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Jun 25 6 tweets 4 min read Read on X
Swarms Marketplace Payments Are Live

Monetize your prompts, agents, and tools with our latest update! Plus, explore the new billing history page to track purchases and more ✨

Learn more: [A Thread 🧵] Image
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How to Start Selling Prompts, Agents, or Tools

> Share Your Content: Submit a prompt, agent, or tool that has earned a 4- or 5-star rating from multiple users.

> Quality Evaluation: Your submission will be reviewed by the marketplace's agents to ensure it meets our quality standards.

> Begin Selling: Once approved, your prompt, agent, or tool will be eligible for listing on the marketplace.

> Monetize and Earn!

Now, let's learn more about the user experience ⬇️
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Here's a demonstration of the seamless experience.

>Explore the Prompt: Click to learn more about the prompt and review its ratings.

> Secure Purchase: Connect your Phantom wallet to complete your purchase in Solana.

> Instant Access: Gain immediate access to the product upon successful payment.

Additional payment options, including fiat and USDC, will be available soon!
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All-New Billing History

Our updated billing dashboard provides comprehensive transaction visibility. Monitor prompts, agents, tools, credit refills, and subscriptions with advanced filtering options.

Key Features:

> View detailed transaction history and marketplace purchases

> Search and filter specific transactions

> Export data to JSON for in-depth analysis

Explore now: swarms.world/platform/accou…Image
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Links and Resources:

> Marketplace Link: swarms.world

> Transactions Page: swarms.world/platform/accou…

> Community Link: discord.gg/jM3Z6M9uMq
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Join The Swarms community, a vast network of agent-engineers, researchers, and builders dedicated to advancing agentic systems and automating the global economy 🙌

> Discord discord.gg/jM3Z6M9uMq

> Telegram t.me/swarmsgroupchat

> X Community x.com/i/communities/…

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More from @swarms_corp

Jun 19
Swarms Marketplace Update 🏪

We’re excited to announce the most extensive and comprehensive update to the Swarms Marketplace Ever.

This release includes a complete redesign, new features, an improved user experience, and much more.

Learn More Now ⬇️🧵 Image
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All-New Homepage

The Swarms Marketplace homepage has been redesigned to be simpler, more intuitive, and more accessible.

> Color-coded prompts, agents, and tools
> Enhanced borders for the search box
> Caching for improved speed

Link:

Let us know your thoughts 💭swarms.worldImage
3 /

All-New Apps Gallery

Choose which apps you want to see in your sidebar. Star your favorites to pin them for quick access or Choose a template to quickly set up your sidebar with a curated set of apps for different workflows.

> Customize your apps on the sidebar
> Categories for developers, marketplace users, and more

Link: swarms.world/apps

Let us know your thoughts on this feature 🙌Image
Read 14 tweets
Jun 14
Swarms Marketplace Updates 🤖🏪🤖

Our latest marketplace updates features significant design and user experience enhancements ✨

> All-New Profile Pages: Showcase your prompts, agents, and tools with all-new, user-friendly profile layouts.

> Enhanced Search Functionality: Enjoy a streamlined search experience with an upgraded search box in the navigation bar.

> Performance Boost: Benefit from various bug fixes and overall speed improvements for a smoother experience.

Learn More Now ⬇️🧵
2 /

Introducing All-New Profile Pages 🙇🙇‍♀️

In our latest update, we're proud to introduce all-new profile pages that showcase all of a user's public prompts, agents, and tools!

> View a user's total works, including all prompts, agents, and tools they have published.

> Share profiles on Twitter, Reddit, and more.

> Discover users' reward tiers, such as Contributor,
Community Contributor, Expert, and other tiers.

> Filter works by agents, prompts, or tools.

Check it out: swarms.world/users/swarms12…Image
3 /

Enhanced Search 🔍

We've significantly improved our search bar to help you find agents, prompts, and tools much faster!

> Color-coded agents, prompts, and tools
> Enhanced animation and button responsiveness
> Icon and additional Identifiers

Check it out now: swarms.worldImage
Read 6 tweets
Jun 3
Introducing Swarms 7.8.0

We are pleased to announce the release of Swarms 7.8.0, one of our most comprehensive updates EVER.

This update delivers substantial enhancements, including optimized multi-tool functionality with callable support, expanded MCP compatibility, and a range of additional improvements designed to elevate performance and user experience.

Learn More⬇️ 🧵Image
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Agent Tooling Enhancements in Swarms 7.8.0 🛠️

The Swarms 7.8.0 release significantly optimizes agent tool performance, achieving a tool execution latency reduction of up to 7x. Tool invocation now supports streamlined integration of typed, docstring-annotated callable functions. Key improvements include:

⎆ Reduced Tool Processing Latency: Optimized execution pipeline for enhanced throughput.

⎆ Parallelized Function Execution: Improved concurrency for faster processing of multiple tools.

⎆ Simplified Tool Integration: Agents now support direct assignment of callable lists via agent.tools = [list_of_callables].

Docs: docs.swarms.world/en/latest/swar…

Examples: github.com/kyegomez/swarm…Image
3 /

Expanded MCP Support in Swarms 7.8.0

Swarms 7.8.0 introduces advanced integration capabilities for MCP servers, enabling seamless configuration within agent workflows. Key technical enhancements include:

⎆ Single-Line MCP Integration: Configure MCP servers by specifying the server endpoint via the Agent.mcp_url parameter.

⎆ Automated Tool Schema Conversion: Tools are dynamically fetched from the MCP server and transformed into the model's schema for compatibility.

⎆ Automated Function Invocation: The run(task) method triggers automatic execution of the described function.

⎆ Support for Multiple Function Calls: When multiple function calls are specified, the agent executes them concurrently, optimizing task throughput.

Docs: docs.swarms.world/en/latest/swar…

Examples Folder: github.com/kyegomez/swarm…Image
Read 10 tweets
May 9
Swarms API Updates 🤖⚡️🤖

We're excited to announce major enhancements to the Swarms API! Introducing intelligent dynamic caching, flex processing, a powerful new agent completion endpoint, and more!

Learn More Now ⬇️🧵 Image
2 /

Introducing Flex Processing 🌊

Flex Processing is a cost-optimized tier in the Swarms API designed for non-urgent AI workloads. It offers significant cost savings through a combination of token discounts and intelligent processing features.

Key Features:
• 75% discount on input and output token costs
• 75% night-time discounts (8PM-6AM PST)
• Automatic retries with exponential backoff (up to 3 attempts)
• Extended timeout window (15 minutes vs 5 minutes in standard tier)
• Perfect for batch processing and background tasks

Use Cases:
• Large-scale data processing
• Non-time-sensitive AI tasks
• Batch operations
• Cost-sensitive applications
• Background processing jobs

The Flex Processing tier automatically handles resource constraints and implements smart retry logic, making it ideal for applications where immediate response time isn't critical but cost efficiency is paramount.

Get started: docs.swarms.world/en/latest/swar…Image
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Introducing Dynamic Intelligent Caching ⚡️

Our system automatically caches agent completions with smart TTL and cleanup. Run agents faster, reduce costs, and scale efficiently.

Description:
• Smart TTL (Time-To-Live) of 5 minutes for cached results
• Automatic cache cleanup every 60 seconds
• Memory-efficient with size limits and LRU eviction
• Caches both agent configurations and completion results
• Reduces API calls and token usage
• Improves response times for repeated queries
• Supports concurrent requests with thread-safe operations

Perfect for:
• Frequently repeated agent tasks
• High-traffic applications
• Cost-sensitive operations
• Performance-critical workloads

Get started: docs.swarms.world/en/latest/swar…Image
Read 7 tweets
Apr 29
Our ultimate vision is to automate the world-economy by providing enterprise-grade infrastructure organizations need to build, deploy, and scale agents.

We're equipping organizations with powerful SDKs, flexible frameworks, and robust APIs to seamlessly integrate agents into their applications.

Explore our suite of tools and get started now ⬇️🧵Image
2 /

Swarms Python Framework 🤖🐍🤖

Our Python framework is our most battle-tested solution, built over 4 years and thousands of iterations.

⎆ Build and configure agents with extreme precision using names, system prompts, tools, RAG, and much more

⎆ Select from our orchestration mechanisms like SequentialWorkflow or ConcurrentWorkflow for multi-agent collaboration

⎆ Deploy scalable agent applications with enterprise-grade reliability and performance

Github: github.com/kyegomez/swarms

Docs: docs.swarms.world
2 /

Swarms Rust Framework 🤖🦀🤖

A direct translation of our Python framework written in Rust for dramatic performance improvements.

⎆ Experience 100x execution speedup for lightning-fast agent operations

⎆ Access the complete Swarms Python feature set including precise agent configurations, multi-agent structures, and more

⎆ Reduce memory consumption by 90% compared to the Python version, ideal for enterprise-scale applications

Github: github.com/The-Swarm-Corp…

Docs: docs.rs/swarm-rs/0.1.4…
Read 6 tweets
Apr 26
Introducing ReasoningAgentRouter 🤖🧠🤖

ReasoningAgentRouter abstracts and orchestrates powerful reasoning agents — including Reasoning Duo, Self-Consistency, Iterative Reflective Expansion aGENT, and Agent-as-a-Judge — enabling users to select the optimal reasoning method for each task.

Learn More ⬇️🧵Image
2 /

System Architecture Overview:

The ReasoningAgentRouter hosts a vast selection of specialized reasoning swarms such as:

⎆ Reasoning Duo
⎆ Self-Consistency Agent
⎆ Iterative Reflective Expansion (IRE)
⎆ ReflexionAgent
⎆ AgentJudge

It abstracts complexity while optimizing for performance, reliability, and adaptability.Image
3 /

How It Works – Step by Step:

⎆ Task Input: A single task or batch of tasks is submitted.

⎆ Reasoning Router: Select the optimal reasoning agent.

⎆ Task Processing: The agent executes the reasoning process appropriate for the task.

Result Output: Outputs are formatted according to the specified schema.
Read 10 tweets

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