Update README.md

README.md

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-license: mit
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+---
+license: mit
+tags:
+- Orchestrating
+- AI-Agent
+---
+
+
+# Orchestrating Agents 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](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
+
+
+## [https://github com/crewaiinc/crewai](https://github.com/crewAIInc/crewAI)
+<details>
+
+### website
+https://github.com/crewAIInc/crewAI
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/orchestrating-agents/pub-https://github-com/crewaiinc/crewai/https://github-com/crewaiinc/crewai
+### description
+A: CrewAI is a cutting-edge framework for orchestrating role-playing, autonomous AI agents. It enables agents to work together seamlessly, tackling complex ...
+### category
+Orchestrating Agents
+### tags
+
+
+</details>
+
+
+## [awslabs github io](https://awslabs.github.io/multi-agent-orchestrator/)
+<details>
+
+### website
+https://awslabs.github.io/multi-agent-orchestrator/
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/orchestrating-agents/pub-awslabs-github-io/awslabs-github-io
+### description
+Multi-Agent Orchestrator Search GitHub Select theme Looking for details on Amazon Bedrock’s multi-agent collaboration capability announced during Matt Garman's keynote at re:Invent 2024? Quick Install
+### category
+Orchestrating Agents
+### tags
+
+
+</details>
+
+
+## [ag2 ai](https://docs.ag2.ai/docs/home/home)
+<details>
+
+### website
+https://docs.ag2.ai/docs/home/home
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/orchestrating-agents/pub-ag2-ai/ag2-ai
+### description
+The Open-Source AgentOS Join our growing community of over 20,000 agent builders Build production-ready multi-agent systems in minutes, not months. Github Discord Create specialized agents that work t
+### category
+Orchestrating Agents
+### tags
+
+
+</details>
+
+
+## [teneo ai](https://www.teneo.ai/platform/agenticai)
+<details>
+
+### website
+https://www.teneo.ai/platform/agenticai
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/orchestrating-agents/pub-teneo-ai/teneo-ai
+### description
+Teneo.AI   Open menu Platform Platform Solutions Solutions Developers Developers Learning Hub Learning Hub Partners Partners About Us About Us  Contact Contact  AI Agent Teneo for Automotive Industry 
+### category
+Orchestrating Agents
+### tags
+
+
+</details>
+
+
+## [finbold](https://finbold.com/guide/what-is-agentic-orchestration/)
+<details>
+
+### website
+https://finbold.com/guide/what-is-agentic-orchestration/
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/orchestrating-agents/pub-finbold/finbold
+### description
+
+
+News Finance news Crypto news Stock news Technology news Startup news Regulation news Banking news Press Releases Interviews Sponsored Leader Insights Markets Stocks Cryptocurrencies ETFs Learn Cryp
+### category
+Orchestrating Agents
+### tags
+
+
+</details>
+
+
+## [aws](https://aws.amazon.com/bedrock/agents/)
+<details>
+
+### website
+https://aws.amazon.com/bedrock/agents/
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/orchestrating-agents/pub-aws/aws
+### description
+
+
+We use essential cookies and similar tools that are necessary to provide our site and services. We use performance cookies to collect anonymous statistics, so we can understand how customers use our
+### category
+Orchestrating Agents
+### tags
+
+
+</details>
+
+
+## [upstream works software](https://www.upstreamworks.com/orchestrating-the-agent-experience/)
+<details>
+
+### website
+https://www.upstreamworks.com/orchestrating-the-agent-experience/
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/orchestrating-agents/pub-upstream-works-software/upstream-works-software
+### description
+Orchestrating the Agent Experience. How technology can help by augmenting it to provide a sound CX. Just as a symphony's harmony is only as strong as its ...
+### category
+Orchestrating Agents
+### tags
+
+
+</details>
+
+
+## [contact center pipeline](https://www.contactcenterpipeline.com/Article/orchestrating-the-agent-experience)
+<details>
+
+### website
+https://www.contactcenterpipeline.com/Article/orchestrating-the-agent-experience
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/orchestrating-agents/pub-contact-center-pipeline/contact-center-pipeline
+### description
+Agent training is a great use case for AI applications. They can help agents upskill in less time and more effectively than with other learning tools. AI is ...
+### category
+Orchestrating Agents
+### tags
+
+
+</details>
+
+
+## [wiley](https://www.wiley.com/en-us/Age+of+Invisible+Machines%3A+A+Guide+to+Orchestrating+AI+Agents+and+Making+Organizations+More+Self-driving%2C+Revised+and+Updated+2nd+Edition-p-00437684)
+<details>
+
+### website
+https://www.wiley.com/en-us/Age+of+Invisible+Machines%3A+A+Guide+to+Orchestrating+AI+Agents+and+Making+Organizations+More+Self-driving%2C+Revised+and+Updated+2nd+Edition-p-00437684
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/orchestrating-agents/pub-wiley/wiley
+### description
+In the newly revised second edition of Age of Invisible Machines, renowned tech leader Robb Wilson delivers a startlingly insightful and eye-opening blueprint ...
+### category
+Orchestrating Agents
+### tags
+
+
+</details>
+
+
+## [e2b dev](https://e2b-landing-page.framer.website/ai-agents/crewai)
+<details>
+
+### website
+https://e2b-landing-page.framer.website/ai-agents/crewai
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/orchestrating-agents/pub-e2b-dev/e2b-dev
+### description
+* * * $11.5M * * * [.873] [.542] [.285] [.557] [.013] [.801] [.798] [.117]️ [.070] [.833] [.984] [.342] [.330] [.103] [.004] [.400] [.087] [.707] [.212] [.616] [.206][.505] [.043] [.245] [.273] [.143]
+### category
+Orchestrating Agents
+### tags
+
+
+</details>
+
+
+## [inngest](https://agentkit.inngest.com/overview)
+<details>
+
+### website
+https://agentkit.inngest.com/overview
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/orchestrating-agents/pub-inngest/inngest
+### description
+Designed with orchestration at it's core, AgentKit enables developers to build, test, and deploy reliable AI applications at scale. With AgentKit, you get: ✨ ...
+### category
+Orchestrating Agents
+### tags
+
+
+</details>
+
+
+## [zenml](https://www.zenml.io/llmops-database/building-and-orchestrating-multi-agent-systems-at-scale-with-crewai)
+<details>
+
+### website
+https://www.zenml.io/llmops-database/building-and-orchestrating-multi-agent-systems-at-scale-with-crewai
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/orchestrating-agents/pub-zenml/zenml
+### description
+CrewAI developed a production-ready framework for building and orchestrating multi-agent AI systems, demonstrating its capabilities through internal use ...
+### category
+Orchestrating Agents
+### tags
+
+
+</details>
+
+
+## [agentkit](https://agentkit.inngest.com/overview)
+<details>
+
+### website
+https://agentkit.inngest.com/overview
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/orchestrating-agents/pub-agentkit/agentkit
+### description
+AI AGENT
+### category
+Orchestrating Agents
+### tags
+
+
+</details>
+
+
+## [openai github io](https://openai.github.io/openai-agents-python/multi_agent/)
+<details>
+
+### website
+https://openai.github.io/openai-agents-python/multi_agent/
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/orchestrating-agents/pub-openai-github-io/openai-github-io
+### description
+OpenAI Agents SDK Orchestrating multiple agents Intro Quickstart Documentation   Agents Running agents Results Streaming Tools Handoffs Tracing Context management Guardrails Orchestrating multiple age
+### category
+Orchestrating Agents
+### tags
+
+
+</details>
+
+
+## [ag2ai github io](https://ag2ai.github.io/ag2/docs/user-guide/basic-concepts/orchestration/orchestrations/)
+<details>
+
+### website
+https://ag2ai.github.io/ag2/docs/user-guide/basic-concepts/orchestration/orchestrations/
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/orchestrating-agents/pub-ag2ai-github-io/ag2ai-github-io
+### description
+AG2 Orchestrating agents Home  User Guide   Basic Concepts   Installing AG2 LLM Configuration  Conversable Agent Human In The Loop Orchestrating Agents   Orchestrations Sequential Chat Nested Chat Swa
+### category
+Orchestrating Agents
+### tags
+
+
+</details>
+
+
+## [awslabs](https://github.com/awslabs/multi-agent-orchestrator)
+<details>
+
+### website
+https://github.com/awslabs/multi-agent-orchestrator
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/orchestrating-agents/pub-awslabs/awslabs
+### description
+Qwen Coding Agent offers an advanced framework for developing applications utilizing large language models (LLMs), enhancing capabilities such as instruction following, tool usage, planning, and memor
+### category
+Orchestrating Agents
+### tags
+
+
+</details>
+
+
+## [lablab ai](https://lablab.ai/t/openais-swarm-a-deep-dive-into-multi-agent-orchestration-for-everyone)
+<details>
+
+### website
+https://lablab.ai/t/openais-swarm-a-deep-dive-into-multi-agent-orchestration-for-everyone
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/orchestrating-agents/pub-lablab-ai/lablab-ai
+### description
+2024年10月31日 — To get the best results with Swarm, it's important to design your agents with clear and concise roles. Avoid creating agents that try to do too ...
+### category
+Orchestrating Agents
+### tags
+
+
+</details>
+
+
+## [contactcenterpipeline com](https://www.contactcenterpipeline.com/Article/the-need-for-ai-in-contact-centers)
+<details>
+
+### website
+https://www.contactcenterpipeline.com/Article/the-need-for-ai-in-contact-centers
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/orchestrating-agents/pub-contactcenterpipeline-com/contactcenterpipeline-com
+### description
+Toggle navigation     Contact Center Pipeline Magazine Operations People Strategy Technology All Topics Research White Papers Remote Work Most Recent Magazine Pipeline+ Blog    Subscribe SAVE 25% Subs
+### category
+Orchestrating Agents
+### tags
+
+
+</details>
+
+
+## [association of data scientists](https://adasci.org/multi-agent-orchestration-through-openais-swarm-a-hands-on-guide/)
+<details>
+
+### website
+https://adasci.org/multi-agent-orchestration-through-openais-swarm-a-hands-on-guide/
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/orchestrating-agents/pub-association-of-data-scientists/association-of-data-scientists
+### description
+2024年10月22日 — Swarm is used by instantiating a Swarm client which is nothing more than a simple OpenAI client. This client uses the run() function which is ...
+### category
+Orchestrating Agents
+### tags
+
+
+</details>
+
+
+## [superbo](https://superbo.ai/ai-agent-orchestration-enabling-intelligent-multi-agent-systems/)
+<details>
+
+### website
+https://superbo.ai/ai-agent-orchestration-enabling-intelligent-multi-agent-systems/
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/orchestrating-agents/pub-superbo/superbo
+### description
+2025年1月8日 — What is AI Agent Orchestration and Why is it Important? · Scalability: Orchestration enables distributed task execution, allowing systems to ...
+### category
+Orchestrating Agents
+### tags
+
+
+</details>