AgentScope Files

Highlight

Agent

• Support structured output (#2150)
• Support environment information injection (#2134)

Workspace

• Support OpenSandbox (#1953), Daytona (#1943), K8s (#1933), Bubblewrap (#2051)

Tool

• Support PowerShell for Windows (#2132)

RAG

• Support MongoDB (#2008), Elasticsearch (#2129)
• Support Excel (#2026) and Word (#2025) parser

Agent as Service

• Support SQLAlchemy based storage (#2029)

• Support sharing resources across users as a group or org (#1998)

Model

• Add new Dashscope models (#2073), Kimi K3 (#2141)
• Implement Gemini TTS API (#1879)

What's Changed

• fix(gemini): fix gemini schema containing null by @qbc2016 in https://github.com/agentscope-ai/agentscope/pull/2020
• feat(workspace): add K8sWorkspace with Pod/PVC lifecycle, tar-stream backend and MCP gateway support by @XiuShenAl in https://github.com/agentscope-ai/agentscope/pull/1933
• feat(rag): add MongoDB vector store backend Closes by @xu-suping in https://github.com/agentscope-ai/agentscope/pull/2008
• fix(formatter): include tool_name in ollama tool result messages by @nolanchic in https://github.com/agentscope-ai/agentscope/pull/2006
• feat(workspace): add OpenSandbox backend by @lumman0 in https://github.com/agentscope-ai/agentscope/pull/1953
• fix(formatter): drop empty text blocks for anthropic by @nolanchic in https://github.com/agentscope-ai/agentscope/pull/2007
• feat(rag): add excel parser by @qbc2016 in https://github.com/agentscope-ai/agentscope/pull/2026
• feat(rag): add word parser by @qbc2016 in https://github.com/agentscope-ai/agentscope/pull/2025
• feat(service): support to share resource (credential, agent, knowledge bases) across different users as a group or org by @DavdGao in https://github.com/agentscope-ai/agentscope/pull/1998
• feat(workspace): add daytona workspace backend by @BreezyB1n in https://github.com/agentscope-ai/agentscope/pull/1943
• fix(workspace): restore default glob helper path by @dailingtao in https://github.com/agentscope-ai/agentscope/pull/2056
• fix: change max_tokens to max_completion_tokens in openai chat model by @qbc2016 in https://github.com/agentscope-ai/agentscope/pull/2065
• fix(workspace): fix OpenSandbox bootstrap and state filtering by @jwx0925 in https://github.com/agentscope-ai/agentscope/pull/2046
• refactor(webui): update tools rendering in the web ui by @DavdGao in https://github.com/agentscope-ai/agentscope/pull/2072
• feat(dashscope): add new models for dashscope by @qbc2016 in https://github.com/agentscope-ai/agentscope/pull/2073
• fix(webui): fix rendering errors in Read/Write/Edit tools caused by incomplete JSON during tool call streaming or interruption by @DavdGao in https://github.com/agentscope-ai/agentscope/pull/2075
• fix(rag): adapt MilvusLiteStore to milvus-lite 3.1.0 COSINE distance semantics by @qbc2016 in https://github.com/agentscope-ai/agentscope/pull/2089
• chore(deps): restrict MCP dependency version to below 2.0.0 by @qbc2016 in https://github.com/agentscope-ai/agentscope/pull/2091
• fix(model): preserve OpenAI Responses reasoning history replay by @qbc2016 in https://github.com/agentscope-ai/agentscope/pull/2071
• fix(app): use cursor-based pagination for list_messages by @DavdGao in https://github.com/agentscope-ai/agentscope/pull/2081
• fix(webui): scroll newly loaded sessions to bottom by @JanCong in https://github.com/agentscope-ai/agentscope/pull/2100
• fix(mem0): use separate LLM instances in OSS example by @Osier-Yi in https://github.com/agentscope-ai/agentscope/pull/2078
• chore(version): bumping version to 2.0.4.post1 by @qbc2016 in https://github.com/agentscope-ai/agentscope/pull/2104
• fix(agent): preserve multi-tool pairs during context compression by @qiuC123 in https://github.com/agentscope-ai/agentscope/pull/2093
• fix(tool): reject mutating find commands as read-only by @VectorPeak in https://github.com/agentscope-ai/agentscope/pull/2004
• perf(prompt): improve instructions for workspace, context compression and the CreateTask tool by @DavdGao in https://github.com/agentscope-ai/agentscope/pull/2111
• feat(webui): add scroll-to-bottom button by @Jupiter363 in https://github.com/agentscope-ai/agentscope/pull/2106
• fix(permission): unify per-mode evaluation and propagate batch confirmation exemptions by @DavdGao in https://github.com/agentscope-ai/agentscope/pull/2117
• docs(tool): fix docstring formatting errors by @JOJOCrazy123 in https://github.com/agentscope-ai/agentscope/pull/2127
• fix(agent): continue after thinking-only responses by @March-77 in https://github.com/agentscope-ai/agentscope/pull/2120
• fix(webui): expand and align chat input by @RerankerGuo in https://github.com/agentscope-ai/agentscope/pull/2102
• feat(storage): support SQLAlchemy based storage by @DavdGao in https://github.com/agentscope-ai/agentscope/pull/2029
• feat(rag): add elasticsearch vector store backend by @Mrart in https://github.com/agentscope-ai/agentscope/pull/2129
• feat(app): surface reply errors to the frontend by @DavdGao in https://github.com/agentscope-ai/agentscope/pull/2133
• feat(agent): inject runtime state awareness into conversation context by @DavdGao in https://github.com/agentscope-ai/agentscope/pull/2134
• feat(tts): implement Gemini TTS API by @nuthalapativarun in https://github.com/agentscope-ai/agentscope/pull/1879
• fix(anthropic): preserve redacted_thinking blocks in message round-trip by @qbc2016 in https://github.com/agentscope-ai/agentscope/pull/2139
• feat(agent): support structured output within the agent class by @DavdGao in https://github.com/agentscope-ai/agentscope/pull/2150
• feat(tool): add PowerShell support for Windows workspaces by @qiuC123 in https://github.com/agentscope-ai/agentscope/pull/2132
• chore(version): bump version to 2.0.5 and reorganize optional dependencies by @DavdGao in https://github.com/agentscope-ai/agentscope/pull/2157
• fix(skill): expand user-home paths by @helloJamest in https://github.com/agentscope-ai/agentscope/pull/2053
• feat(workspace): add bubblewrap workspace backend by @Trefoi1 in https://github.com/agentscope-ai/agentscope/pull/2051
• feat(moonshot): add Kimi K3 model support by @qbc2016 in https://github.com/agentscope-ai/agentscope/pull/2141

New Contributors

• @XiuShenAl made their first contribution in https://github.com/agentscope-ai/agentscope/pull/1933
• @xu-suping made their first contribution in https://github.com/agentscope-ai/agentscope/pull/2008
• @lumman0 made their first contribution in https://github.com/agentscope-ai/agentscope/pull/1953
• @BreezyB1n made their first contribution in https://github.com/agentscope-ai/agentscope/pull/1943
• @dailingtao made their first contribution in https://github.com/agentscope-ai/agentscope/pull/2056
• @jwx0925 made their first contribution in https://github.com/agentscope-ai/agentscope/pull/2046
• @JanCong made their first contribution in https://github.com/agentscope-ai/agentscope/pull/2100
• @qiuC123 made their first contribution in https://github.com/agentscope-ai/agentscope/pull/2093
• @Jupiter363 made their first contribution in https://github.com/agentscope-ai/agentscope/pull/2106
• @JOJOCrazy123 made their first contribution in https://github.com/agentscope-ai/agentscope/pull/2127
• @March-77 made their first contribution in https://github.com/agentscope-ai/agentscope/pull/2120
• @RerankerGuo made their first contribution in https://github.com/agentscope-ai/agentscope/pull/2102
• @Mrart made their first contribution in https://github.com/agentscope-ai/agentscope/pull/2129
• @helloJamest made their first contribution in https://github.com/agentscope-ai/agentscope/pull/2053

Full Changelog: https://github.com/agentscope-ai/agentscope/compare/v2.0.4...v2.0.5