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Feature/tool calling parser improvements #296

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409c108
feat: Add tool calling support with C++ as single source of truth
jmakwana06 Jan 25, 2026
e1b806e
fix: Address code review feedback
jmakwana06 Jan 25, 2026
cc577cf
fixes
shubhammalhotra28 Jan 25, 2026
1f1b42a
adding tab - to just see what's happenin when doing tool call - will …
shubhammalhotra28 Jan 25, 2026
65474bd
dordahs
shubhammalhotra28 Jan 25, 2026
c417ab4
fix(tool-calling): parser improvements and non-streaming fix
shubhammalhotra28 Jan 25, 2026
1105b10
poc
shubhammalhotra28 Jan 26, 2026
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Binary file modified examples/react-native/RunAnywhereAI/.yarn/install-state.gz
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7 changes: 7 additions & 0 deletions examples/react-native/RunAnywhereAI/App.tsx
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Original file line number Diff line number Diff line change
Expand Up @@ -132,6 +132,13 @@ const App: React.FC = () => {
url: 'https://huggingface.co/Triangle104/Qwen2.5-0.5B-Instruct-Q6_K-GGUF/resolve/main/qwen2.5-0.5b-instruct-q6_k.gguf',
memoryRequirement: 600_000_000,
});
// Llama 3.2 3B - Ideal for tool calling on mobile (3B params, ~1.8GB)
await LlamaCPP.addModel({
id: 'llama-3.2-3b-instruct-q4_k_m',
name: 'Llama 3.2 3B Instruct Q4_K_M (Tool Calling)',
url: 'https://huggingface.co/bartowski/Llama-3.2-3B-Instruct-GGUF/resolve/main/Llama-3.2-3B-Instruct-Q4_K_M.gguf',
memoryRequirement: 2_000_000_000,
});
await LlamaCPP.addModel({
id: 'lfm2-350m-q4_k_m',
name: 'LiquidAI LFM2 350M Q4_K_M',
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4 changes: 2 additions & 2 deletions examples/react-native/RunAnywhereAI/ios/RunAnywhereAI.xcodeproj/project.pbxproj
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Original file line number Diff line number Diff line change
Expand Up @@ -476,7 +476,7 @@
ASSETCATALOG_COMPILER_APPICON_NAME = AppIcon;
CLANG_ENABLE_MODULES = YES;
CURRENT_PROJECT_VERSION = 1;
DEVELOPMENT_TEAM = AFAL2647U9;
DEVELOPMENT_TEAM = L86FH3K93L;
ENABLE_BITCODE = NO;
INFOPLIST_FILE = RunAnywhereAI/Info.plist;
LD_RUNPATH_SEARCH_PATHS = (
Expand Down Expand Up @@ -505,7 +505,7 @@
ASSETCATALOG_COMPILER_APPICON_NAME = AppIcon;
CLANG_ENABLE_MODULES = YES;
CURRENT_PROJECT_VERSION = 1;
DEVELOPMENT_TEAM = AFAL2647U9;
DEVELOPMENT_TEAM = L86FH3K93L;
INFOPLIST_FILE = RunAnywhereAI/Info.plist;
LD_RUNPATH_SEARCH_PATHS = (
"$(inherited)",
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8 changes: 4 additions & 4 deletions examples/react-native/RunAnywhereAI/ios/RunAnywhereAI/PrivacyInfo.xcprivacy
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Original file line number Diff line number Diff line change
Expand Up @@ -6,18 +6,18 @@
<array>
<dict>
<key>NSPrivacyAccessedAPIType</key>
<string>NSPrivacyAccessedAPICategoryUserDefaults</string>
<string>NSPrivacyAccessedAPICategoryFileTimestamp</string>
<key>NSPrivacyAccessedAPITypeReasons</key>
<array>
<string>CA92.1</string>
<string>C617.1</string>
</array>
</dict>
<dict>
<key>NSPrivacyAccessedAPIType</key>
<string>NSPrivacyAccessedAPICategoryFileTimestamp</string>
<string>NSPrivacyAccessedAPICategoryUserDefaults</string>
<key>NSPrivacyAccessedAPITypeReasons</key>
<array>
<string>C617.1</string>
<string>CA92.1</string>
</array>
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⚠️ Potential issue | 🟠 Major

🧩 Analysis chain

🏁 Script executed:

#!/bin/bash
# Find iOS source files in the project
echo "=== Finding iOS source files ==="
find examples/react-native/RunAnywhereAI/ios -type f \( -name "*.swift" -o -name "*.m" -o -name "*.mm" -o -name "*.h" \) | head -20

echo -e "\n=== Looking for UserDefaults usage ==="
rg -n --type=swift --type=objc --type=mm '\bUserDefaults\b|\bNSUserDefaults\b' examples/react-native/RunAnywhereAI/ios -C2

echo -e "\n=== Looking for file timestamp access patterns ==="
rg -n --type=swift --type=objc --type=mm -E 'FileManager|attributesOfItemAtPath|contentModificationDateKey|NSFileModificationDate|stat\(|fstat\(|getattrlist' examples/react-native/RunAnywhereAI/ios -C2

echo -e "\n=== Examining PrivacyInfo.xcprivacy file ==="
cat examples/react-native/RunAnywhereAI/ios/RunAnywhereAI/PrivacyInfo.xcprivacy

Repository: RunanywhereAI/runanywhere-sdks

Length of output: 1695

🏁 Script executed:

#!/bin/bash
echo "=== Examining NativeAudioModule.swift ==="
cat examples/react-native/RunAnywhereAI/ios/RunAnywhereAI/NativeAudioModule.swift

echo -e "\n=== Examining NativeAudioModule.m ==="
cat examples/react-native/RunAnywhereAI/ios/RunAnywhereAI/NativeAudioModule.m

echo -e "\n=== Examining AppDelegate.swift ==="
cat examples/react-native/RunAnywhereAI/ios/RunAnywhereAI/AppDelegate.swift

Repository: RunanywhereAI/runanywhere-sdks

Length of output: 13260

Remove unused privacy API declarations: UserDefaults and SystemBootTime.

The codebase only uses FileManager.attributesOfItem(atPath:) for file timestamp access, which correctly matches the NSPrivacyAccessedAPICategoryFileTimestamp declaration. However, the NSPrivacyAccessedAPICategoryUserDefaults and NSPrivacyAccessedAPICategorySystemBootTime entries have no corresponding API usage in the code. Declaring unused APIs can trigger App Store review rejection. Remove these two unused entries and keep only the FileTimestamp declaration.

🤖 Prompt for AI Agents 
In `@examples/react-native/RunAnywhereAI/ios/RunAnywhereAI/PrivacyInfo.xcprivacy`
around lines 7 - 21, Remove the unused privacy API declarations by deleting the
<dict> entries for NSPrivacyAccessedAPICategoryUserDefaults and
NSPrivacyAccessedAPICategorySystemBootTime from PrivacyInfo.xcprivacy, leaving
only the NSPrivacyAccessedAPICategoryFileTimestamp declaration which corresponds
to the actual usage (FileManager.attributesOfItem(atPath:)); ensure the
remaining plist structure (keys like NSPrivacyAccessedAPIType and
NSPrivacyAccessedAPITypeReasons) stays valid and well-formed after removal.

</dict>
<dict>
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3 changes: 2 additions & 1 deletion examples/react-native/RunAnywhereAI/package.json
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Original file line number Diff line number Diff line change
Expand Up @@ -17,6 +17,7 @@
"clean": "watchman watch-del-all && rm -rf node_modules && rm -rf ios/Pods && npm install && cd ios && pod install"
},
"dependencies": {
"@react-native-async-storage/async-storage": "^2.2.0",
"@react-navigation/bottom-tabs": "^7.8.11",
"@react-navigation/native": "^7.1.24",
"@react-navigation/native-stack": "^7.8.5",
Expand All @@ -32,12 +33,12 @@
"react-native-nitro-modules": "^0.31.10",
"react-native-permissions": "^5.4.4",
"react-native-reanimated": "~4.2.1",
"react-native-worklets": "0.7.1",
"react-native-safe-area-context": "~5.6.2",
"react-native-screens": "~4.19.0",
"react-native-sound": "^0.13.0",
"react-native-tts": "^4.1.1",
"react-native-vector-icons": "^10.1.0",
"react-native-worklets": "0.7.1",
"react-native-zip-archive": "^6.1.2",
"rn-fetch-blob": "^0.12.0",
"zustand": "^5.0.0"
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