Modelscope-agent

Breaking News
[CodeXGraph](https://arxiv.org/abs/2408.03910) a graph-based code generation agent is supported by Modelscope-Agent, see [here](https://github.com/modelscope/modelscope-agent/tree/master/apps/codexgraph_agent)
Data Science Assistant is online please find the [example](https://github.com/modelscope/modelscope-agent/blob/master/examples/agents/data_science_assistant.ipynb)

Features
* support llama3.1 example by zzhangpurdue in https://github.com/modelscope/modelscope-agent/pull/541
* Feature/datascience assistant by dahaipeng in https://github.com/modelscope/modelscope-agent/pull/533
* add new codexgraph_agent by laptype in https://github.com/modelscope/modelscope-agent/pull/552
* add fall back when file name input is invalid by zzhangpurdue in https://github.com/modelscope/modelscope-agent/pull/560

Bugs
* fix tool calling error by zzhangpurdue in https://github.com/modelscope/modelscope-agent/pull/539
* fix issue537 by Chitius in https://github.com/modelscope/modelscope-agent/pull/538
* fix bug about Knowledge filter,fix 540 by mushenL in https://github.com/modelscope/modelscope-agent/pull/543
* Fix bug in `_chat_no_stream` to ensure `usage_info` is updated correctly by laptype in https://github.com/modelscope/modelscope-agent/pull/549
* fix openapi tool by zzhangpurdue in https://github.com/modelscope/modelscope-agent/pull/551
* fix rag filter by suluyana in https://github.com/modelscope/modelscope-agent/pull/550
* pass citest for unknown reason from moviepy by zzhangpurdue in https://github.com/modelscope/modelscope-agent/pull/553
* remove sourcetrailDB by laptype in https://github.com/modelscope/modelscope-agent/pull/556
* add build error msg by laptype in https://github.com/modelscope/modelscope-agent/pull/558

Docs
* update docs index by zzhangpurdue in https://github.com/modelscope/modelscope-agent/pull/542
* skip api test for all forked pr by zzhangpurdue in https://github.com/modelscope/modelscope-agent/pull/544
* update docs by zzhangpurdue in https://github.com/modelscope/modelscope-agent/pull/557


New Contributors
* Chitius made their first contribution in https://github.com/modelscope/modelscope-agent/pull/538
* laptype made their first contribution in https://github.com/modelscope/modelscope-agent/pull/549

**Full Changelog**: https://github.com/modelscope/modelscope-agent/compare/v0.6.6...v0.7.0

Features
* Feat/parallel tool calls by zzhangpurdue in https://github.com/modelscope/modelscope-agent/pull/532
* Feature/datascience assistant: adding update task logic by dahaipeng in https://github.com/modelscope/modelscope-agent/pull/519
* add state info callback by Zhikaiiii in https://github.com/modelscope/modelscope-agent/pull/472
* fix dashscope llm service stat_last_call_token_info bug by dahaipeng in https://github.com/modelscope/modelscope-agent/pull/529
* update output wrapper by zzhangpurdue in https://github.com/modelscope/modelscope-agent/pull/530
* add rtd setting by zzhangpurdue in https://github.com/modelscope/modelscope-agent/pull/534
* Delete redundant emb files by suluyana in https://github.com/modelscope/modelscope-agent/pull/536


Docs/Examples
* add test samples by suluyana in https://github.com/modelscope/modelscope-agent/pull/527

* Adjust document structure and supplement some Chinese documents by mushenL in https://github.com/modelscope/modelscope-agent/pull/531

* Doc/add readthedocs setting by zzhangpurdue in https://github.com/modelscope/modelscope-agent/pull/535
*
**Full Changelog**: https://github.com/modelscope/modelscope-agent/compare/v0.6.4...v0.6.5

Highlight
1. Support tool services on modelscope studio
2. data science assistant init demo
3. rag with full-size functions: hybrid search(multi-modality, multi-source), multi-strategies, customization.
4. couple of bugs fixed

Features
* Tools:
* Feat/multi images base64 input vl by zzhangpurdue in https://github.com/modelscope/modelscope-agent/pull/508
* update web search in order to allow run time verify tokens by zzhangpurdue in https://github.com/modelscope/modelscope-agent/pull/511
* update audio output by zzhangpurdue in https://github.com/modelscope/modelscope-agent/pull/516
* add oss by zzhangpurdue in https://github.com/modelscope/modelscope-agent/pull/524

* Services:
* update modelscope-server setting by zzhangpurdue in https://github.com/modelscope/modelscope-agent/pull/507
* update dashscope tool calling method in order to run in service envri… by zzhangpurdue in https://github.com/modelscope/modelscope-agent/pull/518
* run_tool_node.sh indent error by zzhangpurdue in https://github.com/modelscope/modelscope-agent/pull/522


* RAG:
* Feat/llama index custom storages by suluyana in https://github.com/modelscope/modelscope-agent/pull/496
* Feat/llama index image reader by suluyana in https://github.com/modelscope/modelscope-agent/pull/509


* Data Science Assistant
* feature: adding data science assistant demo by dahaipeng in https://github.com/modelscope/modelscope-agent/pull/491

* Others
* update requirements and readme by zzhangpurdue in https://github.com/modelscope/modelscope-agent/pull/514
* update ds version by zzhangpurdue in https://github.com/modelscope/modelscope-agent/pull/521

Bugs
* bugfix: fix get_extra_readers() return None. by eric-doug in https://github.com/modelscope/modelscope-agent/pull/505
* hotfix：remove all llama_index.legacy by replacing with llama_index.core by suluyana in https://github.com/modelscope/modelscope-agent/pull/510
* hotfix: rm useless test file & add vector_stores for multiple stores by suluyana in https://github.com/modelscope/modelscope-agent/pull/512
* fix modelscope speech generation by zzhangpurdue in https://github.com/modelscope/modelscope-agent/pull/513
* Fix/fix typing bug by dahaipeng in https://github.com/modelscope/modelscope-agent/pull/515
* fix llama_index bm25 version by suluyana in https://github.com/modelscope/modelscope-agent/pull/526

New Contributors
* eric-doug made their first contribution in https://github.com/modelscope/modelscope-agent/pull/505

**Full Changelog**: https://github.com/modelscope/modelscope-agent/compare/v0.6.3...v0.6.4

Features：
* On modelscope studio modelscope-agent is working with modelscope-agent-server for tool serving. by zzhangpurdue in https://github.com/modelscope/modelscope-agent/pull/500
* Pass parameters freely to scripts/run_assistant_server.sh by monk-after-90s in https://github.com/modelscope/modelscope-agent/pull/492

Bug fixing
* chore(doc): fix broken links and typos by jianzs in https://github.com/modelscope/modelscope-agent/pull/494
* Add error throwing for the Ollama section regarding the download section,fix487 by mushenL in https://github.com/modelscope/modelscope-agent/pull/488
* fix ci: skip if forked by suluyana in https://github.com/modelscope/modelscope-agent/pull/495

New Contributors
* jianzs made their first contribution in https://github.com/modelscope/modelscope-agent/pull/494
* monk-after-90s made their first contribution in https://github.com/modelscope/modelscope-agent/pull/492

**Full Changelog**: https://github.com/modelscope/modelscope-agent/compare/v0.6.2...v0.6.3

Features
* allow agent gc in gradio by suluyana in https://github.com/modelscope/modelscope-agent/pull/490
* update requirements.txt by dahaipeng in https://github.com/modelscope/modelscope-agent/pull/481
* allow choice if use llm in llama index by suluyana in https://github.com/modelscope/modelscope-agent/pull/483

Bug fixing
* fix none total token by zzhangpurdue in https://github.com/modelscope/modelscope-agent/pull/480
* fix model_server conflict by dahaipeng in https://github.com/modelscope/modelscope-agent/pull/485
* remove complicated import which might lead import error by zzhangpurdue in https://github.com/modelscope/modelscope-agent/pull/484
* Fix/rag no documents error by suluyana in https://github.com/modelscope/modelscope-agent/pull/486


**Full Changelog**: https://github.com/modelscope/modelscope-agent/compare/v0.6.1...v0.6.2

Release Highlight
*Rag module Upgrading with llama index by suluyana in https://github.com/modelscope/modelscope-agent/pull/415

Features
* Support vllm as modelscope agent server source by zzhangpurdue in https://github.com/modelscope/modelscope-agent/pull/467
* Add qwen2 supporint by zzhangpurdue in https://github.com/modelscope/modelscope-agent/pull/473
* Feat/llama index readme by suluyana in https://github.com/modelscope/modelscope-agent/pull/471
* add vllm in LLM module by dahaipeng in https://github.com/modelscope/modelscope-agent/pull/474

Bug fixing
* fix readme bug by zzhangpurdue in https://github.com/modelscope/modelscope-agent/pull/470

New Contributors
* dahaipeng made their first contribution in https://github.com/modelscope/modelscope-agent/pull/474

**Full Changelog**: https://github.com/modelscope/modelscope-agent/compare/v0.6.0...v0.6.1