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README.md

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-license: mit
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+license: mit
+---
+
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+# Science Agent Meta and Traffic Dataset in AI Agent Marketplace | AI Agent Directory | AI Agent Index from DeepNLP
+
+This dataset is collected from AI Agent Marketplace Index and Directory at http://www.deepnlp.org, which contains AI Agents's meta information such as agent's name, website, description, as well as the monthly updated Web performance metrics, including Google,Bing average search ranking positions, Github Stars, Arxiv References, etc.
+The dataset is helpful for AI researchers and practitioners to do analysis, write reports, monitor the trends and track the exponentially growth (though flat) of number of AI Agents in all fields.
+
+To add and list your agent to the Agent Index, please visit [AI Agent Directory](http://www.deepnlp.org/store/ai-agent), use the the workspace [http://www.deepnlp.org/workspace/my_ai_services](http://www.deepnlp.org/workspace/my_ai_services) or using python API
+
+To Search all agents, please use AI Agent Search Engine [Agent Search Engine](http://www.deepnlp.org/search/agent)
+
+[Github AI Agent Marketplace](https://github.com/AI-Agent-Hub/AI-Agent-Marketplace)
+
+[Pypi AI Agent Marketplace](https://pypi.org/project/ai-agent-marketplace/)
+
+![AI Agent Marketplace Directory Search](https://raw.githubusercontent.com/AI-Agent-Hub/AI-Agent-Marketplace/refs/heads/main/docs/image_email_writing_agents.jpg)
+
+# Data Samples
+
+## [ibm](https://www.ibm.com/think/topics/ai-agents)
+<details>
+
+### website
+https://www.ibm.com/think/topics/ai-agents
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/science/pub-ibm/ibm
+### description
+
+
+Subscribe Subscribe today Join our world-class panel of engineers, researchers, product leaders and more as they cut through the AI noise to bring you the latest in AI news and insights. Watch the l
+### category
+Science
+### tags
+
+
+</details>
+
+
+## [agent-force github io](https://agent-force.github.io/AIGS/)
+<details>
+
+### website
+https://agent-force.github.io/AIGS/
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/science/pub-agent-force-github-io/agent-force-github-io
+### description
+In this paper, we study AI-Generated Science (AIGS), where agents independently and autonomously complete the entire research process and discover scientific laws. By revisiting the definition of scie
+### category
+Science
+### tags
+
+
+</details>
+
+
+## [scienceofaiagents com](https://www.scienceofaiagents.com/)
+<details>
+
+### website
+https://www.scienceofaiagents.com/
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/science/pub-scienceofaiagents-com/scienceofaiagents-com
+### description
+
+
+Subscribe  Home Archive About ∙ ∙ Thoughts and analyses on advancing the science of AI agents. Bridging research and practice to build a reliable technology for all.
+### category
+Science
+### tags
+
+
+</details>
+
+
+## [scienceos](https://www.scienceos.ai/science-ai-chat/what-is-an-ai-research-agent/)
+<details>
+
+### website
+https://www.scienceos.ai/science-ai-chat/what-is-an-ai-research-agent/
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/science/pub-scienceos/scienceos
+### description
+What is an AI research agent? AI research agents are specialized artificial intelligence systems designed to autonomously conduct research tasks, often in ...
+### category
+Science
+### tags
+
+
+</details>
+
+
+## [fractal analytics](https://fractal.ai/genesis-ai-agent-arya/)
+<details>
+
+### website
+https://fractal.ai/genesis-ai-agent-arya/
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/science/pub-fractal-analytics/fractal-analytics
+### description
+Discover Kaggle Agent Arya's intricacies in AI for data science. Explore its architecture, capabilities, and the evolving autonomous agent landscape.
+### category
+Science
+### tags
+
+
+</details>
+
+
+## [entrepreneur](https://www.entrepreneur.com/science-technology/ai-agents-are-becoming-more-humanlike-and-openai-is/483031)
+<details>
+
+### website
+https://www.entrepreneur.com/science-technology/ai-agents-are-becoming-more-humanlike-and-openai-is/483031
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/science/pub-entrepreneur/entrepreneur
+### description
+3 foundational principles for integrating AI agents. Invest in training and customization: AI agents are dynamic systems that require ongoing training and fine-tuning to align with business ...
+### category
+Science
+### tags
+
+
+</details>
+
+
+## [data science partners](https://datasciencepartners.nl/ai-agents/)
+<details>
+
+### website
+https://datasciencepartners.nl/ai-agents/
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/science/pub-data-science-partners/data-science-partners
+### description
+De term AI-agents klinkt misschien als iets uit science fiction, maar het is vandaag een van de meest besproken trends in kunstmatige intelligentie en generative AI. AI …
+### category
+Science
+### tags
+
+
+</details>
+
+
+## [rappler](https://www.rappler.com/technology/features/what-is-ai-agent-explainer-artificial-intelligence-tools/)
+<details>
+
+### website
+https://www.rappler.com/technology/features/what-is-ai-agent-explainer-artificial-intelligence-tools/
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/science/pub-rappler/rappler
+### description
+AI agents are said to have 'significant advances over large language models' with their 'ability to take actions on behalf of the people and companies who use them'
+### category
+Science
+### tags
+
+
+</details>
+
+
+## [fractal](https://fractal.ai/genesis-ai-agent-arya/)
+<details>
+
+### website
+https://fractal.ai/genesis-ai-agent-arya/
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/science/pub-fractal/fractal
+### description
+Development of Autonomous AI agents has accelerated significantly with the rise of Large Language Models. Fractal’s Research team is developing specialized agents and the associated agentic ecosystem 
+### category
+Science
+### tags
+
+
+</details>
+
+
+## [edsl expectedparrot](https://github.com/expectedparrot/edsl)
+<details>
+
+### website
+https://github.com/expectedparrot/edsl
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/science/pub-edsl-expectedparrot/edsl-expectedparrot
+### description
+Design, conduct and analyze results of AI-powered surveys and experiments. Simulate social science and market research with large numbers…
+### category
+SCIENCE
+### tags
+
+
+</details>
+
+
+## [DS-Agent guosyjlu](https://github.com/guosyjlu/DS-Agent)
+<details>
+
+### website
+https://github.com/guosyjlu/DS-Agent
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/science/pub-ds-agent-guosyjlu/ds-agent-guosyjlu
+### description
+Official implementation of "DS-Agent: Automated Data Science by Empowering Large Language Models with Case-Based Reasoning" in ICML'24
+### category
+SCIENCE
+### tags
+
+
+</details>
+
+
+## [iris-agent Ejhfast](https://github.com/Ejhfast/iris-agent)
+<details>
+
+### website
+https://github.com/Ejhfast/iris-agent
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/science/pub-iris-agent-ejhfast/iris-agent-ejhfast
+### description
+A extensible conversational agent for data science tasks
+### category
+SCIENCE
+### tags
+
+
+</details>
+
+
+## [Awesome-Colorful-LLM patrick-tssn](https://github.com/patrick-tssn/Awesome-Colorful-LLM)
+<details>
+
+### website
+https://github.com/patrick-tssn/Awesome-Colorful-LLM
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/science/pub-awesome-colorful-llm-patrick-tssn/awesome-colorful-llm-patrick-tssn
+### description
+Recent advancements propelled by large language models (LLMs), encompassing an array of domains including Vision, Audio, Agent, Robotics,…
+### category
+SCIENCE
+### tags
+
+
+</details>
+
+
+## [virtual-lab zou-group](https://github.com/zou-group/virtual-lab)
+<details>
+
+### website
+https://github.com/zou-group/virtual-lab
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/science/pub-virtual-lab-zou-group/virtual-lab-zou-group
+### description
+A virtual lab of LLM agents for science research
+### category
+SCIENCE
+### tags
+
+
+</details>
+
+
+## [awesome-science-agents zoedsy](https://github.com/zoedsy/awesome-science-agents)
+<details>
+
+### website
+https://github.com/zoedsy/awesome-science-agents
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/science/pub-awesome-science-agents-zoedsy/awesome-science-agents-zoedsy
+### description
+
+### category
+SCIENCE
+### tags
+
+
+</details>
+
+
+## [DSBench LiqiangJing](https://github.com/LiqiangJing/DSBench)
+<details>
+
+### website
+https://github.com/LiqiangJing/DSBench
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/science/pub-dsbench-liqiangjing/dsbench-liqiangjing
+### description
+DSBench: How Far are Data Science Agents from Becoming Data Science Experts?
+### category
+SCIENCE
+### tags
+
+
+</details>
+
+
+## [MADS AiFlowSolutions](https://github.com/AiFlowSolutions/MADS)
+<details>
+
+### website
+https://github.com/AiFlowSolutions/MADS
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/science/pub-mads-aiflowsolutions/mads-aiflowsolutions
+### description
+A framework that uses multi-agents to enable users to perform a systematic data science pipeline with just two inputs.
+### category
+SCIENCE
+### tags
+
+
+</details>
+
+
+## [Social_Science RenqiChen](https://github.com/RenqiChen/Social_Science)
+<details>
+
+### website
+https://github.com/RenqiChen/Social_Science
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/science/pub-social_science-renqichen/social_science-renqichen
+### description
+Multi-Agent System for Science of Science
+### category
+SCIENCE
+### tags
+
+
+</details>
+
+
+## [ScienceAgentBench OSU-NLP-Group](https://github.com/OSU-NLP-Group/ScienceAgentBench)
+<details>
+
+### website
+https://github.com/OSU-NLP-Group/ScienceAgentBench
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/science/pub-scienceagentbench-osu-nlp-group/scienceagentbench-osu-nlp-group
+### description
+ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery
+### category
+SCIENCE
+### tags
+
+
+</details>
+