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Title: GitHub - modelscope/ms-agent: MS-Agent: Lightweight Framework for Empowering Agents with Autonomous Exploration in Complex Task Scenarios

Open Graph Title: GitHub - modelscope/ms-agent: MS-Agent: Lightweight Framework for Empowering Agents with Autonomous Exploration in Complex Task Scenarios

X Title: GitHub - modelscope/ms-agent: MS-Agent: Lightweight Framework for Empowering Agents with Autonomous Exploration in Complex Task Scenarios

Description: MS-Agent: Lightweight Framework for Empowering Agents with Autonomous Exploration in Complex Task Scenarios - modelscope/ms-agent

Open Graph Description: MS-Agent: Lightweight Framework for Empowering Agents with Autonomous Exploration in Complex Task Scenarios - modelscope/ms-agent

X Description: MS-Agent: Lightweight Framework for Empowering Agents with Autonomous Exploration in Complex Task Scenarios - modelscope/ms-agent

Opengraph URL: https://github.com/modelscope/ms-agent

X: @github

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Anthropic Skills	https://github.com/anthropics/skills
ms-enclave	https://github.com/modelscope/ms-enclave
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Run Skills	https://patch-diff.githubusercontent.com/modelscope/ms-agent/blob/main/projects/agent_skills/run.py
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MS-Agent Skills	https://patch-diff.githubusercontent.com/modelscope/ms-agent/blob/main/projects/agent_skills/README.md
Anthropic-Agent-Skills	https://docs.claude.com/en/docs/agents-and-tools/agent-skills
Skills	https://github.com/anthropics/skills
	https://patch-diff.githubusercontent.com/modelscope/ms-agent#agentic-insight
	https://patch-diff.githubusercontent.com/modelscope/ms-agent#--lightweight-efficient-and-extensible-multi-modal-deep-research-framework
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	https://patch-diff.githubusercontent.com/modelscope/ms-agent#-demonstration
	https://patch-diff.githubusercontent.com/modelscope/ms-agent#report
Deep Research	https://patch-diff.githubusercontent.com/modelscope/ms-agent/blob/main/projects/deep_research/README.md
	https://patch-diff.githubusercontent.com/modelscope/ms-agent#doc-research
	https://patch-diff.githubusercontent.com/modelscope/ms-agent#features-1
ModelScope Studio	https://modelscope.cn/studios
ModelScope API-Inference	https://modelscope.cn/docs/model-service/API-Inference/intro
	https://patch-diff.githubusercontent.com/modelscope/ms-agent#demo
DocResearchStudio	https://modelscope.cn/studios/ms-agent/DocResearch
UniME: Breaking the Modality Barrier: Universal Embedding Learning with Multimodal LLMs	https://arxiv.org/pdf/2504.17432
	https://private-user-images.githubusercontent.com/10822018/492316417-3f85ba08-6366-49b7-b551-cbe50edf6218.png?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3Njk0MzExOTcsIm5iZiI6MTc2OTQzMDg5NywicGF0aCI6Ii8xMDgyMjAxOC80OTIzMTY0MTctM2Y4NWJhMDgtNjM2Ni00OWI3LWI1NTEtY2JlNTBlZGY2MjE4LnBuZz9YLUFtei1BbGdvcml0aG09QVdTNC1ITUFDLVNIQTI1NiZYLUFtei1DcmVkZW50aWFsPUFLSUFWQ09EWUxTQTUzUFFLNFpBJTJGMjAyNjAxMjYlMkZ1cy1lYXN0LTElMkZzMyUyRmF3czRfcmVxdWVzdCZYLUFtei1EYXRlPTIwMjYwMTI2VDEyMzQ1N1omWC1BbXotRXhwaXJlcz0zMDAmWC1BbXotU2lnbmF0dXJlPWY0ZWI2MWY1MWIyNjI0MjRjODhmZGRlNjM2OWQ5NjUxYTkzODM0MzUzMDE4NDY3YmYyMDgyNzJjNmY1NjUyNzYmWC1BbXotU2lnbmVkSGVhZGVycz1ob3N0In0.habbT5Saaf0H3Kk0raIUdu5GzzMQx2h9QG-2B7XtDqQ
Doc Research	https://patch-diff.githubusercontent.com/modelscope/ms-agent/blob/main/projects/doc_research/README.md
	https://patch-diff.githubusercontent.com/modelscope/ms-agent#code-scratch
	https://patch-diff.githubusercontent.com/modelscope/ms-agent#features-2
	https://patch-diff.githubusercontent.com/modelscope/ms-agent#demo-1
Code Scratch	https://patch-diff.githubusercontent.com/modelscope/ms-agent/blob/main/projects/code_genesis/README.md
	https://patch-diff.githubusercontent.com/modelscope/ms-agent#finresearch
	https://patch-diff.githubusercontent.com/modelscope/ms-agent#key-features-1
	https://patch-diff.githubusercontent.com/modelscope/ms-agent#quick-start-1
https://exa.ai	https://exa.ai
https://serpapi.com	https://serpapi.com
workflow configuration	https://patch-diff.githubusercontent.com/modelscope/ms-agent/blob/main/projects/fin_research/workflow.yaml
FinResearch	https://patch-diff.githubusercontent.com/modelscope/ms-agent/blob/main/projects/fin_research/README.md
MS-Agent Documentation	https://ms-agent-en.readthedocs.io/en/latest/Projects/FinResearch.html
	https://patch-diff.githubusercontent.com/modelscope/ms-agent#singularity-cinema
	https://patch-diff.githubusercontent.com/modelscope/ms-agent#core-features
	https://patch-diff.githubusercontent.com/modelscope/ms-agent#quick-start-2
	https://modelscope-open.oss-cn-hangzhou.aliyuncs.com/deepspeed-zero.mp4
	https://modelscope-open.oss-cn-hangzhou.aliyuncs.com/a-history-of-us-gdp.mp4
	https://patch-diff.githubusercontent.com/modelscope/ms-agent#references-1
Complete Documentation	https://patch-diff.githubusercontent.com/modelscope/ms-agent/blob/main/docs/zh/Projects/video-generation
	https://patch-diff.githubusercontent.com/modelscope/ms-agent#interesting-works
ms-agent/newspaper	https://www.modelscope.cn/models/ms-agent/newspaper/summary
	https://patch-diff.githubusercontent.com/modelscope/ms-agent#roadmap
Anthropic-Agent-Skills	https://docs.claude.com/en/docs/agents-and-tools/agent-skills
	https://patch-diff.githubusercontent.com/modelscope/ms-agent#license
Apache License (Version 2.0)	https://github.com/modelscope/modelscope/blob/master/LICENSE
	https://patch-diff.githubusercontent.com/modelscope/ms-agent#star-history
	https://star-history.com/#modelscope/modelscope-agent&Date
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ms-agent-en.readthedocs.io	https://ms-agent-en.readthedocs.io
memory	https://patch-diff.githubusercontent.com/topics/memory
code-generation	https://patch-diff.githubusercontent.com/topics/code-generation
chat-bot	https://patch-diff.githubusercontent.com/topics/chat-bot
agentic-search	https://patch-diff.githubusercontent.com/topics/agentic-search
deep-research	https://patch-diff.githubusercontent.com/topics/deep-research
agentic-insight	https://patch-diff.githubusercontent.com/topics/agentic-insight
Readme	https://patch-diff.githubusercontent.com/modelscope/ms-agent#readme-ov-file
Apache-2.0 license	https://patch-diff.githubusercontent.com/modelscope/ms-agent#Apache-2.0-1-ov-file
Code of conduct	https://patch-diff.githubusercontent.com/modelscope/ms-agent#coc-ov-file
Contributing	https://patch-diff.githubusercontent.com/modelscope/ms-agent#contributing-ov-file
Please reload this page	https://patch-diff.githubusercontent.com/modelscope/ms-agent
Activity	https://patch-diff.githubusercontent.com/modelscope/ms-agent/activity
Custom properties	https://patch-diff.githubusercontent.com/modelscope/ms-agent/custom-properties
3.9k stars	https://patch-diff.githubusercontent.com/modelscope/ms-agent/stargazers
46 watching	https://patch-diff.githubusercontent.com/modelscope/ms-agent/watchers
445 forks	https://patch-diff.githubusercontent.com/modelscope/ms-agent/forks
Report repository	https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fmodelscope%2Fms-agent&report=modelscope+%28user%29
Releases 28	https://patch-diff.githubusercontent.com/modelscope/ms-agent/releases
v1.5.2 Latest Dec 22, 2025	https://patch-diff.githubusercontent.com/modelscope/ms-agent/releases/tag/v1.5.2
+ 27 releases	https://patch-diff.githubusercontent.com/modelscope/ms-agent/releases
Packages 0	https://patch-diff.githubusercontent.com/orgs/modelscope/packages?repo_name=ms-agent
Please reload this page	https://patch-diff.githubusercontent.com/modelscope/ms-agent
Contributors 49	https://patch-diff.githubusercontent.com/modelscope/ms-agent/graphs/contributors
	https://github.com/zzhangpurdue
	https://github.com/tastelikefeet
	https://github.com/wangxingjun778
	https://github.com/suluyana
	https://github.com/wenmengzhou
	https://github.com/dika-hhh
	https://github.com/Zhikaiiii
	https://github.com/mushenL
	https://github.com/alcholiclg
	https://github.com/lylalala
	https://github.com/dahaipeng
	https://github.com/justmywyw
	https://github.com/wangyijunlyy
	https://github.com/tuhahaha
+ 35 contributors	https://patch-diff.githubusercontent.com/modelscope/ms-agent/graphs/contributors
Python 93.3%	https://patch-diff.githubusercontent.com/modelscope/ms-agent/search?l=python
TypeScript 5.8%	https://patch-diff.githubusercontent.com/modelscope/ms-agent/search?l=typescript
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