_cache.rs; sourceTree = "<group>"; };
+		C42B81A61BEA488E11B7921D /* tokenizer.rs */ = {isa = PBXFileReference; lastKnownFileType = file; path = tokenizer.rs; sourceTree = "<group>"; };
+		C620306DF277A99720330848 /* adversarial_corpus.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = adversarial_corpus.rs; sourceTree = "<group>"; };
 		C6D4E20F2C01A14B34CC71ED /* main.mm */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.cpp.objcpp; path = main.mm; sourceTree = "<group>"; };
-		C7DCF28D9C936E95BC36A6CB /* google_gemini.rs */ = {isa = PBXFileReference; path = google_gemini.rs; sourceTree = "<group>"; };
-		CB76864C5E65313AC7BE1902 /* db.rs */ = {isa = PBXFileReference; path = db.rs; sourceTree = "<group>"; };
-		CC7A8225458C68E4765A7F31 /* openai.rs */ = {isa = PBXFileReference; path = openai.rs; sourceTree = "<group>"; };
+		C7DCF28D9C936E95BC36A6CB /* google_gemini.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = google_gemini.rs; sourceTree = "<group>"; };
+		CB76864C5E65313AC7BE1902 /* db.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = db.rs; sourceTree = "<group>"; };
+		CC7A8225458C68E4765A7F31 /* openai.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = openai.rs; sourceTree = "<group>"; };
 		D0F512DF9E56940B42EB43D6 /* Metal.framework */ = {isa = PBXFileReference; lastKnownFileType = wrapper.framework; name = Metal.framework; path = System/Library/Frameworks/Metal.framework; sourceTree = SDKROOT; };
-		D2006595F279C6E31E33828B /* engine.rs */ = {isa = PBXFileReference; path = engine.rs; sourceTree = "<group>"; };
+		D2006595F279C6E31E33828B /* engine.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = engine.rs; sourceTree = "<group>"; };
 		D4114DD431E2EE2E5B0CBB54 /* bindings.h */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.c.h; path = bindings.h; sourceTree = "<group>"; };
-		D4648FEC847C910BE7022827 /* mod.rs */ = {isa = PBXFileReference; path = mod.rs; sourceTree = "<group>"; };
-		D4C1F10B03B87E69BEF473D6 /* group_sessions.rs */ = {isa = PBXFileReference; path = group_sessions.rs; sourceTree = "<group>"; };
-		D5A54EE06694B7C7BB93509D /* cost.rs */ = {isa = PBXFileReference; path = cost.rs; sourceTree = "<group>"; };
-		D80BE835E38B952AA9F57F66 /* chatpkg.rs */ = {isa = PBXFileReference; path = chatpkg.rs; sourceTree = "<group>"; };
-		D81958AE356B6D08325A03FB /* dictionary.rs */ = {isa = PBXFileReference; path = dictionary.rs; sourceTree = "<group>"; };
-		D9261EF339D3D3C6E8909203 /* commands.rs */ = {isa = PBXFileReference; path = commands.rs; sourceTree = "<group>"; };
-		DBED60FFD6FF62831A13B660 /* mod.rs */ = {isa = PBXFileReference; path = mod.rs; sourceTree = "<group>"; };
-		DF338AB17002F3F49D9EED88 /* protocol.rs */ = {isa = PBXFileReference; path = protocol.rs; sourceTree = "<group>"; };
-		E1323CF313D0C4832F7B54B1 /* providers.rs */ = {isa = PBXFileReference; path = providers.rs; sourceTree = "<group>"; };
-		E13D25B6C1E033312A4A2035 /* commands.rs */ = {isa = PBXFileReference; path = commands.rs; sourceTree = "<group>"; };
-		E2C2BB33BB8BC26F92C6A45A /* audio_cache.rs */ = {isa = PBXFileReference; path = audio_cache.rs; sourceTree = "<group>"; };
-		E67DFF663BACB597D278C07F /* moonshot.rs */ = {isa = PBXFileReference; path = moonshot.rs; sourceTree = "<group>"; };
-		E78C0F87BE7A64DA597BD57A /* storage.rs */ = {isa = PBXFileReference; path = storage.rs; sourceTree = "<group>"; };
-		EBD3FE45C1ABABED7ADF6C08 /* main.rs */ = {isa = PBXFileReference; path = main.rs; sourceTree = "<group>"; };
+		D4648FEC847C910BE7022827 /* mod.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = mod.rs; sourceTree = "<group>"; };
+		D4C1F10B03B87E69BEF473D6 /* group_sessions.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = group_sessions.rs; sourceTree = "<group>"; };
+		D5A54EE06694B7C7BB93509D /* cost.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = cost.rs; sourceTree = "<group>"; };
+		D80BE835E38B952AA9F57F66 /* chatpkg.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = chatpkg.rs; sourceTree = "<group>"; };
+		D81958AE356B6D08325A03FB /* dictionary.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = dictionary.rs; sourceTree = "<group>"; };
+		D9261EF339D3D3C6E8909203 /* commands.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = commands.rs; sourceTree = "<group>"; };
+		DBED60FFD6FF62831A13B660 /* mod.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = mod.rs; sourceTree = "<group>"; };
+		DF338AB17002F3F49D9EED88 /* protocol.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = protocol.rs; sourceTree = "<group>"; };
+		E1323CF313D0C4832F7B54B1 /* providers.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = providers.rs; sourceTree = "<group>"; };
+		E13D25B6C1E033312A4A2035 /* commands.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = commands.rs; sourceTree = "<group>"; };
+		E2C2BB33BB8BC26F92C6A45A /* audio_cache.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = audio_cache.rs; sourceTree = "<group>"; };
+		E67DFF663BACB597D278C07F /* moonshot.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = moonshot.rs; sourceTree = "<group>"; };
+		E78C0F87BE7A64DA597BD57A /* storage.rs */ = {isa = PBXFileReference; lastKnownFileType = file; path = storage.rs; sourceTree = "<group>"; };
+		EBD3FE45C1ABABED7ADF6C08 /* main.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = main.rs; sourceTree = "<group>"; };
 		ECDA793A6C316A44A47FCFA9 /* assets */ = {isa = PBXFileReference; lastKnownFileType = folder; path = assets; sourceTree = SOURCE_ROOT; };
-		F2D527097AD5A5DB9FF72D18 /* mod.rs */ = {isa = PBXFileReference; path = mod.rs; sourceTree = "<group>"; };
-		F4AD1CB9366DA37EB0685DEA /* commands.rs */ = {isa = PBXFileReference; path = commands.rs; sourceTree = "<group>"; };
-		F603984828E675D93A4D7115 /* request.rs */ = {isa = PBXFileReference; path = request.rs; sourceTree = "<group>"; };
-		F610B28C4F6C6239BBBA82B2 /* types.rs */ = {isa = PBXFileReference; path = types.rs; sourceTree = "<group>"; };
-		F6D3F50D510CAEA4B1B6321D /* discovery.rs */ = {isa = PBXFileReference; path = discovery.rs; sourceTree = "<group>"; };
-		FA0FD1A0FD74C99D5D3B1FBE /* tracking.rs */ = {isa = PBXFileReference; path = tracking.rs; sourceTree = "<group>"; };
-		FB5B4A53B0706C08CC8D875E /* mod.rs */ = {isa = PBXFileReference; path = mod.rs; sourceTree = "<group>"; };
+		F2D527097AD5A5DB9FF72D18 /* mod.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = mod.rs; sourceTree = "<group>"; };
+		F4AD1CB9366DA37EB0685DEA /* commands.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = commands.rs; sourceTree = "<group>"; };
+		F603984828E675D93A4D7115 /* request.rs */ = {isa = PBXFileReference; lastKnownFileType = file; path = request.rs; sourceTree = "<group>"; };
+		F610B28C4F6C6239BBBA82B2 /* types.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = types.rs; sourceTree = "<group>"; };
+		F6D3F50D510CAEA4B1B6321D /* discovery.rs */ = {isa = PBXFileReference; lastKnownFileType = file; path = discovery.rs; sourceTree = "<group>"; };
+		FA0FD1A0FD74C99D5D3B1FBE /* tracking.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = tracking.rs; sourceTree = "<group>"; };
+		FB5B4A53B0706C08CC8D875E /* mod.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = mod.rs; sourceTree = "<group>"; };
 		FCBD1EBBC0CD23CC2651D267 /* LaunchScreen.storyboard */ = {isa = PBXFileReference; lastKnownFileType = file.storyboard; path = LaunchScreen.storyboard; sourceTree = "<group>"; };
-		FD4B6E1EF2FEC665E5592AE0 /* logger.rs */ = {isa = PBXFileReference; path = logger.rs; sourceTree = "<group>"; };
+		FD4B6E1EF2FEC665E5592AE0 /* logger.rs */ = {isa = PBXFileReference; lastKnownFileType = file; path = logger.rs; sourceTree = "<group>"; };
 		FE4323449C206F4848BF21AB /* QuartzCore.framework */ = {isa = PBXFileReference; lastKnownFileType = wrapper.framework; name = QuartzCore.framework; path = System/Library/Frameworks/QuartzCore.framework; sourceTree = SDKROOT; };
-		FE6175C9E56353B8A26C9407 /* serde_utils.rs */ = {isa = PBXFileReference; path = serde_utils.rs; sourceTree = "<group>"; };
-		FF2639E027D4BE5A96268339 /* chutes.rs */ = {isa = PBXFileReference; path = chutes.rs; sourceTree = "<group>"; };
+		FE6175C9E56353B8A26C9407 /* serde_utils.rs */ = {isa = PBXFileReference; lastKnownFileType = file; path = serde_utils.rs; sourceTree = "<group>"; };
+		FF2639E027D4BE5A96268339 /* chutes.rs */ = {isa = PBXFileReference; lastKnownFileType = text; path = chutes.rs; sourceTree = "<group>"; };
 /* End PBXFileReference section */
 
 /* Begin PBXFrameworksBuildPhase section */
@@ -458,7 +458,7 @@
 		94AB491CDA07C4AFC86C6DC8 /* Products */ = {
 			isa = PBXGroup;
 			children = (
-				6CA4D65C1248A88549E272A6 /* lettuceai_iOS.app */,
+				6CA4D65C1248A88549E272A6 /* lettuceai.app */,
 			);
 			name = Products;
 			sourceTree = "<group>";
@@ -586,7 +586,7 @@
 			packageProductDependencies = (
 			);
 			productName = lettuceai_iOS;
-			productReference = 6CA4D65C1248A88549E272A6 /* lettuceai_iOS.app */;
+			productReference = 6CA4D65C1248A88549E272A6 /* lettuceai.app */;
 			productType = "com.apple.product-type.application";
 		};
 /* End PBXNativeTarget section */
@@ -596,7 +596,7 @@
 			isa = PBXProject;
 			attributes = {
 				BuildIndependentTargetsInParallel = YES;
-				LastUpgradeCheck = 1430;
+				LastUpgradeCheck = 1610;
 			};
 			buildConfigurationList = 1D606EF4D10D0DFE86842D6A /* Build configuration list for PBXProject "lettuceai" */;
 			compatibilityVersion = "Xcode 14.0";
@@ -608,7 +608,6 @@
 			);
 			mainGroup = 549683DCDC401B7E3EAC7D5D;
 			minimizedProjectReferenceProxies = 1;
-			preferredProjectObjectVersion = 77;
 			projectDirPath = "";
 			projectRoot = "";
 			targets = (
@@ -669,10 +668,6 @@
 		0D8502F50A41493462DA78AF /* release */ = {
 			isa = XCBuildConfiguration;
 			buildSettings = {
-				ALWAYS_EMBED_SWIFT_STANDARD_LIBRARIES = YES;
-				ARCHS = (
-					arm64,
-				);
 				ASSETCATALOG_COMPILER_APPICON_NAME = AppIcon;
 				CODE_SIGN_ENTITLEMENTS = lettuceai_iOS/lettuceai_iOS.entitlements;
 				CODE_SIGN_IDENTITY = "iPhone Developer";
@@ -687,10 +682,22 @@
 					"$(inherited)",
 					"@executable_path/Frameworks",
 				);
-				"LIBRARY_SEARCH_PATHS[arch=arm64]" = "$(inherited) $(PROJECT_DIR)/Externals/arm64/$(CONFIGURATION) $(SDKROOT)/usr/lib/swift $(TOOLCHAIN_DIR)/usr/lib/swift/$(PLATFORM_NAME) $(TOOLCHAIN_DIR)/usr/lib/swift-5.0/$(PLATFORM_NAME)";
-				"LIBRARY_SEARCH_PATHS[arch=x86_64]" = "$(inherited) $(PROJECT_DIR)/Externals/x86_64/$(CONFIGURATION) $(SDKROOT)/usr/lib/swift $(TOOLCHAIN_DIR)/usr/lib/swift/$(PLATFORM_NAME) $(TOOLCHAIN_DIR)/usr/lib/swift-5.0/$(PLATFORM_NAME)";
+				"LIBRARY_SEARCH_PATHS[arch=arm64]" = (
+					"$(inherited)",
+					"$(PROJECT_DIR)/Externals/arm64/$(CONFIGURATION)",
+					"$(SDKROOT)/usr/lib/swift",
+					"$(TOOLCHAIN_DIR)/usr/lib/swift/$(PLATFORM_NAME)",
+					"$(TOOLCHAIN_DIR)/usr/lib/swift-5.0/$(PLATFORM_NAME)",
+				);
+				"LIBRARY_SEARCH_PATHS[arch=x86_64]" = (
+					"$(inherited)",
+					"$(PROJECT_DIR)/Externals/x86_64/$(CONFIGURATION)",
+					"$(SDKROOT)/usr/lib/swift",
+					"$(TOOLCHAIN_DIR)/usr/lib/swift/$(PLATFORM_NAME)",
+					"$(TOOLCHAIN_DIR)/usr/lib/swift-5.0/$(PLATFORM_NAME)",
+				);
 				PRODUCT_BUNDLE_IDENTIFIER = com.lettuceai.app;
-				PRODUCT_NAME = lettuceai;
+				PRODUCT_NAME = "lettuceai";
 				SDKROOT = iphoneos;
 				TARGETED_DEVICE_FAMILY = "1,2";
 				VALID_ARCHS = arm64;
@@ -734,6 +741,7 @@
 				DEBUG_INFORMATION_FORMAT = dwarf;
 				ENABLE_STRICT_OBJC_MSGSEND = YES;
 				ENABLE_TESTABILITY = YES;
+				ENABLE_USER_SCRIPT_SANDBOXING = NO;
 				GCC_C_LANGUAGE_STANDARD = gnu11;
 				GCC_DYNAMIC_NO_PIC = NO;
 				GCC_NO_COMMON_BLOCKS = YES;
@@ -763,10 +771,6 @@
 		B4A435135063DFE9A5C11B15 /* debug */ = {
 			isa = XCBuildConfiguration;
 			buildSettings = {
-				ALWAYS_EMBED_SWIFT_STANDARD_LIBRARIES = YES;
-				ARCHS = (
-					arm64,
-				);
 				ASSETCATALOG_COMPILER_APPICON_NAME = AppIcon;
 				CODE_SIGN_ENTITLEMENTS = lettuceai_iOS/lettuceai_iOS.entitlements;
 				CODE_SIGN_IDENTITY = "iPhone Developer";
@@ -781,10 +785,22 @@
 					"$(inherited)",
 					"@executable_path/Frameworks",
 				);
-				"LIBRARY_SEARCH_PATHS[arch=arm64]" = "$(inherited) $(PROJECT_DIR)/Externals/arm64/$(CONFIGURATION) $(SDKROOT)/usr/lib/swift $(TOOLCHAIN_DIR)/usr/lib/swift/$(PLATFORM_NAME) $(TOOLCHAIN_DIR)/usr/lib/swift-5.0/$(PLATFORM_NAME)";
-				"LIBRARY_SEARCH_PATHS[arch=x86_64]" = "$(inherited) $(PROJECT_DIR)/Externals/x86_64/$(CONFIGURATION) $(SDKROOT)/usr/lib/swift $(TOOLCHAIN_DIR)/usr/lib/swift/$(PLATFORM_NAME) $(TOOLCHAIN_DIR)/usr/lib/swift-5.0/$(PLATFORM_NAME)";
+				"LIBRARY_SEARCH_PATHS[arch=arm64]" = (
+					"$(inherited)",
+					"$(PROJECT_DIR)/Externals/arm64/$(CONFIGURATION)",
+					"$(SDKROOT)/usr/lib/swift",
+					"$(TOOLCHAIN_DIR)/usr/lib/swift/$(PLATFORM_NAME)",
+					"$(TOOLCHAIN_DIR)/usr/lib/swift-5.0/$(PLATFORM_NAME)",
+				);
+				"LIBRARY_SEARCH_PATHS[arch=x86_64]" = (
+					"$(inherited)",
+					"$(PROJECT_DIR)/Externals/x86_64/$(CONFIGURATION)",
+					"$(SDKROOT)/usr/lib/swift",
+					"$(TOOLCHAIN_DIR)/usr/lib/swift/$(PLATFORM_NAME)",
+					"$(TOOLCHAIN_DIR)/usr/lib/swift-5.0/$(PLATFORM_NAME)",
+				);
 				PRODUCT_BUNDLE_IDENTIFIER = com.lettuceai.app;
-				PRODUCT_NAME = lettuceai;
+				PRODUCT_NAME = "lettuceai";
 				SDKROOT = iphoneos;
 				TARGETED_DEVICE_FAMILY = "1,2";
 				VALID_ARCHS = arm64;
@@ -828,6 +844,7 @@
 				DEBUG_INFORMATION_FORMAT = "dwarf-with-dsym";
 				ENABLE_NS_ASSERTIONS = NO;
 				ENABLE_STRICT_OBJC_MSGSEND = YES;
+				ENABLE_USER_SCRIPT_SANDBOXING = NO;
 				GCC_C_LANGUAGE_STANDARD = gnu11;
 				GCC_NO_COMMON_BLOCKS = YES;
 				GCC_WARN_64_TO_32_BIT_CONVERSION = YES;
diff --git a/src-tauri/src/embedding/benchmark.rs b/src-tauri/src/embedding/benchmark.rs
index 92600f83..88e27812 100644
--- a/src-tauri/src/embedding/benchmark.rs
+++ b/src-tauri/src/embedding/benchmark.rs
@@ -2,6 +2,7 @@ use super::*;
 use crate::utils::log_info;
 use ort::session::{builder::GraphOptimizationLevel, Session};
 use std::collections::HashMap;
+use std::fs;
 use std::path::{Path, PathBuf};
 use tokenizers::Tokenizer;
 
@@ -198,6 +199,18 @@ pub async fn run_embedding_dev_benchmark(app: AppHandle) -> Result<DevBenchmarkR
                  model_path: PathBuf,
                  tokenizer_path: PathBuf|
                  -> Result<(BenchmarkVariantResult, HashMap<String, f32>), String> {
+                    let model_bytes = fs::read(&model_path).map_err(|e| {
+                        crate::utils::err_msg(
+                            module_path!(),
+                            line!(),
+                            format!(
+                                "Failed to read {} model {}: {}",
+                                version,
+                                model_path.display(),
+                                e
+                            ),
+                        )
+                    })?;
                     let mut session = Session::builder()
                         .map_err(|e| {
                             crate::utils::err_msg(
@@ -214,7 +227,7 @@ pub async fn run_embedding_dev_benchmark(app: AppHandle) -> Result<DevBenchmarkR
                                 format!("Failed to set {} optimization level: {}", version, e),
                             )
                         })?
-                        .commit_from_file(&model_path)
+                        .commit_from_memory(&model_bytes)
                         .map_err(|e| {
                             crate::utils::err_msg(
                                 module_path!(),
diff --git a/src-tauri/src/embedding/inference.rs b/src-tauri/src/embedding/inference.rs
index a0a850bf..ef491af7 100644
--- a/src-tauri/src/embedding/inference.rs
+++ b/src-tauri/src/embedding/inference.rs
@@ -350,7 +350,14 @@ fn create_runtime(
     #[cfg(not(any(target_os = "ios", target_os = "macos")))]
     let session_builder = create_base_session_builder()?;
 
-    let session = session_builder.commit_from_file(model_path).map_err(|e| {
+    let model_bytes = fs::read(model_path).map_err(|e| {
+        crate::utils::err_msg(
+            module_path!(),
+            line!(),
+            format!("Failed to read model file {}: {}", model_path.display(), e),
+        )
+    })?;
+    let session = session_builder.commit_from_memory(&model_bytes).map_err(|e| {
         crate::utils::err_msg(
             module_path!(),
             line!(),
@@ -571,6 +578,13 @@ pub async fn initialize_embedding_model(app: AppHandle) -> Result<(), String> {
         return Ok(());
     }
 
+    let model_bytes = fs::read(&model_path).map_err(|e| {
+        crate::utils::err_msg(
+            module_path!(),
+            line!(),
+            format!("Failed to read {} model {}: {}", version_label, model_path.display(), e),
+        )
+    })?;
     let _session = Session::builder()
         .map_err(|e| {
             crate::utils::err_msg(
@@ -587,7 +601,7 @@ pub async fn initialize_embedding_model(app: AppHandle) -> Result<(), String> {
                 format!("Failed to set optimization level: {}", e),
             )
         })?
-        .commit_from_file(&model_path)
+        .commit_from_memory(&model_bytes)
         .map_err(|e| {
             crate::utils::err_msg(
                 module_path!(),
diff --git a/src-tauri/src/embedding/tests.rs b/src-tauri/src/embedding/tests.rs
index a7ff0d69..2b71b3dd 100644
--- a/src-tauri/src/embedding/tests.rs
+++ b/src-tauri/src/embedding/tests.rs
@@ -1,6 +1,7 @@
 use super::*;
 use crate::utils::{log_error, log_info};
 use ort::session::{builder::GraphOptimizationLevel, Session};
+use std::fs;
 use tauri::Emitter;
 use tokenizers::Tokenizer;
 use tokio::time::{timeout, Duration};
@@ -135,6 +136,13 @@ pub async fn run_embedding_test(app: AppHandle) -> Result<TestResult, String> {
 
         log_info(&app_for_test, "embedding_test", "ort initialized");
 
+        let model_bytes = fs::read(&model_path).map_err(|e| {
+            crate::utils::err_msg(
+                module_path!(),
+                line!(),
+                format!("Failed to read {} model {}: {}", version_label, model_path.display(), e),
+            )
+        })?;
         let mut session = Session::builder()
             .map_err(|e| {
                 crate::utils::err_msg(
@@ -151,7 +159,7 @@ pub async fn run_embedding_test(app: AppHandle) -> Result<TestResult, String> {
                     format!("Failed to set optimization level: {}", e),
                 )
             })?
-            .commit_from_file(&model_path)
+            .commit_from_memory(&model_bytes)
             .map_err(|e| {
                 crate::utils::err_msg(
                     module_path!(),