Open-source AI framework for automating research with LLMs, vector databases, and code-based workflows.

Screenshot of Automata

About Automata

Automata is an open-source library designed for researchers and developers to automate and streamline complex research workflows. It integrates large language models (LLMs), vector databases, and code orchestration tools, enabling efficient process automation, research exploration, and knowledge management. With support for Python SDKs, Jupyter Notebooks, and REST APIs, Automata offers robust, customizable solutions for advancing research projects and system design.

Agentic

Developer
Owen Colegrove
Added
47 days ago

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681
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AI Agent Categories

Large Language Models (LLMs)

AI agents based on advanced natural language processing models, capable of understanding, generating, and transforming human language. These agents can perform tasks such as text generation, summarization, translation, sentiment analysis, and more, enabling powerful applications across various industries.

AI Agents

Autonomous and intelligent AI systems designed to independently plan, coordinate, and execute complex tasks. These agents leverage advanced models and frameworks to analyze data, make decisions, and perform actions across diverse applications such as productivity, customer support, or operational management.

Code Assistants

AI agents designed to assist developers in coding tasks. These agents can provide intelligent code suggestions, identify and fix bugs, automate repetitive coding tasks, and help developers follow best practices to write efficient and maintainable code.

Task Automation

AI agents that streamline and automate repetitive tasks across various domains, including business processes, IT management, and personal workflows. These agents help reduce manual effort, improve efficiency, and enhance productivity by handling tasks such as scheduling, data entry, and notifications.

Software Development

Tools and agents specialized in code generation, software architecture, testing, and development automation. Includes autonomous coding assistants and development workflow automation.

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