Swarms is a developer-focused framework enabling the creation, orchestration, and execution of multi-agent AI workflows. You define agents with specific roles, configure their behavior via LLM prompts, and link them to external tools or APIs. Swarms manages inter-agent communication, task planning, and memory persistence. Its plugin architecture allows seamless integration of custom modules—such as retrievers, databases, or monitoring dashboards—while built-in connectors support popular LLM providers. Whether you need coordinated data analysis, automated customer support, or complex decision-making pipelines, Swarms provides the building blocks to deploy scalable, autonomous agent ecosystems.

Docugram is a cutting-edge, AI-powered tool designed to streamline the process of converting text into easy-to-understand flowcharts. By using advanced natural language processing and diagramming capabilities, it helps users organize their ideas and documents in a visually appealing and efficient manner. Ideal for project managers, educators, and anyone needing to visualize written content quickly, Docugram enhances productivity and comprehension without the need for manual chart creation.

Fast Flowchart is designed to simplify the process of creating flowcharts, making it easy for users to visualize complex workflows and processes. With a user-friendly interface and a range of templates, Fast Flowchart is ideal for business professionals, educators, and project managers who need to present information in a clear and organized manner. Its drag-and-drop functionality and pre-built symbols save time and effort, making the flowchart creation process efficient and straightforward.

QueryCraft is a Python-based prompt engineering toolkit designed to streamline the development of AI agents. It enables users to define structured prompts through a modular pipeline, connect seamlessly to multiple LLM APIs, and conduct automated evaluations against custom metrics. With built-in logging of token usage and costs, developers can measure performance, compare prompt variations, and identify inefficiencies. QueryCraft also includes debugging tools to inspect model outputs, visualize workflow steps, and benchmark across different models. Its CLI and SDK interfaces allow integration into CI/CD pipelines, supporting rapid iteration and collaboration. By providing a comprehensive environment for prompt design, testing, and optimization, QueryCraft helps teams deliver more accurate, efficient, and cost-effective AI agent solutions.