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swarms Profile picture
@swarms_corp
Jun 19 β€’ 14 tweets β€’ 8 min read β€’ Read on X
Swarms Marketplace Update πŸͺ

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 β¬‡οΈπŸ§΅ Image
2 /

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 πŸ’­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 πŸ™ŒImage
4 /

Introducing the Swarms App Store 🏬

We're excited to launch Version 1 of the Swarms App Store! We've included a select few apps we've developed, along with contributions from @ssidotfun, now available in the store. Soon, you'll be able to autonomously build apps, share them on the App Store, and monetize them.

>App Store for agentic applications
>Build apps autonomously with DevSwarm
>Monetize your apps through subscriptions, usage fees, or other business models

Link: swarms.world/autonomous-apps

Share your thoughts on this feature! πŸ™ŒImage
5 /

All-New: Bookmarks Page

Bookmark your favorite prompts, agents, tools, and users with our all-new bookmarks page!

> Bookmark agents, prompts, tools, users
> All user profile Pages have bookmark buttons
> Easy access in agent and prompt pages

Link:

Share your thoughts on this feature! πŸ™Œswarms.world/bookmarksImage
6 /

All-New Marketplace Leaderboard πŸ₯‡

Discover the top creators and contributors in the Swarms ecosystem! Each month, the top winner will receive $500 in Swarm credits. πŸ™Œ

>View top vendors for prompts, agents, and tools

> Earn $500+ by sharing your prompts, agents, and tools in the marketplace

> Explore the highest-quality vendors
Link: swarms.world/platform/leade…

Share your thoughts on this feature! πŸ™Œ
7 /

All-New User Profile Pages

Seamlessly explore users' public prompts, agents, and tools.

> View all prompts, agents, and tools created by a user

>Check user ratings and share profile pages on social media

> Bookmark profiles and stay notified about future updates from creators

Link: swarms.world/users/swarms12…

Share your thoughts on this feature! πŸ™ŒImage
8 /

Enhanced Credits Refill with Solana & $SWARMS

We've streamlined the process of refilling your credit balance using Solana and $SWARMS. USDC support is coming soon!

> Refill API credits with cryptocurrency
> Use Solana or $SWARMS
> Enjoy a seamless experience

Link:

Share your thoughts on this feature! πŸ™Œswarms.world/platform/accou…Image
9 /

Enhanced Entity Pages πŸ“„πŸ€–πŸ› οΈ

We've greatly refined the design of our agent, prompt, and tool pages.

> Upgraded border design
> Enhanced button colors and styles
> Improved information architecture

Link:

Share your thoughts on this feature! πŸ™Œswarms.world/prompt/9a5a14a…
10 /

Additional Updates and Enhancements:

> View API credits in the navigation bar

> Enhanced navbar search with color-coded agents, prompts, and tools

>New "Learn More" page in the marketplace

>Fixed various bugs affecting performance

> Improved design for search boxes, buttons, and more

Link: swarms.world
11 /

This is The Biggest Marketplace Update Yet!

We've significantly enhanced the design, user experience, and performance infrastructure of the Swarms Marketplace. Our mission is to make it the premier destination for sharing and discovering agents, prompts, tools, and more!

Upcoming updates will include:

> Marketplace payments, enabling users to buy and sell prompts, agents, and tools in Solana or $swarms

> All-new, no-code multi-agent features

> UpWork Like Matching for you to find agents relevant to your needs.
12 /

Sign up for the Swarms Marketplace today and receive $20 in free credits to use with the Swarms API and other products!

Link: swarms.world

Plus, refer friends and both of you will earn $20 in free credits: swarms.world/platform/refer…
13 /

Join The Swarms community, a vast network of agent-engineers, researchers, and builders dedicated to advancing agentic systems and automating the global economy πŸ™Œ

> Discord t.co/zlLe07AqUX

> Telegram t.co/dSRy143zQv

> X Community x.com/i/communities/…

> Youtube: youtube.com/@KyeGomezB

> Blog: medium.com/@kyeg
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More from @swarms_corp

swarms Profile picture
Jun 14
Swarms Marketplace Updates πŸ€–πŸͺπŸ€–

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 β¬‡οΈπŸ§΅
2 /

Introducing All-New Profile Pages πŸ™‡πŸ™‡β€β™€οΈ

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 πŸ”

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
swarms Profile picture
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
2 /

Agent Tooling Enhancements in Swarms 7.8.0 πŸ› οΈ

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:

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

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

βŽ† 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:

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

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

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

βŽ† 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
swarms Profile picture
May 9
Swarms API Updates πŸ€–βš‘οΈπŸ€–

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 β¬‡οΈπŸ§΅ 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:
β€’ 75% discount on input and output token costs
β€’ 75% night-time discounts (8PM-6AM PST)
β€’ Automatic retries with exponential backoff (up to 3 attempts)
β€’ Extended timeout window (15 minutes vs 5 minutes in standard tier)
β€’ Perfect for batch processing and background tasks

Use Cases:
β€’ Large-scale data processing
β€’ Non-time-sensitive AI tasks
β€’ Batch operations
β€’ Cost-sensitive applications
β€’ 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
3 /

Introducing Dynamic Intelligent Caching ⚑️

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

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

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

Get started: docs.swarms.world/en/latest/swar…Image
Read 7 tweets
swarms Profile picture
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 β¬‡οΈπŸ§΅Image
2 /

Swarms Python Framework πŸ€–πŸπŸ€–

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

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

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

βŽ† Deploy scalable agent applications with enterprise-grade reliability and performance

Github: github.com/kyegomez/swarms

Docs: docs.swarms.world
2 /

Swarms Rust Framework πŸ€–πŸ¦€πŸ€–

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

βŽ† Experience 100x execution speedup for lightning-fast agent operations

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

βŽ† 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
swarms Profile picture
Apr 26
Introducing ReasoningAgentRouter πŸ€–πŸ§ πŸ€–

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

Learn More β¬‡οΈπŸ§΅Image
2 /

System Architecture Overview:

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

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

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

How It Works – Step by Step:

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

βŽ† Reasoning Router: Select the optimal reasoning agent.

βŽ† 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
swarms Profile picture
Apr 20
Swarms x @binance

We've pioneered the first reliable MCP server for the @binance, enabling enterprise-grade real-time coin data analysis and automated trade execution within the production-ready swarms-rust framework.

Learn more about about the latest updates in Swarms Rust ⬇️

A Thread 🧡
2 /

This video demonstrates an agent leveraging Binance's public API to analyze financial data for a specific cryptocurrency and generate a comprehensive analysis report.

The functionality builds upon our MCP integration that was presented earlier this week!
3 /

We've integrated an optional task evaluator tool into the agent framework (which can be disabled as needed).

Even when the maximum loop iteration is set to 300, the agent is presented with the option to invoke the task evaluator during each iteration.

When the task evaluator is activated:

- The agent must independently assess whether task completion meets specified requirements

- If established standards are not satisfied:The tool requires the agent to reconfigure the prompt for the next iteration

- Testing has shown that agents typically generate structured prompts such as 'Additional steps needed: [specific actions]...')
Read 6 tweets

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