{"full_name":"agentscope-ai/agentscope","owner":"agentscope-ai","name":"agentscope","url":"https://github.com/agentscope-ai/agentscope","description":"Build and run agents you can see, understand and trust.","homepage":"https://docs.agentscope.io/","topics":[],"language":"Python","license":"Apache-2.0","avatar":"https://avatars.githubusercontent.com/u/211762292?v=4","created_at":"2024-01-12T03:41:59Z","pushed_at":"2026-11-10T09:14:06Z","metrics":{"stars":35728,"forks":3833,"watchers":159,"issues":1530,"prs":2150,"releases":51,"issues_open":null,"issues_closed":null,"prs_open":null,"prs_closed":null,"prs_merged":null,"discussions":150},"growth":{"day":{"stars":69,"forks":10,"base_day":"2026-11-09"}},"history":{"dates":["2026-11-09","2026-11-10"],"stars":[35659,35728],"forks":[3823,3833],"watchers":[159,159],"issues_open":[null,null],"prs_open":[null,null]},"boards":{},"same_owner":[{"full_name":"agentscope-ai/AgentTeams","name":"AgentTeams","boards":{}},{"full_name":"agentscope-ai/QwenPaw","name":"QwenPaw","boards":{}},{"full_name":"agentscope-ai/ReMe","name":"ReMe","boards":{}}],"issues":[{"number":2707,"title":"[Bug]: streamed Base64 accumulation repeatedly transcodes the full payload","comments":19,"created_at":"2026-09-20T14:23:30Z"},{"number":926,"title":"[Feature]: human in loop wanted","comments":17,"created_at":"2025-11-12T13:28:17Z"},{"number":3194,"title":"[Bug]: Provider length-limit stop reasons are lost, so incomplete tool calls may run","comments":15,"created_at":"2026-10-09T06:34:04Z"},{"number":1120,"title":"[human in loop]how to interrupt the agent  flow and give a confirm/new information to the agent to continue the flow when coding by fastapi?","comments":15,"created_at":"2026-01-15T01:36:01Z"},{"number":2566,"title":"feat(realtime): support context management for the realtime agent","comments":14,"created_at":"2026-09-09T04:20:21Z"},{"number":1695,"title":"如何为ReActAgent提供一套友好的web ui","comments":12,"created_at":"2026-05-26T06:58:56Z"},{"number":3146,"title":"[Bug]: Embedding batch tasks continue running after a sibling batch fails","comments":11,"created_at":"2026-10-06T09:30:47Z"},{"number":2151,"title":"[Bug]: context-compression LLM call's token usage is never recorded anywhere","comments":11,"created_at":"2026-07-22T10:54:19Z"}],"discussions":[{"number":3832,"title":"Proposal: add a DebatePipeline (independent answers -> cross-examination -> judge synthesis)","comments":0,"category":"Ideas","created_at":"2026-11-08T04:41:36Z"},{"number":3791,"title":"Proposal: Add Fish Audio (Fish TTS) provider","comments":0,"category":"Ideas","created_at":"2026-11-06T10:04:28Z"},{"number":3709,"title":"tracing的功能实现","comments":0,"category":"Ideas","created_at":"2026-11-04T07:55:25Z"},{"number":3695,"title":"feat(workspace): add Maritime as a sandboxed workspace backend","comments":0,"category":"Ideas","created_at":"2026-11-04T02:19:40Z"},{"number":3676,"title":"Support DeepSeek V4.1 Flash in the native DeepSeek provider","comments":2,"category":"Ideas","created_at":"2026-11-03T07:55:45Z"},{"number":3641,"title":"Support editing existing schedules in the Web UI while preserving execution history","comments":0,"category":"Ideas","created_at":"2026-11-02T06:57:06Z"},{"number":3622,"title":"Proposal: Desearch web search tool for AgentScope","comments":0,"category":"Ideas","created_at":"2026-10-31T10:39:45Z"},{"number":3607,"title":"Interest in joining core development: model and embedding maintenance","comments":0,"category":"General","created_at":"2026-10-30T10:59:07Z"}],"latest_release":{"name":"v2.0.11","tag":"v2.0.11","published_at":"2026-10-27T02:54:04Z","body":"## What's Changed\r\n* fix(model): declare real WAV sizes in the final streamed audio block by @BlueX888 in https://github.com/agentscope-ai/agentscope/pull/3242\r\n* fix(embedding): isolate Ollama embedding caches by host by @maahumada in https://github.com/agentscope-ai/agentscope/pull/3265\r\n* fix(model): await provider stream cleanup on public aclose by @HsbcJone in https://github.com/agentscope-ai/agentscope/pull/3216\r\n* fix(workspace): offload nested media from context archives by @wuyak in https://github.com/agentscope-ai/agentscope/pull/3201\r\n* feat(tui): add right arrow key to switch questions in ask user ui by @allenli178 in https://github.com/agentscope-ai/agentscope/pull/3275\r\n* feat(asr): add batch transcription abstraction and OpenAI model by @wangtaotaotao95 in https://github.com/agentscope-ai/agentscope/pull/2667\r\n* fix(agent): preserve cancellation before concurrent tool execution by @dafyy321-pixel in https://github.com/agentscope-ai/agentscope/pull/2768\r\n* chore: bumping version to 2.0.11dev by @qbc2016 in https://github.com/agentscope-ai/agentscope/pull/3300\r\n* feat(mcp): support mcp 2.x Python SDK, unpin mcp<2.0.0 by @a-yeyang in https://github.com/agentscope-ai/agentscope/pull/2216\r\n* fix(tool): preserve annotations and docstrings for partial functions by @shuxiachai in https://github.com/agentscope-ai/agentscope/pull/3257\r\n* fix(rag): bound MongoDB search candidates by @shuxiachai in https://github.com/agentscope-ai/agentscope/pull/3316\r\n* fix(tui): scope tool interactions by reply by @wuwenbo0626 in https://github.com/agentscope-ai/agentscope/pull/3282\r\n* fix(tracing): serialize pydantic tool results as JSON instead of repr by @maahumada in https://github.com/agentscope-ai/agentscope/pull/3263\r\n* fix(workspace): append nothing when offloading an empty context batch by @ffffff55 in https://github.com/agentscope-ai/agentscope/pull/3254\r\n* fix(formatter): decode percent-encoded local file URLs before opening by @kabishou11 in https://github.com/agentscope-ai/agentscope/pull/3250\r\n* fix(formatter): decode ollama file URLs by @qingshungLI in https://github.com/agentscope-ai/agentscope/pull/3141\r\n* fix(console): preserve pending replies across agent switches by @FengZhiheng666 in https://github.com/agentscope-ai/agentscope/pull/3317\r\n* docs(contributing): correct the workspace manager module path by @kun654 in https://github.com/agentscope-ai/agentscope/pull/3354\r\n* fix(memory): keep frontmatter when the closing fence ends the text by @kabishou11 in https://github.com/agentscope-ai/agentscope/pull/3345\r\n* fix(embedding): honor configured Gemini text parameters by @HootRock in https://github.com/agentscope-ai/agentscope/pull/3361\r\n* fix(asr): let per-call options override the transcribe defaults by @lihongyuan99 in https://github.com/agentscope-ai/agentscope/pull/3333\r\n* fix(rag): clean up static hints when streams close by @kaijin-code in https://github.com/agentscope-ai/agentscope/pull/3363\r\n* fix(webui): send a message that carries only an attachment by @ydflow in https://github.com/agentscope-ai/agentscope/pull/3365\r\n* fix(rag): preserve embedded PowerPoint image media types by @shuxiachai in https://github.com/agentscope-ai/agentscope/pull/3339\r\n* fix(embedding): preserve configured dashscope multimodal dimensions by @HootRock in https://github.com/agentscope-ai/agentscope/pull/3350\r\n* fix(workspace): read the persisted .mcp file as utf-8-sig by @Tong-bit-art in https://github.com/agentscope-ai/agentscope/pull/3338\r\n* fix(embedding): report cache source for fully cached multi-batch merges by @ZxlDragonDoctor in https://github.com/agentscope-ai/agentscope/pull/2690\r\n* fix(embedding): report the maximum batch time instead of the sum by @aniruddhaadak80 in https://github.com/agentscope-ai/agentscope/pull/2967\r\n* fix(message-bus): honor zero queue TTL in memory by @wuwenbo0626 in https://github.com/agentscope-ai/agentscope/pull/3376\r\n* fix(tool): escape glob metacharacters in Write/Edit permission suggestions by @"},"readme":true,"readme_zh":true,"news":[],"stale":false,"snapshot_at":"2026-11-10T09:35:25Z","history_start":"2026-09-06"}