Agentscope

What's Changed
* Update the version number to v0.1.2.dev by DavdGao in https://github.com/modelscope/agentscope/pull/481
* fix type conversion from list to dict during filter empty value by zhijianma in https://github.com/modelscope/agentscope/pull/482
* [HotFix] Fix gradio version by qbc2016 in https://github.com/modelscope/agentscope/pull/483
* [HOTFIX] Fix the bug in service toolkit and logging by DavdGao in https://github.com/modelscope/agentscope/pull/487
* add contributor bot configuration by rayrayraykk in https://github.com/modelscope/agentscope/pull/491
* Update delete_workflow by jkylekelly in https://github.com/modelscope/agentscope/pull/459
* Revert "add contributor bot configuration" by rayrayraykk in https://github.com/modelscope/agentscope/pull/492
* docs: add zhijianma as a contributor for code by allcontributors in https://github.com/modelscope/agentscope/pull/493
* Use `contrib.rocks` a new contributor solution and add a badge by rayrayraykk in https://github.com/modelscope/agentscope/pull/494
* Fix a bug in checking local or remote file on Windows by dukesun99 in https://github.com/modelscope/agentscope/pull/499
* fix Changed 'reply' function call to use argument unpacking for improved argument handling in distributed code. by nauyiahc in https://github.com/modelscope/agentscope/pull/500
* Upload roadmap and udpate docs by DavdGao in https://github.com/modelscope/agentscope/pull/502
* Support explicit model wrapper registration by DavdGao in https://github.com/modelscope/agentscope/pull/504
* Add support for Anthropic chat API in both streaming and non-streaming mode by DavdGao in https://github.com/modelscope/agentscope/pull/505
* [Hot Fix] Fix the distributed debate example. by pan-x-c in https://github.com/modelscope/agentscope/pull/507
* Update the tutorial of AgentScope by DavdGao in https://github.com/modelscope/agentscope/pull/508
* Update the tutorial links by DavdGao in https://github.com/modelscope/agentscope/pull/514
* Fix typos by co63oc in https://github.com/modelscope/agentscope/pull/521
* Fix UTF-8 issues on workstation by rayrayraykk in https://github.com/modelscope/agentscope/pull/517
* Add SWE bench news to readme by garyzhang99 in https://github.com/modelscope/agentscope/pull/523
* Fix typos by co63oc in https://github.com/modelscope/agentscope/pull/522
* Update RAG Module Functionalities by ZiTao-Li in https://github.com/modelscope/agentscope/pull/519
* Delete unnecessary logs by rayrayraykk in https://github.com/modelscope/agentscope/pull/526
* add hash to retrieved result (`RetrievedChunk`) by ZiTao-Li in https://github.com/modelscope/agentscope/pull/528
* Fix typos by co63oc in https://github.com/modelscope/agentscope/pull/525
* Fix typos in codeact_agent.py by co63oc in https://github.com/modelscope/agentscope/pull/524
* Fix typos by co63oc in https://github.com/modelscope/agentscope/pull/529
* Upload SWE-Bench technical report and update README.md by DavdGao in https://github.com/modelscope/agentscope/pull/531
* Fix typos by co63oc in https://github.com/modelscope/agentscope/pull/530
* Add Chinese version tutorial in AgentScope by DavdGao in https://github.com/modelscope/agentscope/pull/538
* Fix bug in tutorial building by DavdGao in https://github.com/modelscope/agentscope/pull/539
* Fix the bug in tutorial building by DavdGao in https://github.com/modelscope/agentscope/pull/540
* add faq for security issues by rayrayraykk in https://github.com/modelscope/agentscope/pull/535
* Update version and add GitHub publish workflow by DavdGao in https://github.com/modelscope/agentscope/pull/544
* [HOTFIX] Add dependencies in GitHub workflow by DavdGao in https://github.com/modelscope/agentscope/pull/545

New Contributors
* jkylekelly made their first contribution in https://github.com/modelscope/agentscope/pull/459
* allcontributors made their first contribution in https://github.com/modelscope/agentscope/pull/493
* dukesun99 made their first contribution in https://github.com/modelscope/agentscope/pull/499
* nauyiahc made their first contribution in https://github.com/modelscope/agentscope/pull/500
* co63oc made their first contribution in https://github.com/modelscope/agentscope/pull/521

**Full Changelog**: https://github.com/modelscope/agentscope/compare/v0.1.1...v0.1.2

What's Changed

- Fix the bug that the `max_retries` doesn't work in `ReActAgent`
- Fix the bug that setting mutliple configurations with different dahscope api keys will result in only one api key taking effect
- Support nested Pydantic BaseModel objects within the parser
- Support token couting in AgentScope for OpenAI (both vision and non-vision llms), Gemini, DashScope APIs, and support to register token counting functions locally
- Fix bug in streaming mode
- Adjust the basic prompt engineering strategy within the format function to avoid misleading
- [Experimental]Add environment modules


Details
* Update paper list by pan-x-c in https://github.com/modelscope/agentscope/pull/440
* [Hot Fix] Add test for minimal dependencies by pan-x-c in https://github.com/modelscope/agentscope/pull/445
* Change the role to "user" in format function of ollama chat model by zhijianma in https://github.com/modelscope/agentscope/pull/443
* Remove something by rayrayraykk in https://github.com/modelscope/agentscope/pull/454
* Fix ut by rayrayraykk in https://github.com/modelscope/agentscope/pull/456
* Slove the format_map error in router_agent.py by yizhangliu in https://github.com/modelscope/agentscope/pull/436
* docs: add README_JA.md by eltociear in https://github.com/modelscope/agentscope/pull/455
* [Hot Fix] Fix stream text by pan-x-c in https://github.com/modelscope/agentscope/pull/461
* Make CACHE_DIR of agentscope studio configurable by rayrayraykk in https://github.com/modelscope/agentscope/pull/467
* [Hotfix] minor fix on embedding related bugs by ZiTao-Li in https://github.com/modelscope/agentscope/pull/463
* [HOTFIX] Fix the error in format function by adding system message by DavdGao in https://github.com/modelscope/agentscope/pull/472
* Minor fix on max_iters parameter passing bug by zzzmc in https://github.com/modelscope/agentscope/pull/464
* use model_dump instead of dict(*) in MarkdownJsonDictParse by wujiren in https://github.com/modelscope/agentscope/pull/471
* Add environment modules by pan-x-c in https://github.com/modelscope/agentscope/pull/378
* Fix typos in environment modules by pan-x-c in https://github.com/modelscope/agentscope/pull/474
* Support token counting for OpenAI, DashScope, Gemini and HuggingFace models by DavdGao in https://github.com/modelscope/agentscope/pull/470
* update dashscope version requirement by cmgzn in https://github.com/modelscope/agentscope/pull/477
* [HOTFIX] Fix the error when using multiple dashscope api keys by DavdGao in https://github.com/modelscope/agentscope/pull/478
* [Hotfix] change postAPI embedding model _parse_resonse to OpenAI format by ZiTao-Li in https://github.com/modelscope/agentscope/pull/479

New Contributors
* zzzmc made their first contribution in https://github.com/modelscope/agentscope/pull/464
* wujiren made their first contribution in https://github.com/modelscope/agentscope/pull/471
* cmgzn made their first contribution in https://github.com/modelscope/agentscope/pull/477

**Full Changelog**: https://github.com/modelscope/agentscope/compare/v0.1.0...v0.1.1

What's Changed

Model APIs
1. Support ZhipuAI API (https://github.com/modelscope/agentscope/pull/181)
2. Support Yi API (https://github.com/modelscope/agentscope/pull/343)
3. Support streaming mode in AgentScope (https://github.com/modelscope/agentscope/pull/347)
4. Support LiteLLM (https://github.com/modelscope/agentscope/pull/204)
5. Format input messages according to the name of the model (https://github.com/modelscope/agentscope/pull/381)

Service
Add the following new service functions
1. TripAdvisor search
2. Dblp search
3. wikipedia search
4. Web Browser Control
5. OpenAI and DashScope multimodal service functions

Others
1. Implement MoA method in AgentScope (https://github.com/modelscope/agentscope/pull/327)
2. A new prompt engineering module (https://github.com/modelscope/agentscope/pull/242)
3. Improve RAG module (https://github.com/modelscope/agentscope/pull/184)


Details

* Add ZhipuAI model wrappers by garyzhang99 in https://github.com/modelscope/agentscope/pull/181
* 【HOTFIX】Fix error in gomoku example by DavdGao in https://github.com/modelscope/agentscope/pull/195
* [HOTFIX] Fix typo in 0.0.4 README_ZH by pan-x-c in https://github.com/modelscope/agentscope/pull/199
* Implement DBLP Search Functionality by PengHongyiNTU in https://github.com/modelscope/agentscope/pull/177
* Add banner by rayrayraykk in https://github.com/modelscope/agentscope/pull/201
* [DOC] Update distributed_basic/README.md by eltociear in https://github.com/modelscope/agentscope/pull/207
* [HOTFIX] Fix bug in board agent by DavdGao in https://github.com/modelscope/agentscope/pull/212
* [Hotfix] Fix memory loading error by ZiTao-Li in https://github.com/modelscope/agentscope/pull/197
* [HOTFIX] Update prompt strategy in Ollama chat API. by DavdGao in https://github.com/modelscope/agentscope/pull/206
* Add litellm wrapper by garyzhang99 in https://github.com/modelscope/agentscope/pull/204
* Added README file for `conversation_self_organizing` by zyzhang1130 in https://github.com/modelscope/agentscope/pull/210
* update issues temp by rayrayraykk in https://github.com/modelscope/agentscope/pull/216
* Add support for vision models in OpenAI Chat API, e.g. gpt-4o, gpt-4-turbo, etc. by DavdGao in https://github.com/modelscope/agentscope/pull/221
* [Hot Fix] Add ImportErrorReporter to optimize the error message when packages are missing by pan-x-c in https://github.com/modelscope/agentscope/pull/224
* Add survey by rayrayraykk in https://github.com/modelscope/agentscope/pull/223
* Example for SWE agent by garyzhang99 in https://github.com/modelscope/agentscope/pull/173
* support dalle on workstation by rayrayraykk in https://github.com/modelscope/agentscope/pull/225
* Make the dictionary parser much more flexible, and decouple task-specific information from DictDialogAgent by DavdGao in https://github.com/modelscope/agentscope/pull/203
* [HOTFIX] Fix format error in tutorial by DavdGao in https://github.com/modelscope/agentscope/pull/226
* Add an example on how to wrap langchain tools, dashscope api calls to tools that can be accessed in toolkit. by PengHongyiNTU in https://github.com/modelscope/agentscope/pull/219
* [HOTFIX] Fix bug in the format method of ollama and litellm by DavdGao in https://github.com/modelscope/agentscope/pull/230
* Doc/litellm doc by garyzhang99 in https://github.com/modelscope/agentscope/pull/232
* Add `as_server` command and add `server_id` by pan-x-c in https://github.com/modelscope/agentscope/pull/211
* 删除markdown “-”.md by ZhuangXialie in https://github.com/modelscope/agentscope/pull/236
* Fix Precommit flake8/black conflict by garyzhang99 in https://github.com/modelscope/agentscope/pull/241
* Add post API for embedding model and fix embedding model wrappers by ZiTao-Li in https://github.com/modelscope/agentscope/pull/186
* add news for website maintenance by rayrayraykk in https://github.com/modelscope/agentscope/pull/250
* [Hotfix] add version specification for the RAG example by ZiTao-Li in https://github.com/modelscope/agentscope/pull/248
* Fix typo and prompt for game_werewolf by qbc2016 in https://github.com/modelscope/agentscope/pull/251
* Gemini chat wrapper fix by zyzhang1130 in https://github.com/modelscope/agentscope/pull/233
* [Hot Fix] Fix import error when import agentscope by pan-x-c in https://github.com/modelscope/agentscope/pull/253
* Game gomoku tested model update by zyzhang1130 in https://github.com/modelscope/agentscope/pull/247
* the cleaned-up version of game_werewolf_README branch by zyzhang1130 in https://github.com/modelscope/agentscope/pull/246
* Add a demo video in README.md of both the repo and werewolf game by DavdGao in https://github.com/modelscope/agentscope/pull/257
* [Hot Fix] Fix the bug that the save_dir is not effective by pan-x-c in https://github.com/modelscope/agentscope/pull/263
* [HOTFIX] Fix the bug in loguru that cannot display special tags by DavdGao in https://github.com/modelscope/agentscope/pull/266
* refine prompt for werewolf games by qbc2016 in https://github.com/modelscope/agentscope/pull/267
* Update tested model list in SWE agent example by zyzhang1130 in https://github.com/modelscope/agentscope/pull/271
* Ensure the game proceeds smoothly when some players declare abstentio… by AskyJx in https://github.com/modelscope/agentscope/pull/272
* 修复了README文件的链接 by KPCOFGS in https://github.com/modelscope/agentscope/pull/217
* Add DashScope API based multimodal service functions in AgentScope library by PengHongyiNTU in https://github.com/modelscope/agentscope/pull/255
* [Hotfix] Add bs4 in setup.py to digest searched web pages by qbc2016 in https://github.com/modelscope/agentscope/pull/274
* [Hotfix] Fix the error in unittest. by DavdGao in https://github.com/modelscope/agentscope/pull/275
* Support Pydantic based validation within the MarkdownJsonDictParser by DavdGao in https://github.com/modelscope/agentscope/pull/261
* Reformatted the README file of the example `distributed_basic` by zyzhang1130 in https://github.com/modelscope/agentscope/pull/277
* Rebuild AgentScope Studio by pan-x-c in https://github.com/modelscope/agentscope/pull/238
* Update tutorial for the new version by DavdGao in https://github.com/modelscope/agentscope/pull/278

* [HOTFIX] Fix the import error in PyPI by DavdGao in https://github.com/modelscope/agentscope/pull/280
* [HOTFIX] Fix error in setup.py and update doc by DavdGao in https://github.com/modelscope/agentscope/pull/283
* Reformat and improve RAG module and agents by ZiTao-Li in https://github.com/modelscope/agentscope/pull/184
* Pre-release 0.0.6a2 by pan-x-c in https://github.com/modelscope/agentscope/pull/290
* [Hotfix] Add unit test and fix import error of LlamaIndexKnowledge by ZiTao-Li in https://github.com/modelscope/agentscope/pull/289
* UT support more py ver by rayrayraykk in https://github.com/modelscope/agentscope/pull/291
* fix(typo): update 208-distribute.md by jianzs in https://github.com/modelscope/agentscope/pull/293
* Update files related to game werewolf by qbc2016 in https://github.com/modelscope/agentscope/pull/285
* [Hotfix] Fix link issue in tutorial by qbc2016 in https://github.com/modelscope/agentscope/pull/294
* Add prompt tuning modules by garyzhang99 in https://github.com/modelscope/agentscope/pull/242
* [HOTFIX] Fix error in tutorial related to system prompt optimization by DavdGao in https://github.com/modelscope/agentscope/pull/298
* [HOTFIX] Fix the error that cannot find rag in tutorial by DavdGao in https://github.com/modelscope/agentscope/pull/299
* pre-release 0.0.6a3 by pan-x-c in https://github.com/modelscope/agentscope/pull/300
* Change studio to gradio by qbc2016 in https://github.com/modelscope/agentscope/pull/295
* update news: Workstation back online by rayrayraykk in https://github.com/modelscope/agentscope/pull/305
* Add step mode for each examples in workstation by qbc2016 in https://github.com/modelscope/agentscope/pull/284
* Update README.md for `distributed_debate` by zyzhang1130 in https://github.com/modelscope/agentscope/pull/306
* Change domain for workstation by qbc2016 in https://github.com/modelscope/agentscope/pull/316
* [Hotfix] Fix gradio displaying user message twice by ZiTao-Li in https://github.com/modelscope/agentscope/pull/317
* Unify the typing of the agents' reply function and update their docstrings. by DavdGao in https://github.com/modelscope/agentscope/pull/314
* Adding an example of setting up local embedding model by ZiTao-Li in https://github.com/modelscope/agentscope/pull/322
* Fix paper ref names by garyzhang99 in https://github.com/modelscope/agentscope/pull/323
* Remove `Tht` class from AgentScope and Unified typing into Msg rather than MessageBase by DavdGao in https://github.com/modelscope/agentscope/pull/313
* Add OpenAI as services by PengHongyiNTU in https://github.com/modelscope/agentscope/pull/304
* Fix display bug in workstation for group nodes by PatrickG1014 in https://github.com/modelscope/agentscope/pull/325
* Fix env typo by rayrayraykk in https://github.com/modelscope/agentscope/pull/329
* [HOTFIX] Remove notebook directory and fix typos. by DavdGao in https://github.com/modelscope/agentscope/pull/330
* fix: 修改DashScopeWrapperBase在初始化模型配置时将空api_key赋值给dashscope.api_key by xuanmiss in https://github.com/modelscope/agentscope/pull/335
* Initial commit for research on LLM-based algorithms by yanxi-chen in https://github.com/modelscope/agentscope/pull/331
* [HOTFIX] Fix bug in DictDialogAgent by DavdGao in https://github.com/modelscope/agentscope/pull/342
* Upload code for the research project on LLM-based algorithms by yanxi-chen in https://github.com/modelscope/agentscope/pull/336
* If it is json(str) convert to json(dict) by samchaolau in https://github.com/modelscope/agentscope/pull/334
* Adding MoA module into AgentScope by garyzhang99 in https://github.com/modelscope/agentscope/pull/327
* Add test Module for MoA by garyzhang99 in https://github.com/modelscope/agentscope/pull/346
* Add agent server management functions by pan-x-c in https://github.com/modelscope/agentscope/pull/239
* Highlight workstation by rayrayraykk in https://github.com/modelscope/agentscope/pull/348
* [HOT FIX]Fix potential bugs in summary function by garyzhang99 in https://github.com/modelscope/agentscope/pull/350
* Support streaming mode in AgentScope by DavdGao in https://github.com/modelscope/agentscope/pull/347
* Update 101-agentscope.md by yizhangliu in https://github.com/modelscope/agentscope/pull/354
* fix msg colored name and enlarge demo image of streaming mode by zhijianma in https://github.com/modelscope/agentscope/pull/357
* Improve initialization efficiency of AgentScope by DavdGao in https://github.com/modelscope/agentscope/pull/353
* Add new parsers for uncertain tag names and quantities by DavdGao in https://github.com/modelscope/agentscope/pull/341
* Add host url option in Ollama model wrappers by garyzhang99 in https://github.com/modelscope/agentscope/pull/365
* [HOTFIX] Fix the duplicated printing in react agent. by DavdGao in https://github.com/modelscope/agentscope/pull/367
* Add cname & update setuptools version by rayrayraykk in https://github.com/modelscope/agentscope/pull/369
* [Hot Fix] Fixed script loaded check function in Studio by pan-x-c in https://github.com/modelscope/agentscope/pull/371
* Add notebook executor as service function and add codeact agent. by garyzhang99 in https://github.com/modelscope/agentscope/pull/231
* Unify model, studio, file and monitor into one manager. by DavdGao in https://github.com/modelscope/agentscope/pull/364
* Implement model-oriented format function in OpenAI and Post API chat wrapper by DavdGao in https://github.com/modelscope/agentscope/pull/381
* Studio supports allocation of agent server by pan-x-c in https://github.com/modelscope/agentscope/pull/351
* Fix workstation react agent bug by qbc2016 in https://github.com/modelscope/agentscope/pull/379
* Unify message related typing in AgentScope into Msg rather than dict by DavdGao in https://github.com/modelscope/agentscope/pull/386
* Fix bugs for flask by qbc2016 in https://github.com/modelscope/agentscope/pull/391
* [Hot Fix]Fix bugs for check_port by TangJiakai in https://github.com/modelscope/agentscope/pull/392
* Update name in README.md by zyzhang1130 in https://github.com/modelscope/agentscope/pull/394
* [Hot Fix] Fix `_ModelConfig` state get and set by pan-x-c in https://github.com/modelscope/agentscope/pull/397
* Online workstation by rayrayraykk in https://github.com/modelscope/agentscope/pull/345
* Allow user to initialize agent without calling agentscope.init by DavdGao in https://github.com/modelscope/agentscope/pull/404
* Add Wiki retreval service by PengfeiHePower in https://github.com/modelscope/agentscope/pull/324
* [Hotfix] Fix save_image bug for generate_image_from_name in web/gradio/utils.py by qbc2016 in https://github.com/modelscope/agentscope/pull/410
* Support running as_gradio for html configs by qbc2016 in https://github.com/modelscope/agentscope/pull/414
* Add example for router agent by DavdGao in https://github.com/modelscope/agentscope/pull/416
* Fix the deprecated load_model_by_config_name in the nl2sql example by garyzhang99 in https://github.com/modelscope/agentscope/pull/415
* Add security checking for the service function execute_shell_command by DavdGao in https://github.com/modelscope/agentscope/pull/420
* Support to serialize message objects in AgentScope and remove unused arguments. by DavdGao in https://github.com/modelscope/agentscope/pull/388
* Clean the repo by removing the deprecated modules and merging the files with the same functionalities. by DavdGao in https://github.com/modelscope/agentscope/pull/422
* 集成Yi模型 by Haijian06 in https://github.com/modelscope/agentscope/pull/343
* Tripadvisor tool functions by zyzhang1130 in https://github.com/modelscope/agentscope/pull/332
* [Hotfix] Fix hyperlinks for online workstation in readme by qbc2016 in https://github.com/modelscope/agentscope/pull/426
* [Hot Fix] Fix `ModelManager` not initialize in distributed mode by pan-x-c in https://github.com/modelscope/agentscope/pull/428
* [HotFix] lazy load llama-index-knownledge by pan-x-c in https://github.com/modelscope/agentscope/pull/429
* [Hot Fix] Fix text field of ModelResponse when using stream mode by pan-x-c in https://github.com/modelscope/agentscope/pull/431
* Enable web browsing ability in agentscope by garyzhang99 in https://github.com/modelscope/agentscope/pull/296
* Fixing typos by garyzhang99 in https://github.com/modelscope/agentscope/pull/434
* Preparation for version v0.1.0 by DavdGao in https://github.com/modelscope/agentscope/pull/433
* Update setup.py to ease the installation of agentscope by DavdGao in https://github.com/modelscope/agentscope/pull/435

New Contributors
* PengHongyiNTU made their first contribution in https://github.com/modelscope/agentscope/pull/177
* zyzhang1130 made their first contribution in https://github.com/modelscope/agentscope/pull/210
* ZhuangXialie made their first contribution in https://github.com/modelscope/agentscope/pull/236
* AskyJx made their first contribution in https://github.com/modelscope/agentscope/pull/272
* KPCOFGS made their first contribution in https://github.com/modelscope/agentscope/pull/217
* jianzs made their first contribution in https://github.com/modelscope/agentscope/pull/293
* PatrickG1014 made their first contribution in https://github.com/modelscope/agentscope/pull/325
* xuanmiss made their first contribution in https://github.com/modelscope/agentscope/pull/335
* yanxi-chen made their first contribution in https://github.com/modelscope/agentscope/pull/331
* samchaolau made their first contribution in https://github.com/modelscope/agentscope/pull/334
* yizhangliu made their first contribution in https://github.com/modelscope/agentscope/pull/354
* TangJiakai made their first contribution in https://github.com/modelscope/agentscope/pull/392
* PengfeiHePower made their first contribution in https://github.com/modelscope/agentscope/pull/324
* Haijian06 made their first contribution in https://github.com/modelscope/agentscope/pull/343

**Full Changelog**: https://github.com/modelscope/agentscope/compare/v0.0.4...v0.1.0

Features
* Agentscope [Workstation and Copilot](https://agentscope.aliyun.com/) are online now
* More services
* arxiv search
* download from url
* shell execution
* More models
* dashscope multimodal
* Llama3
* More examples
* [Conversation nl2sql](https://github.com/modelscope/agentscope/tree/main/examples/conversation_nl2sql)
* [Llama3](https://github.com/modelscope/agentscope/blob/main/examples/model_llama3)
* [Distributed Large Scale Simulation](https://github.com/modelscope/agentscope/blob/main/examples/distributed_simulation)
* Refactor Agentscope [Document](https://modelscope.github.io/agentscope/en/index.html)

What's Changed
* Fix Dashscope total_token calculation by pan-x-c in https://github.com/modelscope/agentscope/pull/146
* Add arxiv_search service function by DavdGao in https://github.com/modelscope/agentscope/pull/148
* Fix "File exists error" when multiple agents are called at the same time by pan-x-c in https://github.com/modelscope/agentscope/pull/147
* add dashscope multimodal by qbc2016 in https://github.com/modelscope/agentscope/pull/92
* [HOTFIX] Support gemini.configure setting in model configuration by DavdGao in https://github.com/modelscope/agentscope/pull/152
* Example for nl2sql by garyzhang99 in https://github.com/modelscope/agentscope/pull/132
* [HOTFIX]Fix bug when dialog agent self.memory is None by garyzhang99 in https://github.com/modelscope/agentscope/pull/157
* Docs/typo by zhijianma in https://github.com/modelscope/agentscope/pull/155
* Add download_from_url service function by DavdGao in https://github.com/modelscope/agentscope/pull/140
* Refine files in scripts. by qbc2016 in https://github.com/modelscope/agentscope/pull/159
* Add drag-and-drop interface & add implementation of DAG running engine for drag-and-drop module by rayrayraykk in https://github.com/modelscope/agentscope/pull/114
* Optimize the structure of Sphinx API doc by pan-x-c in https://github.com/modelscope/agentscope/pull/162
* [HOTFIX] Fix bugs when x is None by qbc2016 in https://github.com/modelscope/agentscope/pull/163
* Add llama3 support in example level by DavdGao in https://github.com/modelscope/agentscope/pull/167
* [HOTFIX] Raise error when user's request is rejected by OpenAI safety system by pan-x-c in https://github.com/modelscope/agentscope/pull/171
* Add checking reset before user input in studio by qbc2016 in https://github.com/modelscope/agentscope/pull/154
* Add more service functions by garyzhang99 in https://github.com/modelscope/agentscope/pull/156
* fix macos version error by rayrayraykk in https://github.com/modelscope/agentscope/pull/174
* Add Compiler & Refactor workflow dag runner code by rayrayraykk in https://github.com/modelscope/agentscope/pull/164
* Make workflow compiler return code string by rayrayraykk in https://github.com/modelscope/agentscope/pull/178
* Add displaying cycle dots before agent reply in AS studio by qbc2016 in https://github.com/modelscope/agentscope/pull/179
* [DOC] Generate .rst for each .py file and add __init__ method into docs by pan-x-c in https://github.com/modelscope/agentscope/pull/180
* Improve ReActAgent and extract several modules from it by DavdGao in https://github.com/modelscope/agentscope/pull/153
* Update README with workstation info by ZiTao-Li in https://github.com/modelscope/agentscope/pull/182
* Modify flask services by qbc2016 in https://github.com/modelscope/agentscope/pull/172
* [HOTFIX]Fix the typos in parser module by DavdGao in https://github.com/modelscope/agentscope/pull/189
* Agent servers support running any type of agent by pan-x-c in https://github.com/modelscope/agentscope/pull/135

New Contributors
* zhijianma made their first contribution in https://github.com/modelscope/agentscope/pull/155

**Full Changelog**: https://github.com/modelscope/agentscope/compare/v0.0.3...v0.0.4

What's Changed

* Fix the bug that the `format` method of `ModelWrapperBase` sub-classes cannot be used in distributed mode.
* Support running multiple Agent instances in a single Agent Server
* Optimize performance in distributed mode
* Update the ReActAgent

Details
* docs: fix error typo by Undertone0809 in https://github.com/modelscope/agentscope/pull/129
* Update version number. by DavdGao in https://github.com/modelscope/agentscope/pull/127
* Add agent_id for each agent instance by pan-x-c in https://github.com/modelscope/agentscope/pull/128
* Remove WeChat QR code by DavdGao in https://github.com/modelscope/agentscope/pull/134
* Update ReActAgent for qwen and other models by DavdGao in https://github.com/modelscope/agentscope/pull/136
* Support agent_id in agent server by pan-x-c in https://github.com/modelscope/agentscope/pull/94

New Contributors
* Undertone0809 made their first contribution in https://github.com/modelscope/agentscope/pull/129

**Full Changelog**: https://github.com/modelscope/agentscope/compare/v0.0.2...v0.0.3