Research and cutting -edge agents
- Alphaevolve (Google Deepmind) – An evolving coding agent powered by Gemini, Alphaevolve invents and optimizes algorithms between fields, including mathematics, planning the data center, flea design and language model formation. This is a system for general use that can improve and discover advanced solutions to a wide range of algorithmic problems, requiring only a user assessment function
- Asimov (reflection) -Built by reflection, a startup founded by the former researchers of Google Top Google, Asimov is a multi-agent software engineering assistant who focuses on the understanding of the code, collaboration on a team scale and the integration of several sources of communication / data (code, emails, Slack, Docs). The evaluations indicate that the developers find its responses preferable to the Claude code in the open source project parameters, although a large assessment of the industry is in progress
- Manus– Manus is a multi-agent autonomous AI system for general use. He uses a central executor working with specialized sub -agents (planners, verifiers, etc.) to plan, reason and independently of complex tasks – such as website creation, e -mail writing, coding and data collection – without current user input. Manus performs asynchronous tasks and is designed for hand automation
- Autogpt – This open source system, one of the first autonomous agents of the GPT-4, plans and executes independently of the tasks in several stages via the Internet. AUTOGPT organizes objectives, divides them into subtaches and manages the process with minimum involvement of users, pioneer
- Operator Openai – The operator is an agent based on a browser that manages repetitive web tasks independently – such as filling the forms, shopping and planning – by visually interacting with websites. It uses multimodal capabilities of GPT-4O and is available for pro users for an increasing set of real applications
Frameworks and SDKS
- Microsoft Autogen / Autogen – A full SDK to build collaborative and multi-agent systems. It has a modular architecture, a management of errors, a journalization, a transfer of messages, a containerized execution and supports the work flows in human loop and entirely autonomous
- Tongue – An orchestration framework with a state that allows you to build agent workflows with a chaining based on graphics. The key characteristics include integrated memory, the management of cyclical flows and robust orchestration and deployment tools
- Semantic nucleus (Microsoft) – OPEN-SOURCE SDK for LLMS connection (C #, Python, Java) with application logic. Allows planning, functions of functions, fast models and composition of orchestrated agent behaviors advanced with reliability and business quality extensibility
- Crew – a flexible multi-agent framework based on roles for the rapid prototyping of personalized “teams” (modular agents) and agent teams; Built on Langchain for interoperability.
- Swarm to Openai – A light experimental toolbox aimed at studying multi-agent coordination models using OPENAI models
Boupées of low code tools and platforms
- IBM Watsonx.ai / Orchestrate – A business manufacturer with low code for AI workflows, with the best governance in its category, the automation of CRM, support for third -party models and orchestration of agents for commercial tasks.
- Langflow – Visual workflow manufacturer adapted to the creation of multi-agent systems; Offers pijournment management, personalized python components and an incorporation of agent modules for a flexible and visualized design.
- Zapier (IA agents) – Include agent automation without code using instructions in natural language, connecting thousands of services for automated workflows.
- To flow – Platform without code allowing the construction of AI agents with drag-drop modules, taking charge of more than 100 LLM, vector databases, observability and robust execution tracing.
Corporate platforms and cloud levels
- Amazon agent agent agents agents / strands – AWS agent executive for the construction and solid deployment of evolving agents with market integration and robust governance.
- Google Project Marin / Mode Mode – Deepmind's Mariner is an agent based on the browser powered by Gemini to automate routine web tasks – integrated with Gemini and Vertex IA and focusing on browser automation for tasks such as shopping and planning.
- Microsoft Copilot Studio + Azure Sre Agent – COPILOT STUDIO allows companies to create agent solutions in Microsoft 365 platforms, including dedicated agents SRE (Site Reliability Engineering Site) for DevOPS Automation.
- Relevance ai – Provides a business quality agent orchestration with visual workflow design, native tool connectors, governance and full support.
- Agents ServiceNow Agents – Integrated into the workflow workflows, focusing on automatic process routing, compliance and orchestration of complex corporate tasks.
- Salesforce Agentforce – The new Salesforce autonomous agent platform, targeting the automation of sales, CRM and service workflows with intelligent and agental solutions.
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