Owner

RunanywhereAI

5 indexed repositories · View on GitHub

runanywhere-sdks
Production ready toolkit to run AI locally

C++ · 10297 stars
wally
Get up and running with GLM-5.3-flash, DeepSeek, Qwen, Gemma and other open source frontier models.

C++ · 1546 stars
on-device-browser-agent
On-device AI browser automation using WebLLM. No cloud, no API keys, fully private.

TypeScript · 303 stars
runanywhere-android

Kotlin · 11 stars
runanywhere-electron
RunAnywhere AI — Electron desktop app. On-device LLM, VLM, STT, TTS, VAD and RAG via the RunAnywhere SDK.

TypeScript · 2 stars

Beginner friendly Everything

Open All

Swift SDK fails to compile under Xcode 27 / iOS 27 SDK: AVAudioPlayerDelegate is now @MainActor Open

Difficulty 2/5 1-3 hours Newbie friendliness 88/100

RunanywhereAI/runanywhere-sdks#953 · Opened Sep 16, 2026
Web Search for claude code throws a classifier unavailable error on auto mode Open

Difficulty 4/5 3-5 days Newbie friendliness 38/100

RunanywhereAI/wally#114 · 1 comment · Opened Sep 15, 2026
wally --update Open

RunanywhereAI/wally#113 · 1 comment · 1 assignee · Opened Sep 15, 2026
Qualify cloud lifecycle telemetry alongside existing SDK events Open

P2 post-mvp question

Difficulty 5/5 Over a week Newbie friendliness 35/100

RunanywhereAI/wally#102 · Opened Sep 13, 2026
Define safe uninstall and retained-model cleanup for Wally Open

enhancement P2 post-mvp

Difficulty 5/5 Over a week Newbie friendliness 35/100

RunanywhereAI/wally#101 · Opened Sep 13, 2026
Align CLI documentation with shipped installers and model IDs Open

documentation P2 post-mvp

Difficulty 4/5 3-5 days Newbie friendliness 55/100

RunanywhereAI/wally#100 · Opened Sep 13, 2026
Define reasoning and cached-token translation for cloud harness adapters Open

enhancement P2 post-mvp

Difficulty 5/5 Over a week Newbie friendliness 38/100

RunanywhereAI/wally#99 · Opened Sep 13, 2026
Expose an explicit hosted-model catalog in CLI model discovery Open

enhancement P2 post-mvp

Difficulty 4/5 3-5 days Newbie friendliness 45/100

RunanywhereAI/wally#98 · Opened Sep 13, 2026
Evaluate optional local PII masking before cloud inference Open

enhancement P2 post-mvp

Difficulty 5/5 Over a week Newbie friendliness 35/100

RunanywhereAI/wally#97 · Opened Sep 13, 2026
Design explicit opt-in automatic local/cloud routing after MVP Open

enhancement P2 post-mvp

Difficulty 5/5 Over a week Newbie friendliness 35/100

RunanywhereAI/wally#96 · Opened Sep 13, 2026
Track additional integrations with existing coding and agent tools Open

enhancement P2 post-mvp

Difficulty 5/5 Over a week Newbie friendliness 35/100

RunanywhereAI/wally#95 · Opened Sep 13, 2026
Keep JetBrains streaming overload errors out of assistant output Open

bug P1 release-blocker

RunanywhereAI/wally#86 · 1 assignee · Opened Sep 12, 2026
Reject incomplete upstream SSE instead of emitting message_stop Open

bug P1 release-blocker

RunanywhereAI/wally#84 · 3 comments · 2 assignees · Opened Sep 12, 2026
Preserve HTTP overload status and Retry-After through streaming shim Open

bug P1 release-blocker

RunanywhereAI/wally#83 · 3 comments · 2 assignees · Opened Sep 12, 2026
Call the cancel endpoint eagerly when the editor abandons a stream Open

P1 release-blocker

RunanywhereAI/wally#81 · 7 comments · 3 assignees · Opened Sep 12, 2026
Anthropic shim opens a new TLS connection for every request (~541 ms per turn) Open

important P2

Difficulty 4/5 3-5 days Newbie friendliness 55/100

RunanywhereAI/wally#80 · 3 comments · Opened Sep 12, 2026
you guys are the best but please I downloaded the app via play store very good and I have.gguf models I already downloaded and they are large and I don't want to redownload again.please if you could just add import from local storageor make model storage folder path accessible without root.please i would be very grateful. Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

RunanywhereAI/runanywhere-android#17 · Opened Sep 11, 2026
Propagate UTF-8 text-run streaming-docstring wording to VLM headers Open

core documentation good first issue

Difficulty 2/5 1-3 hours Newbie friendliness 88/100

RunanywhereAI/runanywhere-sdks#929 · 1 comment · Opened Sep 11, 2026
Prove the cloud MSVC dllimport fix by turning on the Windows shared build Open

core tech-debt

Difficulty 3/5 1-2 days Newbie friendliness 75/100

RunanywhereAI/runanywhere-sdks#924 · Opened Sep 11, 2026
Update stale "Called for each generated token" docstring on rac_llm_component.h:199 Open

core documentation good first issue

Difficulty 1/5 Under an hour Newbie friendliness 92/100

RunanywhereAI/runanywhere-sdks#923 · Opened Sep 11, 2026
Web SDK RAG chunker makes a whitespace-free CJK document one unbounded chunk Open

bug web-sdk

Difficulty 3/5 1-2 days Newbie friendliness 82/100

RunanywhereAI/runanywhere-sdks#922 · Opened Sep 11, 2026
rag_rerank truncates chunk text mid-UTF-8-character for CJK content Open

bug core P2

Difficulty 2/5 1-3 hours Newbie friendliness 86/100

RunanywhereAI/runanywhere-sdks#921 · Opened Sep 11, 2026
RAG chunker's raw-byte splitter can cut CJK text mid-character Open

bug core P2

Difficulty 2/5 1-3 hours Newbie friendliness 85/100

RunanywhereAI/runanywhere-sdks#920 · Opened Sep 11, 2026
Python SDK can't request normalize=False for embeddings Open

enhancement P3

Difficulty 3/5 1-2 days Newbie friendliness 76/100

RunanywhereAI/runanywhere-sdks#919 · Opened Sep 11, 2026
ONNX and QHexRT embedding providers ignore normalize=false Open

bug P2

Difficulty 4/5 3-5 days Newbie friendliness 74/100

RunanywhereAI/runanywhere-sdks#918 · Opened Sep 11, 2026
StructuredOutputMode is never sent by any SDK; validationOnly docs are stale Open

documentation tech-debt

Difficulty 4/5 3-5 days Newbie friendliness 56/100

RunanywhereAI/runanywhere-sdks#917 · Opened Sep 11, 2026
Render the structured-output schema in commons, not per-SDK wrappers Open

core tech-debt

Difficulty 4/5 3-5 days Newbie friendliness 68/100

RunanywhereAI/runanywhere-sdks#916 · Opened Sep 11, 2026
Flutter's generateStructured() overrides the caller's system prompt; other SDKs don't Open

flutter-sdk tech-debt

Difficulty 4/5 3-5 days Newbie friendliness 55/100

RunanywhereAI/runanywhere-sdks#915 · Opened Sep 11, 2026
No SDK path stamps session_handle_id, so RAG can't run end to end Open

core enhancement P1

Difficulty 5/5 Over a week Newbie friendliness 35/100

RunanywhereAI/runanywhere-sdks#914 · Opened Sep 11, 2026
Wire RAG vector_store/BM25/RRF params into the retrieve backend Open

core enhancement P2

Difficulty 4/5 3-5 days Newbie friendliness 52/100

RunanywhereAI/runanywhere-sdks#913 · Opened Sep 11, 2026
Unify last-path-separator handling for Windows across LLM/VLM/logger Open

core P3 tech-debt

Difficulty 3/5 1-2 days Newbie friendliness 76/100

RunanywhereAI/runanywhere-sdks#912 · Opened Sep 11, 2026
Audit expand_* solution-config keys against what registered operators read Open

core P3 tech-debt

Difficulty 4/5 3-5 days Newbie friendliness 58/100

RunanywhereAI/runanywhere-sdks#911 · Opened Sep 11, 2026
VoiceAgent barge-in params reach the VAD op but no operator honors them Open

bug core P2

Difficulty 5/5 Over a week Newbie friendliness 42/100

RunanywhereAI/runanywhere-sdks#910 · Opened Sep 11, 2026
VoiceAgentComposeConfig.turn_detection and language are also unread by commons Open

core documentation

Difficulty 4/5 3-5 days Newbie friendliness 48/100

RunanywhereAI/runanywhere-sdks#909 · Opened Sep 11, 2026
Thread VoiceAgentComposeConfig.llm_generation/instructions into the LLM call Open

core enhancement

Difficulty 4/5 3-5 days Newbie friendliness 58/100

RunanywhereAI/runanywhere-sdks#908 · Opened Sep 11, 2026
Wire SdkInitPhase1Request.request_timeout_ms/max_retries into the transports Open

core enhancement

Difficulty 4/5 3-5 days Newbie friendliness 47/100

RunanywhereAI/runanywhere-sdks#907 · Opened Sep 11, 2026
Add tests for unset auto_execute default (run-loop & session) Open

core tech-debt

Difficulty 2/5 1-3 hours Newbie friendliness 88/100

RunanywhereAI/runanywhere-sdks#905 · Opened Sep 11, 2026
win_file_read: unchecked _fseeki64 result and no SIZE_MAX guard on Windows Open

bug core

Difficulty 2/5 1-3 hours Newbie friendliness 88/100

RunanywhereAI/runanywhere-sdks#904 · Opened Sep 11, 2026
secure_set adapters ignore fclose()/close() failures (device identity) Open

bug P2 security

Difficulty 3/5 1-2 days Newbie friendliness 78/100

RunanywhereAI/runanywhere-sdks#903 · Opened Sep 11, 2026
CI never builds RAG backend with RAC_ENABLE_PROTOBUF=OFF Open

core P2 tech-debt

Difficulty 3/5 1-2 days Newbie friendliness 76/100

RunanywhereAI/runanywhere-sdks#902 · Opened Sep 11, 2026
RAG query: max_output_tokens/top_p still use value sentinels, not presence Open

bug core P3

Difficulty 3/5 1-2 days Newbie friendliness 72/100

RunanywhereAI/runanywhere-sdks#901 · Opened Sep 11, 2026
LLM generate path: unset temperature/top_k collapse to 0 like RAG did Open

bug core P3

Difficulty 3/5 1-2 days Newbie friendliness 76/100

RunanywhereAI/runanywhere-sdks#900 · Opened Sep 11, 2026
Distinguish a known-and-exhausted storage probe from an unknown one Open

bug P2 web-sdk

Difficulty 4/5 3-5 days Newbie friendliness 55/100

RunanywhereAI/runanywhere-sdks#899 · Opened Sep 11, 2026
Null-check rac_alloc/copy_string in rac_proto_adapters.cpp adapters Open

bug core P3

Difficulty 3/5 1-2 days Newbie friendliness 75/100

RunanywhereAI/runanywhere-sdks#898 · Opened Sep 11, 2026
VAD: Sherpa/Silero backend rejects activation_threshold below 0.01 with a generic error Open

bug core P3

Difficulty 2/5 1-3 hours Newbie friendliness 78/100

RunanywhereAI/runanywhere-sdks#897 · Opened Sep 11, 2026
VAD lifecycle threshold override is never restored after a per-request call Open

bug core P2

Difficulty 4/5 3-5 days Newbie friendliness 68/100

RunanywhereAI/runanywhere-sdks#896 · Opened Sep 11, 2026
Add proto-adapter tests for VLM raw_rgb/raw_rgba validation Open

core tech-debt

Difficulty 3/5 1-2 days Newbie friendliness 78/100

RunanywhereAI/runanywhere-sdks#895 · Opened Sep 11, 2026
Report the specific reason when VLM raw image validation fails Open

core enhancement

Difficulty 3/5 1-2 days Newbie friendliness 76/100

RunanywhereAI/runanywhere-sdks#894 · Opened Sep 11, 2026
Validate raw image size in direct C-struct VLM entry points Open

bug core security

Difficulty 3/5 1-2 days Newbie friendliness 74/100

RunanywhereAI/runanywhere-sdks#893 · Opened Sep 11, 2026
llm_module.cpp options_from_request ignores field presence for top_k/min_p/temperature Open

bug core

Difficulty 3/5 1-2 days Newbie friendliness 84/100

RunanywhereAI/runanywhere-sdks#892 · Opened Sep 11, 2026

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