Swarms Unveils API Version 4, Boasting Improved Performance Alongside New Initiative for AI Startups

Framework for Multi-Agent Orchestration, Swarms has officially launched its updated Swarms API version 4, promising better performance characterized by quicker speeds and greater throughput. 

With this update, the platform's multi-agent inference times have been accelerated by as much as 26%, thanks to the implementation of parallel operations. Moving forward, Swarms is committed to further decreasing latency by employing methods such as elevated concurrency, asynchronous processing, caching, circuit breakers, among other sophisticated techniques.

Moreover, Swarms has integrated multiple models from the AI safety and research organization, including claude-3-7-sonnet-latest, claude-3-7-sonnet-20250219, and more. Anthropic The platform also revealed plans to expand its offerings of model providers through partnerships with entities such as OpenRouter, Samba Nova, and others. Users now have the opportunity to explore the models supported by Swarms using the new '/v1/models/available' endpoint. Furthermore, the Swarms Batch Endpoint has seen its speed improved through the introduction of advanced concurrency strategies.  Claude Haiku models, among others.

Looking to the future, Swarms intends to continue boosting its speed through a variety of methods and is set to introduce new features like RAG, Tools, and MCP. The aim is to empower users in creating scalable, enterprise-ready multi-agent systems.

Our latest update brings substantial performance enhancements, including much faster speeds, higher throughput, newly added endpoints, and plenty more!

Alongside improvements to the platform, Swarms has launched a startup initiative designed to assist emerging companies by offering a suite of benefits, which include Swarms Credits, go-to-market (GTM) assistance, possible investment opportunities, and additional resources.

This program is specifically tailored to aid AI startups in developing, scaling, and excelling within the multi-agent framework. Participants are eligible for up to $10,000 in Swarms AI platform credits to substantiate the creation and scaling of multi-agent AI applications. Additionally, the program provides technical support, granting direct access to the engineering team for hands-on implementation help and troubleshooting. Other perks encompass marketing support, case studies, promotion aid, and a dedicated liaison to help startups navigate and optimize the benefits of the program. The initiative also opens doors to potential investments and a community of AI founders working alongside Swarms. Swarms The program is structured into several categories: the Launch category for nascent startups, the Growth category for those gaining traction and aiming to scale, and the Scale category for rapidly expanding startups looking for further development.

Applications for the initiative are currently open, and developers who are keen on participating are encouraged to put forth their applications. Submissions will be assessed, and accepted participants will be guided through the onboarding process.

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