diff --git a/docs/contributors/docs.md b/docs/contributors/docs.md
index eca7d778..377658d8 100644
--- a/docs/contributors/docs.md
+++ b/docs/contributors/docs.md
@@ -318,7 +318,7 @@ Schedule quarterly audits to refine structure and content across all repositorie
Promote your contributions via:
-- **Swarms Discord**: https://discord.gg/jM3Z6M9uMq
+- **Swarms Discord**: https://discord.gg/EamjgSaEQf
- **Swarms Telegram**: https://t.me/swarmsgroupchat
diff --git a/docs/contributors/environment_setup.md b/docs/contributors/environment_setup.md
index 18d0d48f..7145b6d2 100644
--- a/docs/contributors/environment_setup.md
+++ b/docs/contributors/environment_setup.md
@@ -623,7 +623,7 @@ If you encounter issues:
1. **Check the FAQ** in the main documentation
2. **Search existing issues** on GitHub
-3. **Ask in the Discord community**: [discord.gg/jM3Z6M9uMq](https://discord.gg/jM3Z6M9uMq)
+3. **Ask in the Discord community**: [discord.gg/jM3Z6M9uMq](https://discord.gg/EamjgSaEQf)
4. **Create a GitHub issue** with:
- Your operating system
- Python version
diff --git a/docs/examples/agent_stream.md b/docs/examples/agent_stream.md
index 2c5bc6b9..79c0a8ef 100644
--- a/docs/examples/agent_stream.md
+++ b/docs/examples/agent_stream.md
@@ -54,7 +54,7 @@ If you'd like technical support, join our Discord below and stay updated on our
|----------|------|-------------|
| 📚 Documentation | [docs.swarms.world](https://docs.swarms.world) | Official documentation and guides |
| 📝 Blog | [Medium](https://medium.com/@kyeg) | Latest updates and technical articles |
-| 💬 Discord | [Join Discord](https://discord.gg/jM3Z6M9uMq) | Live chat and community support |
+| 💬 Discord | [Join Discord](https://discord.gg/EamjgSaEQf) | Live chat and community support |
| 🐦 Twitter | [@kyegomez](https://twitter.com/kyegomez) | Latest news and announcements |
| 👥 LinkedIn | [The Swarm Corporation](https://www.linkedin.com/company/the-swarm-corporation) | Professional network and updates |
| 📺 YouTube | [Swarms Channel](https://www.youtube.com/channel/UC9yXyitkbU_WSy7bd_41SqQ) | Tutorials and demos |
diff --git a/docs/examples/community_resources.md b/docs/examples/community_resources.md
index fcc38e6f..58d81038 100644
--- a/docs/examples/community_resources.md
+++ b/docs/examples/community_resources.md
@@ -5,7 +5,7 @@ Welcome to the Community Resources page! Here you'll find a curated collection o
These resources cover a wide range of topics, including building your first agent, advanced multi-agent architectures, API integrations, and using Swarms with both Python and Rust. Whether you're a beginner or an experienced developer, these links will help you deepen your understanding and accelerate your development with the Swarms framework.
-## Python
+## Swarms Python
| Title | Description | Link |
|-------|-------------|------|
@@ -21,7 +21,7 @@ These resources cover a wide range of topics, including building your first agen
| **Introducing GPT-4o Mini: The Future of Cost-Efficient AI Intelligence** | Discover the capabilities and advantages of GPT-4o Mini for building cost-effective, intelligent agents. | [Read Article](https://medium.com/@kyeg/introducing-gpt-4o-mini-the-future-of-cost-efficient-ai-intelligence-a3e3fe78d939) |
-### API
+### Swarms API
| Title | Description | Link |
|-------|-------------|------|
@@ -34,3 +34,8 @@ These resources cover a wide range of topics, including building your first agen
|-------|-------------|------|
| **Building Medical Multi-Agent Systems with Swarms Rust: A Comprehensive Tutorial** | Comprehensive tutorial for developing medical multi-agent systems using Swarms Rust. | [Read Article](https://medium.com/@kyeg/building-medical-multi-agent-systems-with-swarms-rust-a-comprehensive-tutorial-1e8e060601f9) |
| **Building Production-Grade Agentic Applications with Swarms Rust: A Comprehensive Tutorial** | Learn to build robust, production-ready agentic applications with Swarms Rust. | [Read Article](https://medium.com/@kyeg/building-production-grade-agentic-applications-with-swarms-rust-a-comprehensive-tutorial-bb567c02340f) |
+
+
+### Youtube Videos
+
+- [Swarms Playlist by Swarms Founder Kye Gomez](https://www.youtube.com/watch?v=FzbBRbaqsG8&list=PLphplB7PcU1atnmrUl7lJ5bmGXR7R4lhA)
\ No newline at end of file
diff --git a/docs/examples/cookbook_index.md b/docs/examples/cookbook_index.md
index b16aee96..624d82e6 100644
--- a/docs/examples/cookbook_index.md
+++ b/docs/examples/cookbook_index.md
@@ -43,7 +43,7 @@ This index provides a categorized list of examples and tutorials for using the S
|----------|------|-------------|
| 📚 Documentation | [docs.swarms.world](https://docs.swarms.world) | Official documentation and guides |
| 📝 Blog | [Medium](https://medium.com/@kyeg) | Latest updates and technical articles |
-| 💬 Discord | [Join Discord](https://discord.gg/jM3Z6M9uMq) | Live chat and community support |
+| 💬 Discord | [Join Discord](https://discord.gg/EamjgSaEQf) | Live chat and community support |
| 🐦 Twitter | [@kyegomez](https://twitter.com/kyegomez) | Latest news and announcements |
| 👥 LinkedIn | [The Swarm Corporation](https://www.linkedin.com/company/the-swarm-corporation) | Professional network and updates |
| 📺 YouTube | [Swarms Channel](https://www.youtube.com/channel/UC9yXyitkbU_WSy7bd_41SqQ) | Tutorials and demos |
diff --git a/docs/examples/paper_implementations.md b/docs/examples/paper_implementations.md
index e9211a7d..b4c889d0 100644
--- a/docs/examples/paper_implementations.md
+++ b/docs/examples/paper_implementations.md
@@ -1,6 +1,8 @@
# Multi-Agent Paper Implementations
-At Swarms, we are passionate about democratizing access to cutting-edge multi-agent research and making advanced AI collaboration accessible to everyone. Our mission is to bridge the gap between academic research and practical implementation by providing production-ready, open-source implementations of the most impactful multi-agent research papers.
+At Swarms, we are passionate about democratizing access to cutting-edge multi-agent research and making advanced agent collaboration accessible to everyone.
+
+Our mission is to bridge the gap between academic research and practical implementation by providing production-ready, open-source implementations of the most impactful multi-agent research papers.
### Why Multi-Agent Research Matters
@@ -38,10 +40,6 @@ This documentation showcases our comprehensive collection of multi-agent researc
Whether you're a researcher looking to validate findings, a developer building production systems, or a student learning about multi-agent AI, you'll find valuable resources here to advance your work.
-### Join the Multi-Agent Revolution
-
-We invite you to explore these implementations, contribute to our research efforts, and help shape the future of collaborative AI. Together, we can unlock the full potential of multi-agent systems and create AI that truly works as a team.
-
## Implemented Research Papers
| Paper Name | Description | Original Paper | Implementation | Status | Key Features |
@@ -52,79 +50,12 @@ We invite you to explore these implementations, contribute to our research effor
| **[Mixture of Agents (MoA)](https://arxiv.org/abs/2406.04692)** | A sophisticated multi-agent architecture that implements parallel processing with iterative refinement, combining diverse expert agents for comprehensive analysis. | Multi-agent collaboration concepts | [`swarms.structs.moa`](https://docs.swarms.world/en/latest/swarms/structs/moa/) | ✅ Complete | Parallel processing, expert agent combination, iterative refinement, state-of-the-art performance |
| **Deep Research Swarm** | A production-grade research system that conducts comprehensive analysis across multiple domains using parallel processing and advanced AI agents. | Research methodology | [`swarms.structs.deep_research_swarm`](https://docs.swarms.world/en/latest/swarms/structs/deep_research_swarm/) | ✅ Complete | Parallel search processing, multi-agent coordination, information synthesis, concurrent execution |
| **Agent-as-a-Judge** | An evaluation framework that uses agents to evaluate other agents, implementing the "Agent-as-a-Judge: Evaluate Agents with Agents" methodology. | [arXiv:2410.10934](https://arxiv.org/abs/2410.10934) | [`swarms.agents.agent_judge`](https://docs.swarms.world/en/latest/swarms/agents/agent_judge/) | ✅ Complete | Agent evaluation, quality assessment, automated judging, performance metrics |
-
-## Additional Research Resources
+| **Advanced Research System** | An enhanced implementation of the orchestrator-worker pattern from Anthropic's paper "How we built our multi-agent research system", featuring parallel execution, LLM-as-judge evaluation, and professional report generation. | [Anthropic Paper](https://www.anthropic.com/engineering/built-multi-agent-research-system) | [GitHub Repository](https://github.com/The-Swarm-Corporation/AdvancedResearch) | ✅ Complete | Orchestrator-worker architecture, parallel execution, Exa API integration, export capabilities |
### Multi-Agent Papers Compilation
We maintain a comprehensive list of multi-agent research papers at: [awesome-multi-agent-papers](https://github.com/kyegomez/awesome-multi-agent-papers)
-### Research Lists
-
-Our research compilation includes:
-
-- **Projects**: ModelScope-Agent, Gorilla, BMTools, LMQL, Langchain, MetaGPT, AutoGPT, and more
-
-- **Research Papers**: BOLAA, ToolLLM, Communicative Agents, Mind2Web, Voyager, Tree of Thoughts, and many others
-
-- **Blog Articles**: Latest insights and developments in autonomous agents
-
-- **Talks**: Presentations from leading researchers like Geoffrey Hinton and Andrej Karpathy
-
-
-## Implementation Details
-
-### MALT Framework
-
-The MALT implementation provides:
-
-- **Three-Agent Architecture**: Creator, Verifier, and Refiner agents
-
-- **Structured Workflow**: Coordinated task execution with conversation history
-
-- **Reliability Features**: Error handling, validation, and quality assurance
-
-- **Extensibility**: Custom agent integration and configuration options
-
-
-### MAI-DxO System
-
-The MAI Diagnostic Orchestrator features:
-
-- **Virtual Physician Panel**: Multiple specialized medical agents
-
-- **Cost Optimization**: Efficient diagnostic workflows
-
-- **Iterative Refinement**: Continuous improvement of diagnoses
-
-- **Medical Expertise**: Domain-specific knowledge and reasoning
-
-
-### AI-CoScientist Framework
-
-The AI-CoScientist implementation includes:
-
-- **Tournament-Based Selection**: Elo rating system for hypothesis ranking
-
-- **Peer Review System**: Comprehensive evaluation of scientific proposals
-
-- **Hypothesis Evolution**: Iterative refinement based on feedback
-
-- **Diversity Control**: Proximity analysis to maintain hypothesis variety
-
-
-### Mixture of Agents (MoA)
-
-The MoA architecture provides:
-
-- **Parallel Processing**: Multiple agents working simultaneously
-
-- **Expert Specialization**: Domain-specific agent capabilities
-
-- **Iterative Refinement**: Continuous improvement through collaboration
-
-- **State-of-the-Art Performance**: Achieving superior results through collective intelligence
-
## Contributing
@@ -156,7 +87,7 @@ If you use any of these implementations in your research, please cite the origin
Join our community to stay updated on the latest multi-agent research implementations:
-- **Discord**: [Join our community](https://discord.gg/jM3Z6M9uMq)
+- **Discord**: [Join our community](https://discord.gg/EamjgSaEQf)
- **Documentation**: [docs.swarms.world](https://docs.swarms.world)
diff --git a/docs/examples/templates.md b/docs/examples/templates.md
index fbce5dba..1c4471f1 100644
--- a/docs/examples/templates.md
+++ b/docs/examples/templates.md
@@ -192,7 +192,7 @@ Join our community of agent engineers and researchers for technical support, cut
| 🌐 Website | Official project website | [swarms.ai](https://swarms.ai) |
| 📚 Documentation | Official documentation and guides | [docs.swarms.world](https://docs.swarms.world) |
| 📝 Blog | Latest updates and technical articles | [Medium](https://medium.com/@kyeg) |
-| 💬 Discord | Live chat and community support | [Join Discord](https://discord.gg/jM3Z6M9uMq) |
+| 💬 Discord | Live chat and community support | [Join Discord](https://discord.gg/EamjgSaEQf) |
| 🐦 Twitter | Latest news and announcements | [@kyegomez](https://twitter.com/kyegomez) |
| 👥 LinkedIn | Professional network and updates | [The Swarm Corporation](https://www.linkedin.com/company/the-swarm-corporation) |
| 📺 YouTube | Tutorials and demos | [Swarms Channel](https://www.youtube.com/channel/UC9yXyitkbU_WSy7bd_41SqQ) |
diff --git a/docs/governance/bounty_program.md b/docs/governance/bounty_program.md
index 332b89f1..9623e4ed 100644
--- a/docs/governance/bounty_program.md
+++ b/docs/governance/bounty_program.md
@@ -43,7 +43,7 @@ To ensure high-quality contributions and streamline the process, please adhere t
## Get Involved
1. **Join the Community**:
- - Become an active member of the Swarms community by joining our Discord server: [Join Now](https://discord.gg/jM3Z6M9uMq). The Discord server serves as a hub for discussions, updates, and support.
+ - Become an active member of the Swarms community by joining our Discord server: [Join Now](https://discord.gg/EamjgSaEQf). The Discord server serves as a hub for discussions, updates, and support.
2. **Stay Updated**:
- Keep track of the latest updates, announcements, and bounty opportunities by regularly checking the Discord channel and the GitHub repository.
diff --git a/docs/governance/main.md b/docs/governance/main.md
index 70a6a5a2..30a05cda 100644
--- a/docs/governance/main.md
+++ b/docs/governance/main.md
@@ -45,7 +45,7 @@ Welcome to the Swarms ecosystem. Click any tile below to explore our products, c
🦀 GitHub: Swarms (Rust)
-💬 Join Our Discord
+💬 Join Our Discord
📱 Telegram Group
@@ -67,7 +67,7 @@ Welcome to the Swarms ecosystem. Click any tile below to explore our products, c
| Chat UI | [swarms.world/platform/chat](https://swarms.world/platform/chat) |
| Marketplace | [swarms.world](https://swarms.world) |
| Startup App | [Apply Here](https://www.swarms.xyz/programs/startups) |
-| Discord | [Join Now](https://discord.gg/jM3Z6M9uMq) |
+| Discord | [Join Now](https://discord.gg/EamjgSaEQf) |
| Telegram | [Group Chat](https://t.me/swarmsgroupchat) |
| Twitter/X | [@swarms_corp](https://x.com/swarms_corp) |
| Blog | [medium.com/@kyeg](https://medium.com/@kyeg) |
diff --git a/docs/guides/financial_analysis_swarm_mm.md b/docs/guides/financial_analysis_swarm_mm.md
index d4e844e2..63c5ae5c 100644
--- a/docs/guides/financial_analysis_swarm_mm.md
+++ b/docs/guides/financial_analysis_swarm_mm.md
@@ -7,7 +7,7 @@ Before we dive into the code, let's briefly introduce the Swarms framework. Swar
For more information and to contribute to the project, visit the [Swarms GitHub repository](https://github.com/kyegomez/swarms). We highly recommend exploring the documentation for a deeper understanding of Swarms' capabilities.
Additional resources:
-- [Swarms Discord](https://discord.gg/jM3Z6M9uMq) for community discussions
+- [Swarms Discord](https://discord.gg/EamjgSaEQf) for community discussions
- [Swarms Twitter](https://x.com/swarms_corp) for updates
- [Swarms Spotify](https://open.spotify.com/show/2HLiswhmUaMdjHC8AUHcCF?si=c831ef10c5ef4994) for podcasts
- [Swarms Blog](https://medium.com/@kyeg) for in-depth articles
@@ -460,7 +460,7 @@ This system provides a powerful foundation for financial analysis, but there's a
Remember, the Swarms framework is a powerful and flexible tool that can be adapted to a wide range of complex tasks beyond just financial analysis. We encourage you to explore the [Swarms GitHub repository](https://github.com/kyegomez/swarms) for more examples and inspiration.
-For more in-depth discussions and community support, consider joining the [Swarms Discord](https://discord.gg/jM3Z6M9uMq). You can also stay updated with the latest developments by following [Swarms on Twitter](https://x.com/swarms_corp).
+For more in-depth discussions and community support, consider joining the [Swarms Discord](https://discord.gg/EamjgSaEQf). You can also stay updated with the latest developments by following [Swarms on Twitter](https://x.com/swarms_corp).
If you're interested in learning more about AI and its applications in various fields, check out the [Swarms Spotify podcast](https://open.spotify.com/show/2HLiswhmUaMdjHC8AUHcCF?si=c831ef10c5ef4994) and the [Swarms Blog](https://medium.com/@kyeg) for insightful articles and discussions.
@@ -474,7 +474,7 @@ By leveraging the power of multi-agent AI systems, you're well-equipped to navig
* [Swarms Github](https://github.com/kyegomez/swarms)
-* [Swarms Discord](https://discord.gg/jM3Z6M9uMq)
+* [Swarms Discord](https://discord.gg/EamjgSaEQf)
* [Swarms Twitter](https://x.com/swarms_corp)
* [Swarms Spotify](https://open.spotify.com/show/2HLiswhmUaMdjHC8AUHcCF?si=c831ef10c5ef4994)
* [Swarms Blog](https://medium.com/@kyeg)
diff --git a/docs/guides/healthcare_blog.md b/docs/guides/healthcare_blog.md
index 04629976..0f653002 100644
--- a/docs/guides/healthcare_blog.md
+++ b/docs/guides/healthcare_blog.md
@@ -261,7 +261,7 @@ The table below summarizes the estimated savings for each use case:
- [book a call](https://cal.com/swarms)
-- Swarms Discord: https://discord.gg/jM3Z6M9uMq
+- Swarms Discord: https://discord.gg/EamjgSaEQf
- Swarms Twitter: https://x.com/swarms_corp
diff --git a/docs/index.md b/docs/index.md
index ceb80cc1..6e32a428 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -1,6 +1,6 @@
# Welcome to Swarms Docs Home
-[](https://discord.gg/jM3Z6M9uMq) [](https://www.youtube.com/@kyegomez3242) [](https://www.linkedin.com/in/kye-g-38759a207/) [](https://x.com/swarms_corp)
+[](https://discord.gg/EamjgSaEQf) [](https://www.youtube.com/@kyegomez3242) [](https://www.linkedin.com/in/kye-g-38759a207/) [](https://x.com/swarms_corp)
## What is Swarms?
@@ -79,7 +79,7 @@ Here you'll find references about the Swarms framework, marketplace, community,
|----------|------|-------------|
| 📚 Documentation | [docs.swarms.world](https://docs.swarms.world) | Official documentation and guides |
| 📝 Blog | [Medium](https://medium.com/@kyeg) | Latest updates and technical articles |
-| 💬 Discord | [Join Discord](https://discord.gg/jM3Z6M9uMq) | Live chat and community support |
+| 💬 Discord | [Join Discord](https://discord.gg/EamjgSaEQf) | Live chat and community support |
| 🐦 Twitter | [@kyegomez](https://twitter.com/kyegomez) | Latest news and announcements |
| 👥 LinkedIn | [The Swarm Corporation](https://www.linkedin.com/company/the-swarm-corporation) | Professional network and updates |
| 📺 YouTube | [Swarms Channel](https://www.youtube.com/channel/UC9yXyitkbU_WSy7bd_41SqQ) | Tutorials and demos |
diff --git a/docs/llm.txt b/docs/llm.txt
index 5ccbf028..3dc0048a 100644
--- a/docs/llm.txt
+++ b/docs/llm.txt
@@ -503,7 +503,7 @@ Schedule quarterly audits to refine structure and content across all repositorie
Promote your contributions via:
-- **Swarms Discord**: https://discord.gg/jM3Z6M9uMq
+- **Swarms Discord**: https://discord.gg/EamjgSaEQf
- **Swarms Telegram**: https://t.me/swarmsgroupchat
@@ -1180,7 +1180,7 @@ If you encounter issues:
1. **Check the FAQ** in the main documentation
2. **Search existing issues** on GitHub
-3. **Ask in the Discord community**: [discord.gg/jM3Z6M9uMq](https://discord.gg/jM3Z6M9uMq)
+3. **Ask in the Discord community**: [discord.gg/jM3Z6M9uMq](https://discord.gg/EamjgSaEQf)
4. **Create a GitHub issue** with:
- Your operating system
- Python version
@@ -1804,7 +1804,7 @@ If you'd like technical support, join our Discord below and stay updated on our
|----------|------|-------------|
| 📚 Documentation | [docs.swarms.world](https://docs.swarms.world) | Official documentation and guides |
| 📝 Blog | [Medium](https://medium.com/@kyeg) | Latest updates and technical articles |
-| 💬 Discord | [Join Discord](https://discord.gg/jM3Z6M9uMq) | Live chat and community support |
+| 💬 Discord | [Join Discord](https://discord.gg/EamjgSaEQf) | Live chat and community support |
| 🐦 Twitter | [@kyegomez](https://twitter.com/kyegomez) | Latest news and announcements |
| 👥 LinkedIn | [The Swarm Corporation](https://www.linkedin.com/company/the-swarm-corporation) | Professional network and updates |
| 📺 YouTube | [Swarms Channel](https://www.youtube.com/channel/UC9yXyitkbU_WSy7bd_41SqQ) | Tutorials and demos |
@@ -1861,7 +1861,7 @@ This index provides a categorized list of examples and tutorials for using the S
|----------|------|-------------|
| 📚 Documentation | [docs.swarms.world](https://docs.swarms.world) | Official documentation and guides |
| 📝 Blog | [Medium](https://medium.com/@kyeg) | Latest updates and technical articles |
-| 💬 Discord | [Join Discord](https://discord.gg/jM3Z6M9uMq) | Live chat and community support |
+| 💬 Discord | [Join Discord](https://discord.gg/EamjgSaEQf) | Live chat and community support |
| 🐦 Twitter | [@kyegomez](https://twitter.com/kyegomez) | Latest news and announcements |
| 👥 LinkedIn | [The Swarm Corporation](https://www.linkedin.com/company/the-swarm-corporation) | Professional network and updates |
| 📺 YouTube | [Swarms Channel](https://www.youtube.com/channel/UC9yXyitkbU_WSy7bd_41SqQ) | Tutorials and demos |
@@ -2294,7 +2294,7 @@ If you use any of these implementations in your research, please cite the origin
Join our community to stay updated on the latest multi-agent research implementations:
-- **Discord**: [Join our community](https://discord.gg/jM3Z6M9uMq)
+- **Discord**: [Join our community](https://discord.gg/EamjgSaEQf)
- **Documentation**: [docs.swarms.world](https://docs.swarms.world)
@@ -2503,7 +2503,7 @@ Join our community of agent engineers and researchers for technical support, cut
| 🌐 Website | Official project website | [swarms.ai](https://swarms.ai) |
| 📚 Documentation | Official documentation and guides | [docs.swarms.world](https://docs.swarms.world) |
| 📝 Blog | Latest updates and technical articles | [Medium](https://medium.com/@kyeg) |
-| 💬 Discord | Live chat and community support | [Join Discord](https://discord.gg/jM3Z6M9uMq) |
+| 💬 Discord | Live chat and community support | [Join Discord](https://discord.gg/EamjgSaEQf) |
| 🐦 Twitter | Latest news and announcements | [@kyegomez](https://twitter.com/kyegomez) |
| 👥 LinkedIn | Professional network and updates | [The Swarm Corporation](https://www.linkedin.com/company/the-swarm-corporation) |
| 📺 YouTube | Tutorials and demos | [Swarms Channel](https://www.youtube.com/channel/UC9yXyitkbU_WSy7bd_41SqQ) |
@@ -2575,7 +2575,7 @@ To ensure high-quality contributions and streamline the process, please adhere t
## Get Involved
1. **Join the Community**:
- - Become an active member of the Swarms community by joining our Discord server: [Join Now](https://discord.gg/jM3Z6M9uMq). The Discord server serves as a hub for discussions, updates, and support.
+ - Become an active member of the Swarms community by joining our Discord server: [Join Now](https://discord.gg/EamjgSaEQf). The Discord server serves as a hub for discussions, updates, and support.
2. **Stay Updated**:
- Keep track of the latest updates, announcements, and bounty opportunities by regularly checking the Discord channel and the GitHub repository.
@@ -2657,7 +2657,7 @@ Welcome to the Swarms ecosystem. Click any tile below to explore our products, c
🦀 GitHub: Swarms (Rust)
-💬 Join Our Discord
+💬 Join Our Discord
📱 Telegram Group
@@ -2679,7 +2679,7 @@ Welcome to the Swarms ecosystem. Click any tile below to explore our products, c
| Chat UI | [swarms.world/platform/chat](https://swarms.world/platform/chat) |
| Marketplace | [swarms.world](https://swarms.world) |
| Startup App | [Apply Here](https://www.swarms.xyz/programs/startups) |
-| Discord | [Join Now](https://discord.gg/jM3Z6M9uMq) |
+| Discord | [Join Now](https://discord.gg/EamjgSaEQf) |
| Telegram | [Group Chat](https://t.me/swarmsgroupchat) |
| Twitter/X | [@swarms_corp](https://x.com/swarms_corp) |
| Blog | [medium.com/@kyeg](https://medium.com/@kyeg) |
@@ -2961,7 +2961,7 @@ Before we dive into the code, let's briefly introduce the Swarms framework. Swar
For more information and to contribute to the project, visit the [Swarms GitHub repository](https://github.com/kyegomez/swarms). We highly recommend exploring the documentation for a deeper understanding of Swarms' capabilities.
Additional resources:
-- [Swarms Discord](https://discord.gg/jM3Z6M9uMq) for community discussions
+- [Swarms Discord](https://discord.gg/EamjgSaEQf) for community discussions
- [Swarms Twitter](https://x.com/swarms_corp) for updates
- [Swarms Spotify](https://open.spotify.com/show/2HLiswhmUaMdjHC8AUHcCF?si=c831ef10c5ef4994) for podcasts
- [Swarms Blog](https://medium.com/@kyeg) for in-depth articles
@@ -3414,7 +3414,7 @@ This system provides a powerful foundation for financial analysis, but there's a
Remember, the Swarms framework is a powerful and flexible tool that can be adapted to a wide range of complex tasks beyond just financial analysis. We encourage you to explore the [Swarms GitHub repository](https://github.com/kyegomez/swarms) for more examples and inspiration.
-For more in-depth discussions and community support, consider joining the [Swarms Discord](https://discord.gg/jM3Z6M9uMq). You can also stay updated with the latest developments by following [Swarms on Twitter](https://x.com/swarms_corp).
+For more in-depth discussions and community support, consider joining the [Swarms Discord](https://discord.gg/EamjgSaEQf). You can also stay updated with the latest developments by following [Swarms on Twitter](https://x.com/swarms_corp).
If you're interested in learning more about AI and its applications in various fields, check out the [Swarms Spotify podcast](https://open.spotify.com/show/2HLiswhmUaMdjHC8AUHcCF?si=c831ef10c5ef4994) and the [Swarms Blog](https://medium.com/@kyeg) for insightful articles and discussions.
@@ -3428,7 +3428,7 @@ By leveraging the power of multi-agent AI systems, you're well-equipped to navig
* [Swarms Github](https://github.com/kyegomez/swarms)
-* [Swarms Discord](https://discord.gg/jM3Z6M9uMq)
+* [Swarms Discord](https://discord.gg/EamjgSaEQf)
* [Swarms Twitter](https://x.com/swarms_corp)
* [Swarms Spotify](https://open.spotify.com/show/2HLiswhmUaMdjHC8AUHcCF?si=c831ef10c5ef4994)
* [Swarms Blog](https://medium.com/@kyeg)
@@ -4457,7 +4457,7 @@ The table below summarizes the estimated savings for each use case:
- [book a call](https://cal.com/swarms)
-- Swarms Discord: https://discord.gg/jM3Z6M9uMq
+- Swarms Discord: https://discord.gg/EamjgSaEQf
- Swarms Twitter: https://x.com/swarms_corp
@@ -5349,7 +5349,7 @@ By leveraging expert guidance and peer insights, you can position your organizat
# Welcome to Swarms Docs Home
-[](https://discord.gg/jM3Z6M9uMq) [](https://www.youtube.com/@kyegomez3242) [](https://www.linkedin.com/in/kye-g-38759a207/) [](https://x.com/swarms_corp)
+[](https://discord.gg/EamjgSaEQf) [](https://www.youtube.com/@kyegomez3242) [](https://www.linkedin.com/in/kye-g-38759a207/) [](https://x.com/swarms_corp)
## What is Swarms?
@@ -5428,7 +5428,7 @@ Here you'll find references about the Swarms framework, marketplace, community,
|----------|------|-------------|
| 📚 Documentation | [docs.swarms.world](https://docs.swarms.world) | Official documentation and guides |
| 📝 Blog | [Medium](https://medium.com/@kyeg) | Latest updates and technical articles |
-| 💬 Discord | [Join Discord](https://discord.gg/jM3Z6M9uMq) | Live chat and community support |
+| 💬 Discord | [Join Discord](https://discord.gg/EamjgSaEQf) | Live chat and community support |
| 🐦 Twitter | [@kyegomez](https://twitter.com/kyegomez) | Latest news and announcements |
| 👥 LinkedIn | [The Swarm Corporation](https://www.linkedin.com/company/the-swarm-corporation) | Professional network and updates |
| 📺 YouTube | [Swarms Channel](https://www.youtube.com/channel/UC9yXyitkbU_WSy7bd_41SqQ) | Tutorials and demos |
@@ -6056,7 +6056,7 @@ When creating your SIP, copy this template:
# Welcome to Swarms Docs Home
-[](https://discord.gg/jM3Z6M9uMq) [](https://www.youtube.com/@kyegomez3242) [](https://www.linkedin.com/in/kye-g-38759a207/) [](https://x.com/swarms_corp)
+[](https://discord.gg/EamjgSaEQf) [](https://www.youtube.com/@kyegomez3242) [](https://www.linkedin.com/in/kye-g-38759a207/) [](https://x.com/swarms_corp)
## What is Swarms?
@@ -8804,7 +8804,7 @@ Join our community of agent engineers and researchers for technical support, cut
|----------|-------------|------|
| 📚 Documentation | Official documentation and guides | [docs.swarms.world](https://docs.swarms.world) |
| 📝 Blog | Latest updates and technical articles | [Medium](https://medium.com/@kyeg) |
-| 💬 Discord | Live chat and community support | [Join Discord](https://discord.gg/jM3Z6M9uMq) |
+| 💬 Discord | Live chat and community support | [Join Discord](https://discord.gg/EamjgSaEQf) |
| 🐦 Twitter | Latest news and announcements | [@kyegomez](https://twitter.com/kyegomez) |
| 👥 LinkedIn | Professional network and updates | [The Swarm Corporation](https://www.linkedin.com/company/the-swarm-corporation) |
| 📺 YouTube | Tutorials and demos | [Swarms Channel](https://www.youtube.com/channel/UC9yXyitkbU_WSy7bd_41SqQ) |
@@ -12747,7 +12747,7 @@ By understanding the purpose and role of each folder in the Swarms framework, us
- **Community Support**
- - URL: [Submit issue](https://discord.gg/jM3Z6M9uMq)
+ - URL: [Submit issue](https://discord.gg/EamjgSaEQf)
- Ask the community for support in real-time and or admin support
--------------------------------------------------
@@ -15569,7 +15569,7 @@ If you have any questions or need assistance, please feel free to open an issue
| **Platform** | **Purpose** | **Join Link** | **Benefits** |
|--------------|-------------|---------------|--------------|
-| **Discord Community** | Real-time support & discussions | [Join Discord](https://discord.gg/jM3Z6M9uMq) | • 24/7 developer support
• Weekly community events
• Direct access to core team
• Beta feature previews |
+| **Discord Community** | Real-time support & discussions | [Join Discord](https://discord.gg/EamjgSaEQf) | • 24/7 developer support
• Weekly community events
• Direct access to core team
• Beta feature previews |
| **Twitter/X** | Latest updates & announcements | [Follow @swarms_corp](https://x.com/swarms_corp) | • Breaking news & updates
• Community highlights
• Technical insights
• Industry partnerships |
| **LinkedIn** | Professional network & updates | [The Swarm Corporation](https://www.linkedin.com/company/the-swarm-corporation) | • Professional networking
• Career opportunities
• Enterprise partnerships
• Industry insights |
| **YouTube** | Tutorials & technical content | [Swarms Channel](https://www.youtube.com/channel/UC9yXyitkbU_WSy7bd_41SqQ) | • In-depth tutorials
• Live coding sessions
• Architecture deep dives
• Community showcases |
@@ -15629,7 +15629,7 @@ If you have any questions or need assistance, please feel free to open an issue
| **1** | [Install Swarms Python Framework](https://docs.swarms.world/en/latest/swarms/install/install/) | 5 minutes |
| **2** | [Run Your First Agent](https://docs.swarms.world/en/latest/swarms/examples/basic_agent/) | 10 minutes |
| **3** | [Try Multi-Agent Workflows](https://docs.swarms.world/en/latest/swarms/examples/sequential_example/) | 15 minutes |
-| **4** | [Join Our Discord Community](https://discord.gg/jM3Z6M9uMq) | 2 minutes |
+| **4** | [Join Our Discord Community](https://discord.gg/EamjgSaEQf) | 2 minutes |
| **5** | [Explore Enterprise Features](https://docs.swarms.world/en/latest/swarms_cloud/swarms_api/) | 20 minutes |
---
@@ -18820,7 +18820,7 @@ Join our community of agent engineers and researchers for technical support, cut
|----------|-------------|------|
| 📚 Documentation | Official documentation and guides | [docs.swarms.world](https://docs.swarms.world) |
| 📝 Blog | Latest updates and technical articles | [Medium](https://medium.com/@kyeg) |
-| 💬 Discord | Live chat and community support | [Join Discord](https://discord.gg/jM3Z6M9uMq) |
+| 💬 Discord | Live chat and community support | [Join Discord](https://discord.gg/EamjgSaEQf) |
| 🐦 Twitter | Latest news and announcements | [@kyegomez](https://twitter.com/kyegomez) |
| 👥 LinkedIn | Professional network and updates | [The Swarm Corporation](https://www.linkedin.com/company/the-swarm-corporation) |
| 📺 YouTube | Tutorials and demos | [Swarms Channel](https://www.youtube.com/channel/UC9yXyitkbU_WSy7bd_41SqQ) |
@@ -19611,7 +19611,7 @@ If you're facing issues or want to learn more, check out the following resources
|----------|------|-------------|
| 📚 Documentation | [docs.swarms.world](https://docs.swarms.world) | Official documentation and guides |
| 📝 Blog | [Medium](https://medium.com/@kyeg) | Latest updates and technical articles |
-| 💬 Discord | [Join Discord](https://discord.gg/jM3Z6M9uMq) | Live chat and community support |
+| 💬 Discord | [Join Discord](https://discord.gg/EamjgSaEQf) | Live chat and community support |
| 🐦 Twitter | [@kyegomez](https://twitter.com/kyegomez) | Latest news and announcements |
| 👥 LinkedIn | [The Swarm Corporation](https://www.linkedin.com/company/the-swarm-corporation) | Professional network and updates |
| 📺 YouTube | [Swarms Channel](https://www.youtube.com/channel/UC9yXyitkbU_WSy7bd_41SqQ) | Tutorials and demos |
@@ -19915,7 +19915,7 @@ If you're facing issues or want to learn more, check out the following resources
|----------|------|-------------|
| 📚 Documentation | [docs.swarms.world](https://docs.swarms.world) | Official documentation and guides |
| 📝 Blog | [Medium](https://medium.com/@kyeg) | Latest updates and technical articles |
-| 💬 Discord | [Join Discord](https://discord.gg/jM3Z6M9uMq) | Live chat and community support |
+| 💬 Discord | [Join Discord](https://discord.gg/EamjgSaEQf) | Live chat and community support |
| 🐦 Twitter | [@kyegomez](https://twitter.com/kyegomez) | Latest news and announcements |
| 👥 LinkedIn | [The Swarm Corporation](https://www.linkedin.com/company/the-swarm-corporation) | Professional network and updates |
| 📺 YouTube | [Swarms Channel](https://www.youtube.com/channel/UC9yXyitkbU_WSy7bd_41SqQ) | Tutorials and demos |
@@ -22379,7 +22379,7 @@ If you're facing issues or want to learn more, check out the following resources
|----------|------|-------------|
| 📚 Documentation | [docs.swarms.world](https://docs.swarms.world) | Official documentation and guides |
| 📝 Blog | [Medium](https://medium.com/@kyeg) | Latest updates and technical articles |
-| 💬 Discord | [Join Discord](https://discord.gg/jM3Z6M9uMq) | Live chat and community support |
+| 💬 Discord | [Join Discord](https://discord.gg/EamjgSaEQf) | Live chat and community support |
| 🐦 Twitter | [@kyegomez](https://twitter.com/kyegomez) | Latest news and announcements |
| 👥 LinkedIn | [The Swarm Corporation](https://www.linkedin.com/company/the-swarm-corporation) | Professional network and updates |
| 📺 YouTube | [Swarms Channel](https://www.youtube.com/channel/UC9yXyitkbU_WSy7bd_41SqQ) | Tutorials and demos |
@@ -27453,7 +27453,7 @@ Stay tuned for updates on the Swarm Exchange launch.
- **Documentation:** [Swarms Documentation](https://docs.swarms.world)
-- **Support:** Contact us via our [Discord Community](https://discord.gg/jM3Z6M9uMq).
+- **Support:** Contact us via our [Discord Community](https://discord.gg/EamjgSaEQf).
---
@@ -30381,7 +30381,7 @@ graph TD
- [Tutorials](https://docs.swarms.world/tutorials)
=== "💬 Community"
- - [Discord Server](https://discord.gg/jM3Z6M9uMq)
+ - [Discord Server](https://discord.gg/EamjgSaEQf)
- [GitHub Discussions](https://github.com/kyegomez/swarms/discussions)
=== "🔧 Development"
@@ -30425,7 +30425,7 @@ The MCP integration brings powerful external tool connectivity to Swarms agents,
!!! tip "Stay Updated"
- Join our [Discord community](https://discord.gg/jM3Z6M9uMq) to stay informed about new MCP features and connect with other developers building amazing agent applications.
+ Join our [Discord community](https://discord.gg/EamjgSaEQf) to stay informed about new MCP features and connect with other developers building amazing agent applications.
---
@@ -38385,7 +38385,7 @@ Join our community of agent engineers and researchers for technical support, cut
|----------|-------------|------|
| 📚 Documentation | Official documentation and guides | [docs.swarms.world](https://docs.swarms.world) |
| 📝 Blog | Latest updates and technical articles | [Medium](https://medium.com/@kyeg) |
-| 💬 Discord | Live chat and community support | [Join Discord](https://discord.gg/jM3Z6M9uMq) |
+| 💬 Discord | Live chat and community support | [Join Discord](https://discord.gg/EamjgSaEQf) |
| 🐦 Twitter | Latest news and announcements | [@kyegomez](https://twitter.com/kyegomez) |
| 👥 LinkedIn | Professional network and updates | [The Swarm Corporation](https://www.linkedin.com/company/the-swarm-corporation) |
| 📺 YouTube | Tutorials and demos | [Swarms Channel](https://www.youtube.com/channel/UC9yXyitkbU_WSy7bd_41SqQ) |
@@ -46084,7 +46084,7 @@ The Swarms team is committed to providing exceptional technical support to help
| **Major Features (SIPs)** | New agent types, core changes, integrations | 1-2 weeks | [SIP Guidelines](protocol/sip.md) |
| **Minor Features** | Small enhancements, straightforward additions | < 48 hours | [GitHub Issues](https://github.com/kyegomez/swarms/issues) |
| **Private Issues** | Security concerns, enterprise consulting | < 4 hours | [Book Support Call](https://cal.com/swarms/swarms-technical-support?overlayCalendar=true) |
-| **Real-time Help** | Quick questions, community discussions | Immediate | [Discord Community](https://discord.gg/jM3Z6M9uMq) |
+| **Real-time Help** | Quick questions, community discussions | Immediate | [Discord Community](https://discord.gg/EamjgSaEQf) |
| **Documentation** | Usage guides, examples, tutorials | Self-service | [docs.swarms.world](https://docs.swarms.world) |
---
@@ -46263,7 +46263,7 @@ Get instant help from our active community of developers and core team members.
### **Getting Help on Discord**
-1. **Join here**: [https://discord.gg/jM3Z6M9uMq](https://discord.gg/jM3Z6M9uMq)
+1. **Join here**: [https://discord.gg/EamjgSaEQf](https://discord.gg/EamjgSaEQf)
2. **Read the rules** and introduce yourself in #general
@@ -46434,7 +46434,7 @@ Help improve support for everyone:
| Urgency | Best Channel |
|---------|-------------|
| **Emergency** | [Book Immediate Call](https://cal.com/swarms/swarms-technical-support?overlayCalendar=true) |
-| **Urgent** | [Discord #technical-support](https://discord.gg/jM3Z6M9uMq) |
+| **Urgent** | [Discord #technical-support](https://discord.gg/EamjgSaEQf) |
| **Standard** | [GitHub Issues](https://github.com/kyegomez/swarms/issues) |
| **Major Features** | [SIP Guidelines](protocol/sip.md) |
| **Minor Features** | [GitHub Issues](https://github.com/kyegomez/swarms/issues) |
@@ -50226,7 +50226,7 @@ agent_config = {
[:material-file-document: Swarms.ai Documentation](https://docs.swarms.world){ .md-button }
[:material-application: Swarms.ai Platform](https://swarms.world/platform){ .md-button }
[:material-key: API Key Management](https://swarms.world/platform/api-keys){ .md-button }
-[:material-forum: Swarms.ai Community](https://discord.gg/jM3Z6M9uMq){ .md-button }
+[:material-forum: Swarms.ai Community](https://discord.gg/EamjgSaEQf){ .md-button }
--------------------------------------------------
@@ -50379,7 +50379,7 @@ SWARMS_LOG_LEVEL=INFO
| Community Channel | Description | Link |
|-----------------------------|---------------------------------------------------------------------------------------|---------------------------------------------------------------------------------------|
-| Discord Community | Join our active developer community for real-time support and discussions | [Join Discord](https://discord.gg/jM3Z6M9uMq) |
+| Discord Community | Join our active developer community for real-time support and discussions | [Join Discord](https://discord.gg/EamjgSaEQf) |
| GitHub Discussions | Ask questions and share ideas | [GitHub Discussions](https://github.com/The-Swarm-Corporation/swarms/discussions) |
| Twitter/X | Follow for updates and announcements | [Twitter/X](https://x.com/swarms_corp) |
@@ -55111,7 +55111,7 @@ Join our community of agent engineers and researchers for technical support, cut
|----------|-------------|------|
| 📚 Documentation | Official documentation and guides | [docs.swarms.world](https://docs.swarms.world) |
| 📝 Blog | Latest updates and technical articles | [Medium](https://medium.com/@kyeg) |
-| 💬 Discord | Live chat and community support | [Join Discord](https://discord.gg/jM3Z6M9uMq) |
+| 💬 Discord | Live chat and community support | [Join Discord](https://discord.gg/EamjgSaEQf) |
| 🐦 Twitter | Latest news and announcements | [@kyegomez](https://twitter.com/kyegomez) |
| 👥 LinkedIn | Professional network and updates | [The Swarm Corporation](https://www.linkedin.com/company/the-swarm-corporation) |
| 📺 YouTube | Tutorials and demos | [Swarms Channel](https://www.youtube.com/channel/UC9yXyitkbU_WSy7bd_41SqQ) |
@@ -57475,7 +57475,7 @@ Error responses include a detailed message explaining the issue:
|--------------|---------------------|
| Documentation | [https://docs.swarms.world](https://docs.swarms.world) |
| Email | kye@swarms.world |
-| Community | [https://discord.gg/jM3Z6M9uMq](https://discord.gg/jM3Z6M9uMq) |
+| Community | [https://discord.gg/EamjgSaEQf](https://discord.gg/EamjgSaEQf) |
| Marketplace | [https://swarms.world](https://swarms.world) |
| Website | [https://swarms.ai](https://swarms.ai) |
@@ -58440,7 +58440,7 @@ print(result)
We're excited to see how you leverage Swarms-Memory in your projects! Join our community on Discord to share your experiences, ask questions, and stay updated on the latest developments.
- **🐦 Twitter**: [Follow us on Twitter](https://twitter.com/swarms_platform)
-- **📢 Discord**: [Join the Agora Discord](https://discord.gg/jM3Z6M9uMq)
+- **📢 Discord**: [Join the Agora Discord](https://discord.gg/EamjgSaEQf)
- **Swarms Platform**: [Visit our website](https://swarms.ai)
- **📙 Documentation**: [Read the Docs](https://docs.swarms.ai)
@@ -60129,9 +60129,9 @@ To further enhance your understanding and usage of the Swarms Platform, explore
### Links
- [API Documentation](https://docs.swarms.world)
-- [Community Forums](https://discord.gg/jM3Z6M9uMq)
+- [Community Forums](https://discord.gg/EamjgSaEQf)
- [Tutorials and Guides](https://docs.swarms.world))
-- [Support](https://discord.gg/jM3Z6M9uMq)
+- [Support](https://discord.gg/EamjgSaEQf)
## Conclusion
diff --git a/docs/mkdocs.yml b/docs/mkdocs.yml
index 7e27c017..3b6a4f11 100644
--- a/docs/mkdocs.yml
+++ b/docs/mkdocs.yml
@@ -48,7 +48,7 @@ extra:
- icon: fontawesome/brands/github
link: https://github.com/kyegomez/swarms
- icon: fontawesome/brands/discord
- link: https://discord.gg/jM3Z6M9uMq
+ link: https://discord.gg/EamjgSaEQf
- icon: fontawesome/brands/youtube
link: https://www.youtube.com/@kyegomez3242
- icon: fontawesome/brands/linkedin
diff --git a/docs/quickstart.md b/docs/quickstart.md
index 0ab70ba7..f05def6f 100644
--- a/docs/quickstart.md
+++ b/docs/quickstart.md
@@ -1,7 +1,7 @@
# Welcome to Swarms Docs Home
-[](https://discord.gg/jM3Z6M9uMq) [](https://www.youtube.com/@kyegomez3242) [](https://www.linkedin.com/in/kye-g-38759a207/) [](https://x.com/swarms_corp)
+[](https://discord.gg/EamjgSaEQf) [](https://www.youtube.com/@kyegomez3242) [](https://www.linkedin.com/in/kye-g-38759a207/) [](https://x.com/swarms_corp)
## What is Swarms?
diff --git a/docs/swarms/agents/index.md b/docs/swarms/agents/index.md
index 4b632f1b..84a6534c 100644
--- a/docs/swarms/agents/index.md
+++ b/docs/swarms/agents/index.md
@@ -848,7 +848,7 @@ Join our community of agent engineers and researchers for technical support, cut
|----------|-------------|------|
| 📚 Documentation | Official documentation and guides | [docs.swarms.world](https://docs.swarms.world) |
| 📝 Blog | Latest updates and technical articles | [Medium](https://medium.com/@kyeg) |
-| 💬 Discord | Live chat and community support | [Join Discord](https://discord.gg/jM3Z6M9uMq) |
+| 💬 Discord | Live chat and community support | [Join Discord](https://discord.gg/EamjgSaEQf) |
| 🐦 Twitter | Latest news and announcements | [@kyegomez](https://twitter.com/kyegomez) |
| 👥 LinkedIn | Professional network and updates | [The Swarm Corporation](https://www.linkedin.com/company/the-swarm-corporation) |
| 📺 YouTube | Tutorials and demos | [Swarms Channel](https://www.youtube.com/channel/UC9yXyitkbU_WSy7bd_41SqQ) |
diff --git a/docs/swarms/concept/framework_architecture.md b/docs/swarms/concept/framework_architecture.md
index e704ba8e..18f76ebc 100644
--- a/docs/swarms/concept/framework_architecture.md
+++ b/docs/swarms/concept/framework_architecture.md
@@ -155,5 +155,5 @@ By understanding the purpose and role of each folder in the Swarms framework, us
- **Community Support**
- - URL: [Submit issue](https://discord.gg/jM3Z6M9uMq)
+ - URL: [Submit issue](https://discord.gg/EamjgSaEQf)
- Ask the community for support in real-time and or admin support
\ No newline at end of file
diff --git a/docs/swarms/ecosystem.md b/docs/swarms/ecosystem.md
index ade51cde..9a0a1ccc 100644
--- a/docs/swarms/ecosystem.md
+++ b/docs/swarms/ecosystem.md
@@ -68,7 +68,7 @@
| **Platform** | **Purpose** | **Join Link** | **Benefits** |
|--------------|-------------|---------------|--------------|
-| **Discord Community** | Real-time support & discussions | [Join Discord](https://discord.gg/jM3Z6M9uMq) | • 24/7 developer support
• Weekly community events
• Direct access to core team
• Beta feature previews |
+| **Discord Community** | Real-time support & discussions | [Join Discord](https://discord.gg/EamjgSaEQf) | • 24/7 developer support
• Weekly community events
• Direct access to core team
• Beta feature previews |
| **Twitter/X** | Latest updates & announcements | [Follow @swarms_corp](https://x.com/swarms_corp) | • Breaking news & updates
• Community highlights
• Technical insights
• Industry partnerships |
| **LinkedIn** | Professional network & updates | [The Swarm Corporation](https://www.linkedin.com/company/the-swarm-corporation) | • Professional networking
• Career opportunities
• Enterprise partnerships
• Industry insights |
| **YouTube** | Tutorials & technical content | [Swarms Channel](https://www.youtube.com/channel/UC9yXyitkbU_WSy7bd_41SqQ) | • In-depth tutorials
• Live coding sessions
• Architecture deep dives
• Community showcases |
@@ -128,7 +128,7 @@
| **1** | [Install Swarms Python Framework](https://docs.swarms.world/en/latest/swarms/install/install/) | 5 minutes |
| **2** | [Run Your First Agent](https://docs.swarms.world/en/latest/swarms/examples/basic_agent/) | 10 minutes |
| **3** | [Try Multi-Agent Workflows](https://docs.swarms.world/en/latest/swarms/examples/sequential_example/) | 15 minutes |
-| **4** | [Join Our Discord Community](https://discord.gg/jM3Z6M9uMq) | 2 minutes |
+| **4** | [Join Our Discord Community](https://discord.gg/EamjgSaEQf) | 2 minutes |
| **5** | [Explore Enterprise Features](https://docs.swarms.world/en/latest/swarms_cloud/swarms_api/) | 20 minutes |
---
diff --git a/docs/swarms/examples/igc_example.md b/docs/swarms/examples/igc_example.md
index 32d060c1..5488cb5a 100644
--- a/docs/swarms/examples/igc_example.md
+++ b/docs/swarms/examples/igc_example.md
@@ -127,7 +127,7 @@ Join our community of agent engineers and researchers for technical support, cut
|----------|-------------|------|
| 📚 Documentation | Official documentation and guides | [docs.swarms.world](https://docs.swarms.world) |
| 📝 Blog | Latest updates and technical articles | [Medium](https://medium.com/@kyeg) |
-| 💬 Discord | Live chat and community support | [Join Discord](https://discord.gg/jM3Z6M9uMq) |
+| 💬 Discord | Live chat and community support | [Join Discord](https://discord.gg/EamjgSaEQf) |
| 🐦 Twitter | Latest news and announcements | [@kyegomez](https://twitter.com/kyegomez) |
| 👥 LinkedIn | Professional network and updates | [The Swarm Corporation](https://www.linkedin.com/company/the-swarm-corporation) |
| 📺 YouTube | Tutorials and demos | [Swarms Channel](https://www.youtube.com/channel/UC9yXyitkbU_WSy7bd_41SqQ) |
diff --git a/docs/swarms/examples/moa_example.md b/docs/swarms/examples/moa_example.md
index 3ce7d24c..4e10a203 100644
--- a/docs/swarms/examples/moa_example.md
+++ b/docs/swarms/examples/moa_example.md
@@ -124,7 +124,7 @@ If you're facing issues or want to learn more, check out the following resources
|----------|------|-------------|
| 📚 Documentation | [docs.swarms.world](https://docs.swarms.world) | Official documentation and guides |
| 📝 Blog | [Medium](https://medium.com/@kyeg) | Latest updates and technical articles |
-| 💬 Discord | [Join Discord](https://discord.gg/jM3Z6M9uMq) | Live chat and community support |
+| 💬 Discord | [Join Discord](https://discord.gg/EamjgSaEQf) | Live chat and community support |
| 🐦 Twitter | [@kyegomez](https://twitter.com/kyegomez) | Latest news and announcements |
| 👥 LinkedIn | [The Swarm Corporation](https://www.linkedin.com/company/the-swarm-corporation) | Professional network and updates |
| 📺 YouTube | [Swarms Channel](https://www.youtube.com/channel/UC9yXyitkbU_WSy7bd_41SqQ) | Tutorials and demos |
diff --git a/docs/swarms/examples/multiple_images.md b/docs/swarms/examples/multiple_images.md
index bfa66e2b..9adb9b78 100644
--- a/docs/swarms/examples/multiple_images.md
+++ b/docs/swarms/examples/multiple_images.md
@@ -69,7 +69,7 @@ If you're facing issues or want to learn more, check out the following resources
|----------|------|-------------|
| 📚 Documentation | [docs.swarms.world](https://docs.swarms.world) | Official documentation and guides |
| 📝 Blog | [Medium](https://medium.com/@kyeg) | Latest updates and technical articles |
-| 💬 Discord | [Join Discord](https://discord.gg/jM3Z6M9uMq) | Live chat and community support |
+| 💬 Discord | [Join Discord](https://discord.gg/EamjgSaEQf) | Live chat and community support |
| 🐦 Twitter | [@kyegomez](https://twitter.com/kyegomez) | Latest news and announcements |
| 👥 LinkedIn | [The Swarm Corporation](https://www.linkedin.com/company/the-swarm-corporation) | Professional network and updates |
| 📺 YouTube | [Swarms Channel](https://www.youtube.com/channel/UC9yXyitkbU_WSy7bd_41SqQ) | Tutorials and demos |
diff --git a/docs/swarms/examples/vision_tools.md b/docs/swarms/examples/vision_tools.md
index 92b487c7..bc306fdb 100644
--- a/docs/swarms/examples/vision_tools.md
+++ b/docs/swarms/examples/vision_tools.md
@@ -130,7 +130,7 @@ If you're facing issues or want to learn more, check out the following resources
|----------|------|-------------|
| 📚 Documentation | [docs.swarms.world](https://docs.swarms.world) | Official documentation and guides |
| 📝 Blog | [Medium](https://medium.com/@kyeg) | Latest updates and technical articles |
-| 💬 Discord | [Join Discord](https://discord.gg/jM3Z6M9uMq) | Live chat and community support |
+| 💬 Discord | [Join Discord](https://discord.gg/EamjgSaEQf) | Live chat and community support |
| 🐦 Twitter | [@kyegomez](https://twitter.com/kyegomez) | Latest news and announcements |
| 👥 LinkedIn | [The Swarm Corporation](https://www.linkedin.com/company/the-swarm-corporation) | Professional network and updates |
| 📺 YouTube | [Swarms Channel](https://www.youtube.com/channel/UC9yXyitkbU_WSy7bd_41SqQ) | Tutorials and demos |
diff --git a/docs/swarms/products.md b/docs/swarms/products.md
index 4f716c8d..28684b3f 100644
--- a/docs/swarms/products.md
+++ b/docs/swarms/products.md
@@ -152,7 +152,7 @@ Stay tuned for updates on the Swarm Exchange launch.
- **Documentation:** [Swarms Documentation](https://docs.swarms.world)
-- **Support:** Contact us via our [Discord Community](https://discord.gg/jM3Z6M9uMq).
+- **Support:** Contact us via our [Discord Community](https://discord.gg/EamjgSaEQf).
---
diff --git a/docs/swarms/structs/agent_mcp.md b/docs/swarms/structs/agent_mcp.md
index a7c0a2c6..0b8c4f4a 100644
--- a/docs/swarms/structs/agent_mcp.md
+++ b/docs/swarms/structs/agent_mcp.md
@@ -723,7 +723,7 @@ graph TD
- [Tutorials](https://docs.swarms.world/tutorials)
=== "💬 Community"
- - [Discord Server](https://discord.gg/jM3Z6M9uMq)
+ - [Discord Server](https://discord.gg/EamjgSaEQf)
- [GitHub Discussions](https://github.com/kyegomez/swarms/discussions)
=== "🔧 Development"
@@ -767,7 +767,7 @@ The MCP integration brings powerful external tool connectivity to Swarms agents,
!!! tip "Stay Updated"
- Join our [Discord community](https://discord.gg/jM3Z6M9uMq) to stay informed about new MCP features and connect with other developers building amazing agent applications.
+ Join our [Discord community](https://discord.gg/EamjgSaEQf) to stay informed about new MCP features and connect with other developers building amazing agent applications.
---
diff --git a/docs/swarms/structs/index.md b/docs/swarms/structs/index.md
index 02d106b7..a0468e77 100644
--- a/docs/swarms/structs/index.md
+++ b/docs/swarms/structs/index.md
@@ -294,7 +294,7 @@ Join our community of agent engineers and researchers for technical support, cut
|----------|-------------|------|
| 📚 Documentation | Official documentation and guides | [docs.swarms.world](https://docs.swarms.world) |
| 📝 Blog | Latest updates and technical articles | [Medium](https://medium.com/@kyeg) |
-| 💬 Discord | Live chat and community support | [Join Discord](https://discord.gg/jM3Z6M9uMq) |
+| 💬 Discord | Live chat and community support | [Join Discord](https://discord.gg/EamjgSaEQf) |
| 🐦 Twitter | Latest news and announcements | [@kyegomez](https://twitter.com/kyegomez) |
| 👥 LinkedIn | Professional network and updates | [The Swarm Corporation](https://www.linkedin.com/company/the-swarm-corporation) |
| 📺 YouTube | Tutorials and demos | [Swarms Channel](https://www.youtube.com/channel/UC9yXyitkbU_WSy7bd_41SqQ) |
diff --git a/docs/swarms/support.md b/docs/swarms/support.md
index c101ee1d..0b862936 100644
--- a/docs/swarms/support.md
+++ b/docs/swarms/support.md
@@ -18,7 +18,7 @@ The Swarms team is committed to providing exceptional technical support to help
| **Major Features (SIPs)** | New agent types, core changes, integrations | 1-2 weeks | [SIP Guidelines](protocol/sip.md) |
| **Minor Features** | Small enhancements, straightforward additions | < 48 hours | [GitHub Issues](https://github.com/kyegomez/swarms/issues) |
| **Private Issues** | Security concerns, enterprise consulting | < 4 hours | [Book Support Call](https://cal.com/swarms/swarms-technical-support?overlayCalendar=true) |
-| **Real-time Help** | Quick questions, community discussions | Immediate | [Discord Community](https://discord.gg/jM3Z6M9uMq) |
+| **Real-time Help** | Quick questions, community discussions | Immediate | [Discord Community](https://discord.gg/EamjgSaEQf) |
| **Documentation** | Usage guides, examples, tutorials | Self-service | [docs.swarms.world](https://docs.swarms.world) |
---
@@ -197,7 +197,7 @@ Get instant help from our active community of developers and core team members.
### **Getting Help on Discord**
-1. **Join here**: [https://discord.gg/jM3Z6M9uMq](https://discord.gg/jM3Z6M9uMq)
+1. **Join here**: [https://discord.gg/EamjgSaEQf](https://discord.gg/EamjgSaEQf)
2. **Read the rules** and introduce yourself in #general
@@ -368,7 +368,7 @@ Help improve support for everyone:
| Urgency | Best Channel |
|---------|-------------|
| **Emergency** | [Book Immediate Call](https://cal.com/swarms/swarms-technical-support?overlayCalendar=true) |
-| **Urgent** | [Discord #technical-support](https://discord.gg/jM3Z6M9uMq) |
+| **Urgent** | [Discord #technical-support](https://discord.gg/EamjgSaEQf) |
| **Standard** | [GitHub Issues](https://github.com/kyegomez/swarms/issues) |
| **Major Features** | [SIP Guidelines](protocol/sip.md) |
| **Minor Features** | [GitHub Issues](https://github.com/kyegomez/swarms/issues) |
diff --git a/docs/swarms_cloud/agent_api.md b/docs/swarms_cloud/agent_api.md
index 21dd5dd2..aeab0d98 100644
--- a/docs/swarms_cloud/agent_api.md
+++ b/docs/swarms_cloud/agent_api.md
@@ -605,4 +605,4 @@ agent_config = {
[:material-file-document: Swarms.ai Documentation](https://docs.swarms.world){ .md-button }
[:material-application: Swarms.ai Platform](https://swarms.world/platform){ .md-button }
[:material-key: API Key Management](https://swarms.world/platform/api-keys){ .md-button }
-[:material-forum: Swarms.ai Community](https://discord.gg/jM3Z6M9uMq){ .md-button }
\ No newline at end of file
+[:material-forum: Swarms.ai Community](https://discord.gg/EamjgSaEQf){ .md-button }
\ No newline at end of file
diff --git a/docs/swarms_cloud/api_clients.md b/docs/swarms_cloud/api_clients.md
index 15a4a182..ca41516a 100644
--- a/docs/swarms_cloud/api_clients.md
+++ b/docs/swarms_cloud/api_clients.md
@@ -145,7 +145,7 @@ SWARMS_LOG_LEVEL=INFO
| Community Channel | Description | Link |
|-----------------------------|---------------------------------------------------------------------------------------|---------------------------------------------------------------------------------------|
-| Discord Community | Join our active developer community for real-time support and discussions | [Join Discord](https://discord.gg/jM3Z6M9uMq) |
+| Discord Community | Join our active developer community for real-time support and discussions | [Join Discord](https://discord.gg/EamjgSaEQf) |
| GitHub Discussions | Ask questions and share ideas | [GitHub Discussions](https://github.com/The-Swarm-Corporation/swarms/discussions) |
| Twitter/X | Follow for updates and announcements | [Twitter/X](https://x.com/swarms_corp) |
diff --git a/docs/swarms_cloud/quickstart.md b/docs/swarms_cloud/quickstart.md
index 37a3a685..438b81f0 100644
--- a/docs/swarms_cloud/quickstart.md
+++ b/docs/swarms_cloud/quickstart.md
@@ -1157,7 +1157,7 @@ Join our community of agent engineers and researchers for technical support, cut
|----------|-------------|------|
| 📚 Documentation | Official documentation and guides | [docs.swarms.world](https://docs.swarms.world) |
| 📝 Blog | Latest updates and technical articles | [Medium](https://medium.com/@kyeg) |
-| 💬 Discord | Live chat and community support | [Join Discord](https://discord.gg/jM3Z6M9uMq) |
+| 💬 Discord | Live chat and community support | [Join Discord](https://discord.gg/EamjgSaEQf) |
| 🐦 Twitter | Latest news and announcements | [@kyegomez](https://twitter.com/kyegomez) |
| 👥 LinkedIn | Professional network and updates | [The Swarm Corporation](https://www.linkedin.com/company/the-swarm-corporation) |
| 📺 YouTube | Tutorials and demos | [Swarms Channel](https://www.youtube.com/channel/UC9yXyitkbU_WSy7bd_41SqQ) |
diff --git a/docs/swarms_cloud/swarms_api.md b/docs/swarms_cloud/swarms_api.md
index f09c6eae..8dd7aba3 100644
--- a/docs/swarms_cloud/swarms_api.md
+++ b/docs/swarms_cloud/swarms_api.md
@@ -1242,7 +1242,7 @@ Error responses include a detailed message explaining the issue:
|--------------|---------------------|
| Documentation | [https://docs.swarms.world](https://docs.swarms.world) |
| Email | kye@swarms.world |
-| Community | [https://discord.gg/jM3Z6M9uMq](https://discord.gg/jM3Z6M9uMq) |
+| Community | [https://discord.gg/EamjgSaEQf](https://discord.gg/EamjgSaEQf) |
| Marketplace | [https://swarms.world](https://swarms.world) |
| Website | [https://swarms.ai](https://swarms.ai) |
diff --git a/docs/swarms_memory/index.md b/docs/swarms_memory/index.md
index 3b4011b0..3953256f 100644
--- a/docs/swarms_memory/index.md
+++ b/docs/swarms_memory/index.md
@@ -161,7 +161,7 @@ print(result)
We're excited to see how you leverage Swarms-Memory in your projects! Join our community on Discord to share your experiences, ask questions, and stay updated on the latest developments.
- **🐦 Twitter**: [Follow us on Twitter](https://twitter.com/swarms_platform)
-- **📢 Discord**: [Join the Agora Discord](https://discord.gg/jM3Z6M9uMq)
+- **📢 Discord**: [Join the Agora Discord](https://discord.gg/EamjgSaEQf)
- **Swarms Platform**: [Visit our website](https://swarms.ai)
- **📙 Documentation**: [Read the Docs](https://docs.swarms.ai)
diff --git a/docs/swarms_platform/index.md b/docs/swarms_platform/index.md
index 7daee2c3..995e379f 100644
--- a/docs/swarms_platform/index.md
+++ b/docs/swarms_platform/index.md
@@ -113,9 +113,9 @@ To further enhance your understanding and usage of the Swarms Platform, explore
### Links
- [API Documentation](https://docs.swarms.world)
-- [Community Forums](https://discord.gg/jM3Z6M9uMq)
+- [Community Forums](https://discord.gg/EamjgSaEQf)
- [Tutorials and Guides](https://docs.swarms.world))
-- [Support](https://discord.gg/jM3Z6M9uMq)
+- [Support](https://discord.gg/EamjgSaEQf)
## Conclusion